COMMISSION STAFF WORKING DOCUMENT ANALYTICAL DOCUMENT Accompanying the document Consultation document Second phase consultation of social partners under Article 154 TFEU on a possible action addressing the challenges related to working conditions in platform work

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    SWD (2021) 0143

    https://www.ft.dk/samling/20211/kommissionsforslag/c(2021)4230/forslag/1798693/2426151.pdf

    EN EN
    EUROPEAN
    COMMISSION
    Brussels, 15.6.2021
    SWD(2021) 143 final
    COMMISSION STAFF WORKING DOCUMENT
    ANALYTICAL DOCUMENT
    Accompanying the document
    Consultation document
    Second phase consultation of social partners under Article 154 TFEU on a possible
    action addressing the challenges related to working conditions in platform work
    {C(2021) 4230 final}
    Europaudvalget 2021
    C (2021) 4230 - SWD-dokument
    Offentligt
    1
    Table of Contents
    1. INTRODUCTION.........................................................................................................................4
    2. WHAT IS PLATFORM WORK AND WHY DOES IT NEED TO BE ADDRESSED .........7
    2.1 What is platform work? .............................................................................................................7
    2.2 The ‘triangular relationship’ underpinning platform work...................................................8
    2.3 Who are the people working through platforms?....................................................................9
    2.4 What types of digital labour platforms operate in the EU?..................................................15
    3. PROBLEM DEFINITION .........................................................................................................19
    3.1 External drivers of the problem ..............................................................................................21
    3.1.1 Megatrends: globalisation, digitalisation and societal changes .....................................21
    3.1.2 Growth in platform work..................................................................................................27
    3.1.3. Increased use of workforce analytics, surveillance and algorithmic management.....30
    3.2 Internal drivers related to the employment status.................................................................35
    3.3 Internal drivers related to platforms’ algorithm-based business model..............................43
    3.3.1 Lack of information, consultation and redress and unclear responsibilities in the use
    of algorithmic tools .....................................................................................................................44
    3.3.2 Information asymmetries and insufficient dialogue in platform work.........................46
    3.4 Internal drivers related to the cross-border nature of platform work.................................50
    3.5 Internal drivers related to the gaps of existing and forthcoming legislation.......................54
    3.5.1 EU labour and social acquis..............................................................................................54
    3.5.2 EU internal market acquis ................................................................................................57
    3.5.3 National responses to the challenges of platform work..................................................60
    3.6 Consequences of the problem...................................................................................................66
    3.6.1 For people working through platforms............................................................................66
    3.6.2 For digital labour platforms..............................................................................................72
    3.6.3 For markets and consumers..............................................................................................73
    3.6.4 For Member States.............................................................................................................74
    4. EU COMPETENCE AND ADDED VALUE................................................................................75
    4.1 Possible legal bases....................................................................................................................75
    4.2 Necessity and EU added value .................................................................................................76
    5. POLICY OBJECTIVES.................................................................................................................78
    6. POLICY OPTIONS........................................................................................................................79
    6.1 Baseline scenario against which the options are assessed......................................................79
    2
    6.2 Avenues for EU action..............................................................................................................80
    6.2.1 Addressing misclassification in the employment status..................................................81
    6.2.2 Introducing new rights related to algorithmic management .........................................83
    6.2.3 Addressing the cross-border dimension...........................................................................84
    6.2.4 Strengthening enforcement, collective representation and social dialogue ..................84
    6.3 EU instruments..........................................................................................................................87
    7. POLICY IMPACTS........................................................................................................................88
    7.1 Social impacts............................................................................................................................88
    7.2 Economic impacts .....................................................................................................................89
    7.3 Impacts on public authorities...................................................................................................90
    7.4 Other impacts............................................................................................................................91
    Annex I: Examples of platform companies operating in different Member States ..................96
    Annex II: Overview of the employment status of platform workers in the EU Member States
    ........................................................................................................................................................100
    Annex III: Examples of policy developments in Member States regarding platform work ..105
    Annex IV: Overview of relevant decisions by national courts or administrative bodies in EU
    Member States on the employment status of people working through platforms ..................120
    3
    Glossary
    For the purpose of this document, the terms below have the following meaning:
     “people working through platforms” refers to individuals providing services
    intermediated with a greater or lesser extent of supervision via a digital labour platform,
    regardless of these people’s legal employment status (worker, self-employed or any
    third-category status). The term ‘platform worker’ is only used as an equivalent when
    quoting official documents which contain such term;
     “digital labour platform”1
    refers to a private internet-based company which
    intermediates with a greater or lesser extent of supervision on-demand services,
    requested by individual or corporate customers and provided directly or indirectly by
    individuals, regardless of whether such services are performed on-location or online;
     “on-location labour platform” refers to a digital labour platform which only or mostly
    intermediates services performed in the physical world, e.g. ride-hailing, food-delivery,
    household tasks (cleaning, plumbing, caring…)
     “online labour platform” refers to a digital labour platform which only or mostly
    intermediates services performed in the online world, e.g. AI-training, image tagging,
    design projects, translations and editing work, software development;
     “platform work” refers to the services provided on demand and for remuneration by
    people working through platforms, regardless of the type of digital labour platforms
    (on-location vs online) or the level of skills required;
     “algorithmic management” means the greater or lesser extent of supervision exerted
    by digital labour platforms through automated means over the assignment,
    performance, evaluation, ranking, review of, and other actions concerning, the services
    provided by people working through platforms;
     “false self-employment” occurs when a person is declared as self-employed while
    fulfilling the conditions characteristic of an employment relationship. False self-
    employed people are de facto employees of their contracting entity.
    1
    This document uses the term ‘platform’ interchangeably with ‘digital labour platform’.
    4
    1. INTRODUCTION
    EU labour markets have been hit hard by the economic effects of the Covid-19 pandemic.
    Unemployment and inactivity have increased, bringing a higher risk of precariousness to
    several socio-demographic segments. Short-time work schemes introduced by Member
    States, with support through EU instruments such as SURE, have helped mitigate the
    negative consequences, but the crisis has exposed the poor working conditions of many
    non-standard workers2, including people working through platforms, who are unable to
    rely on a stable source of income, clear rights and adequate access to social protection, and
    are likely to have less access to public support cushioning the negative employment impact of
    the crisis.3
    The pandemic has also cast light on the paramount importance of new technologies in
    our daily lives. When workers left their factories and offices in the Spring of 2020, due to the
    containment measures, many were able to simply switch on their computer at home and
    telework with little or no substantial change to their working conditions, health and safety
    risks and employment protection. Solid IT infrastructures and the digital preparedness of
    companies kept thousands of businesses afloat and saved millions of jobs.
    In order to reap their benefits, however, new technologies affecting the world of work
    ought to be framed within clear legal frameworks, lest they challenge established rights
    and norms. The European social model, based on a competitive social market economy and
    strong social dialogue, requires companies to fully comply with labour and internal market
    regulations, providing them in turn with legal certainty and the world’s largest single market
    allowing for economies of scale and scope.
    In the world of work, the digital transition is offering as many opportunities as
    challenges. Platform work is a clear example: as a new, non-standard form of work
    underpinned by rapidly evolving digital developments, such as widespread use of
    smartphones and the ever ampler range of Artificial Intelligence (AI) applications, platform
    work is and has been at the centre of legal disputes and policy debates in the EU, and beyond.
    Some people working through platforms are unclear about their employment status,
    their social and labour rights, as well as who is responsible for the surveillance, management
    and supervision of their work. Digital labour platforms are spearheading the
    phenomenon of algorithmic management (i.e. the digitally-driven automation of
    managerial functions), which academics reckon is already spreading to more traditional forms
    of work too.4
    2
    Eurofound (2021), COVID-19: Implications for employment and working life, Publications Office of the
    European Union, Luxembourg. Aailable online.
    3
    Eurofound (2020), Platform economy: Developments in the COVID-19 crisis; available here.
    4
    Wood, A., Algorithmic Management: Consequences for Work Organisation and Working Conditions, Seville:
    European Commission (2021), JRC124874. Available online.
    5
    Algorithmic management arguably conceals the real extent to which digital labour
    platforms supervise and control the work of people working through them.5
    Against the
    background of the innovation, job opportunities and consumer welfare brought by digital
    labour platforms to the EU, the aforementioned risks and legal conundrums raise questions on
    the accountability, transparency and sustainability of platform work, and arguably of the
    platform economy at large.
    As the EU recovers from the Covid-19 crisis, the objectives of promoting socially fair
    transitions towards climate-neutral and digital economies are more important than
    ever. Ensuring that all workers in the EU have decent working conditions, as well as
    adequate access to social protection, is essential for recovery as well as for building fair and
    resilient economies. Increased legal clarity and predictability should enhance sustainable
    growth of digital labour platforms in Europe, allowing them to make most of the
    opportunities of the single market.
    An initiative tackling the risks for work emerging from the platform economy builds
    precisely on these objectives, in the knowledge that, though still a comparatively limited
    phenomenon, platform work is growing fast and is shaping Europe’s labour markets. The
    increasing importance of platform work as a policy topic is reflected in the priorities
    and engagements of many institutional actors.
    In November 2020, the European Parliament released a report on “A Strong Social Europe
    for just transitions”6
    , calling on the Commission to propose a directive on decent working
    conditions and rights in the digital economy, also covering non-standard workers, workers on
    digital labour platforms and the self-employed. In November 2020, the European
    Parliament’s Employment Committee held an exchange of views with the Commission and
    different stakeholders on platform work and in February 2021 the Committee on Employment
    and Social Affairs of the European Parliament released a draft report on working conditions
    in platform work.7
    The Council has called on Member States and the Commission to strengthen efforts and take
    appropriate action as regards platform work8
    , in line with the ILO’s Centenary Declaration
    for the Future of Work.9
    In December 2020, EU employment and social affairs ministers
    held a debate on platform work. They acknowledged that platform work is an international
    phenomenon with a strong cross-border dimension, and that therefore there is a role for the
    EU to address the related challenges.
    5
    Jeremias Adams-Prassl (2019). What if Your Boss Was an Algorithm? The Rise of Artificial Intelligence at
    Work. [2019] 41(1) Comparative Labor Law & Policy Journal 123. Available online.
    6
    Available online.
    7
    Draft report on fair working conditions, rights and social protection for platform workers - new forms of
    employment linked to digital development (2019/2186(INI). Available online.
    8
    Council Conclusions “The Future of Work: the European Union promoting the ILO Centenary Declaration”,
    October 2019; Available online.
    9
    Available online.
    6
    The European Economic and Social Committee10
    and the Committee of the Regions11
    have put forward opinions on platform work.
    The ILO in its Centenary Declaration called upon its members to “promote sustained,
    inclusive and sustainable economic growth, full and productive employment and decent work
    for all through (…) policies and measures that (…) respond to challenges and opportunities in
    the world of work relating to the digital transformation of work, including platform work”. In
    February 2021 the ILO launched a flagship report12
    exploring how the platform economy is
    transforming the way work is organized and analysing the impact of digital labour platforms
    on enterprises, workers and society as a whole.
    In her Political Guidelines13, President von der Leyen pledged to address the changes
    brought by the digital transformation to labour markets, by looking into ways to improve
    the working conditions of people working through platforms and supporting the
    implementation of the European Pillar of Social Rights. The Commission Work Programme
    for 202114
    announces a legislative initiative based on Article 153 TFEU in the fourth quarter
    of the year, subject to consultation of social partners.
    Prior to the launch of the formal consultation of the social partners, the Commission
    discussed platform work challenges and opportunities with a variety of stakeholders in
    different formats and at different levels, to make sure that everyone’s voice is taken into
    account for the purpose of this initiative. Grassroot associations representing people working
    through platforms, digital labour platform companies, trade unions, experts from academia,
    international organisations, and representatives from civil society were among the
    stakeholders that the Commission reached out to, and continues to engage with. In addition,
    the open public consultation for the Digital Services Act, which ran from 2 June to 8
    September 2020, contained a section on challenges of self-employed individuals offering
    services through platforms.
    In line with Article 154 TFEU, the Commission is now carrying out a two-stage
    consultation of social partners. During the first stage of the consultation, which ran from 24
    February to 7 April, social partners were consulted on the need and possible direction of EU
    action. In the course of this first stage of the consultation, the Commission also received a
    number of position papers from other stakeholders. These are also taken into account in the
    Commission’s further analysis of the challenges and policy solutions relevant to platform
    work.
    In the second stage, social partners are consulted on the possible instrument and
    content of the envisaged proposal. This analytical document, prepared by the Commission
    10
    EESC opinion: Fair work in the platform economy (Exploratory opinion at the request of the German
    presidency). Available online.
    11
    CoR opinion: Platform work – local and regional regulatory challenges. Available online.
    12
    World Employment and Social Outlook 2021: The role of digital labour platforms in transforming the world
    of work’. Available online.
    13
    Available online.
    14
    Available online.
    7
    services, accompanies the consultation document of the second stage, which contains a
    summary of the fourteen replies of social partners to the first stage consultation.
    After this introduction, the document gives an overview of what is platform work, who are
    the people working through digital labour platforms, what are digital labour platforms and
    how work is accessed, organised and performed through them (Section 2). Then, it identifies
    the problems that need to be addressed to ensure people working through platforms have
    access to decent and transparent working conditions and adequate social protection (Section
    3). It then explains where the EU’s competence and action added value to tackle these
    problems lies (Section 4), presents the objectives of such action (Section 5), the possible
    policy options (Section 6) and their impacts (Section 7).
    2. WHAT IS PLATFORM WORK AND WHY DOES IT NEED TO BE
    ADDRESSED
    2.1 What is platform work?
    The term platform work refers to “the matching of supply and demand for paid work through
    an online platform”.15
    According to Eurofound, the key characteristics of platform work are that:
    • Paid work is organised through an online platform.
    • Three parties are involved: the online platform, the client and the worker.
    • The aim is to carry out specific tasks or solve specific problems.
    • The work is outsourced or contracted out.
    • Jobs are broken down into tasks.
    • Services are provided on demand.
    Despite the attention that platform work has generated over the last years, uncertainty over its
    exact meaning persists. This is partly due to the various inter-related concepts that are used to
    describe platform work, such as “collaborative economy” and “collaborative platforms”, or
    “gig economy” and “gig work”16
    . In addition, the rapid pace at which technology is
    developing, as well as the variety of business models with which platform work is associated,
    further complicate efforts to adopt a systematic definition of platform work.
    Yet the language used when talking about platform work is of utmost importance, as it can
    influence the way regulators and society at large think about it. In particular, the lack of
    uniform terminologies and definitions creates obstacles to the effective documentation and
    15
    Eurofound (2018), Employment and Working Conditions of Selected Types of Platform Work, Eurofound,
    Luxembourg. Available online.
    16
    European Agency for Safety and Health at Work (2017), Protecting Workers in the Online Platform
    Economy: An overview of regulatory and policy developments in the EU, Luxembourg. Available here. And,
    European Parliament (2017), The Social Protection of Workers in the Platform Economy, IP/ A/ EMPL/ 2016-
    11, Brussels. Available online.
    8
    analysis of platform work as a phenomenon. This, in turn, can impede constructive policy
    debate and action in this area.
    The concept of platform work as understood in this document is distinct from other income-
    generating, online activities like renting out one’s property through an accommodation
    platform or selling items on online marketplaces. The reason for this is that platform work
    involves the provision of labour, which is then mediated and/or transmitted through internet-
    driven technologies. In other words, the main difference with other activities in the platform
    economy is that in platform work, the “main traded good is labour rather than capital”17
    .
    2.2 The ‘triangular relationship’ underpinning platform work
    Platform work is characterised by a so-called “triangular relationship”, a complex set of
    dynamics involving at least three distinct parties: the digital labour platform, the person
    working through it and the client (whether private individuals or business entities).
    Temporary agency work has a similar triangular structure in the employment relationships it
    entails. The actors involved are the agency, the worker and the user undertaking. In contrast
    to temporary agency work, however, platform work can involve more than three parties. That
    is the case, for instance, with food delivery platforms, which are characterised by multilateral
    contractual relationships between four parties: the platform, the person delivering the food,
    the individual customer and the restaurant business.
    There are also other important differences. Temporary agency work is already regulated at
    EU level through the Temporary Agency Work Directive, granting specific rights to the
    workers concerned.18
    Whereas in temporary agency work the contractual relationship
    between the worker and the agency is clearly defined as an employment relationship, there is
    for the moment no such clarity in platform work, where platforms predominantly set out in
    their terms and conditions that people working through them are independent contractors.
    Furthermore, unlike temporary agency work, platform work is not only concerned with
    business-to-business situations (between the agency and the user undertaking), but rather
    often involves natural persons as customers. This, together with the central role of technology
    in platform work, the fragmentation of work into individual tasks and the potential
    international character of the employment relationship, sets it apart from other forms of
    employment and makes its analysis challenging in terms of traditional labour market concepts
    and frameworks19
    .
    Nevertheless, there have been situations in which people working through platforms have
    been employed through an intermediary, akin to agency work models. For example, from
    2016 to 2018, Deliveroo in Belgium had an agreement with the SMart cooperative, according
    to which people working through the platform had the option of working as employees of the
    cooperative, which guaranteed them a minimum wage, among other benefits.20
    In 2018,
    Portugal introduced a legal framework for ride-hailing platforms whereby only legal persons
    17
    Eurofound (2018), Employment and Working Conditions of Selected Types of Platform Work, Eurofound,
    Luxembourg. Available online.
    18
    Directive 2008/104/EC. Available online.
    19 19
    Eurofound (2019), Mapping the contours of the platform economy, Dublin. Available online.
    20
    Z. Kilhoffer, K. Lenaerts (2017), What is happening with platform workers’ rights? Lessons from Belgium,
    CEPS. Available online.
    9
    could enter a contractual relationship with the platform.21
    As a result, in order for individual
    drivers to work through ride-hailing platforms, they had to be employed by a company.
    Defining the nature of the contractual relationship between the (at least three) parties
    involved in platform work is not always straightforward. The classification of the relationship
    usually requires an assessment of the individual circumstances in each case, as the factual
    nature of the relationship will determine whether labour law applies. An analysis of platform
    work in traditional labour law terms forces us to split the triangular relationship that exists
    between the parties into a series of bilateral contractual relationships, and to attempt
    determining whether any of them can be classified as one of employment. However,
    according to certain scholars, in order to comprehend the economic effects of platform work,
    the contractual relationships between the parties should instead be analysed as an
    “interdependent net of contracts”.22
    The classification and regulation of the contractual relationship between the parties involved
    in platform work is further complicated by the platforms’ business models. Digital labour
    platforms usually define themselves as intermediaries providing an ICT-based matching
    service and characterise the relationship between the parties as one of self-employment. At
    the same time, through their contractual terms and conditions and the algorithmic
    management tools, they exercise varying levels of supervision and control over the work
    process. For example, they frequently match the people providing services to clients, set
    prices, determine the contractual conditions, and reserve the power to deactivate users. This,
    in turn, makes many types of platform work distinct from traditional situations of self-
    employment, where there is usually a direct relationship between the self-employed person
    and the client, and wherein the parties determine the aspects of the work between themselves.
    2.3 Who are the people working through platforms?
    A study by CEPS notes that 92% of platforms active in the EU (representing 93% of the
    earnings of people) classify people working through them as self-employed. In the remaining
    cases various types of work agreements are used, including full-time or part-time
    employment, temporary agency work agreements and zero-hour contracts. Furthermore, the
    employment status is only clearly stated by a minority of the digital labour platforms in their
    contractual terms and conditions.23
    The same study finds that, for a selection of platforms,24
    the large majority of people working
    through them are free to choose and change their working time. This means that people can
    log onto the platform when they would like or choose their hours of availability. The study
    21
    Law 45/ 2018. Available online.
    22
    J. Prassl, M. Risak (2016), Uber, Taskrabbit, and Co.: Platforms as Employers? Rethinking the Legal Analysis
    of Crowdwork, Comparative Labor Law and Policy Journal 37, no.3. Available online.
    23
    W. de Groen, Z. Kilhoffer, L. Westhoff, D. Postica and F. Shamsfakhr (2021). Digital Labour Platforms in the
    EU: Mapping and Business Models. Study prepared by CEPS for DG EMPL under service contact
    VC/2020/0360. Available online.
    24
    The CEPS study notes that information on the working conditions was the most complex to retrieve. The
    working conditions information has therefore been collected for a more limited sample of 38 active digital
    labour platforms, including 8 platforms for which two or more countries were covered. The total number of
    country-platforms observations is therefore 52. The digital labour platforms and countries have been selected
    based on the size of the platforms considering the earnings of the people working through platforms. Indeed, all
    the digital labour platforms with significant activities were selected (potentially 5% or more of the earnings).
    10
    notes that, in practice, flexibility over working time may however be more limited. Platforms
    closely monitor working patterns of people working through platforms and this information
    feeds into the algorithm that determines work allocation, with more frequent participation
    often rewarded. None of the platforms surveyed included an exclusivity of services provision
    in their contractual terms and conditions.25
    The Commission’s Joint Research Centre (JRC) points out, based on the results of the
    COLLEEM survey that assessing the socio-demographic characteristics of people working
    through platforms is very important because different demographics may potentially call for
    different policy responses. Furthermore, the demographic characteristics of the workforce
    may reveal something about the structure of the platform labour market itself.26
    The JRC’s survey suggests that people working through platforms are younger than
    ‘traditional’ workers. The average age in 2018 was 33.9 years in platform work and 42.6
    years in ‘traditional’ businesses. Figure 1 shows how the age distribution changes according
    to the different categories of people working through platforms.27
    Figure 1: Age distribution of the offline and digital labour platform workforce (14 and
    16 EU Member States for 2017 and 2018 respectively)
    25
    Ibidem.
    26
    Urzi Brancati, M.C., Pesole, A. and Fernandez Macias, E., New evidence on platform workers in Europe,
    EUR 29958 EN, Publications Office of the European Union, Luxembourg, 2020. (Available online)..
    27
    “Main platform workers”, according to the JRC, are those who claim to work more than 20 hours a week
    providing services via digital labour platforms or earn at least 50% of their income doing so. “Secondary
    platform workers are those respondents who provide services via digital labour platforms more than ten hours a
    week and earn between 25% and 50% of their income from platform work. “Marginal platform workers” work
    less than 10 hours a week and earn less than 25% of their income providing services via digital labour platforms.
    “Offline workers” are those respondents to the survey who do not perform work on digital labour platforms.
    Offline workers Marginal platform workers
    Secondary platform workers Main platform workers
    11
    2017
    Source: JRC (2020). Note: data are from a self-administered online panel survey (COLLEEM). Averages for
    2017 concern 32 389 respondents from 14 EU Member States whereas 2018 averages concern 38 022
    respondents from 16 EU Member States.
    Although people working through platforms are still mostly young men, the second
    COLLEEM survey finds that the platform work gender profile is becoming less male-
    dominated. This has also been observed by a recent report of the ILO, which estimates that
    four out of ten people working through online platforms globally are women.28
    Figure 2: Composition of the offline and digital labour platform workforce by age and
    gender combined, (14 and 16 EU Member States for 2017 and 2018 respectively)
    Source: JRC (2020). Note: data are from a self-administered online panel survey (COLLEEM). Averages for
    2017 concern 32 389 respondents from 14 EU Member States whereas 2018 averages concern 38 022
    respondents from 16 EU Member States.
    The European Institute for Gender Equality (EIGE) found through its ‘Online Panel Survey
    of Platform Workers’29
    that among people working through platforms, women worked
    through platforms slightly more often than men, even though there are fewer women than
    men among “regular platform workers”30
    (43% compared to 57 %). Also EIGE’s survey
    found that the gender difference in the take-up of platform work appears to have been
    decreasing over the last years. Among regular platform workers who started working on
    platforms in 2020, half are women.
    28
    International Labour Office (2021), World Employment and Social Outlook 2021: The role of digital labour
    platforms in transforming the world of work, Geneva: Switzerland. Available online.
    29
    EIGE (2021, forthcoming), Gender equality prospects in labour markets transformed by artificial intelligence
    and platform work. The survey draws on an online panel survey on working conditions, work patterns and
    work-life balance of close to 5,000 women and men engaged in platform work conducted in ten Member States.
    30
    “Regular platform workers” were defined in EIGE’s ‘Online Panel Survey of Platform Workers’ as people
    working through platforms who did so at least occasionally via online platforms in the previous 6 months.
    12.8%
    28.6%
    39.5% 38.3%
    39.7%
    30.8%
    28.3%
    35.4%
    13.3%
    23.1%
    18.0%
    15.7%
    34.2%
    17.5% 14.3% 10.7%
    0%
    10%
    20%
    30%
    40%
    50%
    60%
    70%
    80%
    90%
    100%
    Offline
    workers
    Marginal
    platform
    workers
    Secondary
    platform
    workers
    Main
    platform
    workers
    Male<35 Male>=35 Female <35 Female>=35
    14.4%
    34.6% 37.5% 37.1%
    37.3%
    29.7% 27.2% 27.8%
    16.4%
    24.1% 24.3% 22.8%
    32.0%
    11.6% 11.0% 12.4%
    0%
    10%
    20%
    30%
    40%
    50%
    60%
    70%
    80%
    90%
    100%
    Offline
    workers
    Marginal
    platform
    workers
    Secondary
    platform
    workers
    Main
    platform
    workers
    Male<35 Male>=35 Female <35 Female>=35
    2018
    12
    Nevertheless, despite the noticeable presence of women in digital labour platforms, platform
    work often reproduces, rather than challenges, gender inequalities from the broader labour
    market. In fact, some studies have pointed towards a gender pay gap, particularly in online
    platform work. For example, research on the online labour platform Amazon Mechanical
    Turk highlighted that women earn less per hour on average.31
    However, this wage gap did not
    stem from differences in task selection or experience, but instead from more fragmented
    working patterns amongst women owing to domestic responsibilities. Though a recent study
    by the ILO does not find a significant difference between the hourly earnings (paid and
    unpaid) of male and female respondents on online freelance platforms, it nevertheless
    observed significant gender pay gaps in some countries such as Ukraine and China.32
    EIGE’s survey also found that people working through platforms perform a broad range of
    services, although their type is in general split along well-known gendered lines. In some
    sectors, the gender differences are smaller than in the general labour market (e.g., among
    those who provide childcare and elderly care services, 61 % are women and 39 % are men;
    among those who provide housekeeping and other home services, 54 % are women and 46 %
    are men). Some traditionally female-dominated sectors show gender balance (e.g., among
    those who provide teaching and counselling services, 44 % are women and 56 % are men).
    Men more often than women work in software development, ride-hailing services and
    construction and repair works, similarly to the developments of the overall labour market.
    A 2021 study notes that most of the services require low and (to a lesser extent) medium
    skills (Figure 3). These combined account for almost 90% of the intermediated work, when
    measured in terms of the earnings of people working through platforms. High-skilled
    platform work, in turn, is responsible for about 6% of the intermediated work.33
    Figure 3 - Skill level required to perform service
    (2020, earnings of people working through digital labour platforms)
    Source: CEPS (2021).
    31
    Adams A. (2020). The Gender Wage Gap on an Online Labour Market: The Cost of Interruptions. CEPR
    Discussion Paper DP14294. Available online.
    32
    International Labour Office (2021).
    33
    W. de Groen, Z. Kilhoffer, L. Westhoff, D. Postica and F. Shamsfakhr (2021). Available online.
    Low (EUR 4bn - 70%)
    Low-medium (EUR
    1bn - 18%)
    Medium (EUR 0,1bn -
    2%)
    Medium-high (EUR 0,03bn -
    0%)
    High (EUR 0,4bn - 6%) All (EUR 0,3bn - 4%)
    13
    Both rounds of the COLLEEM survey show that people working through platforms are more
    educated than the average population.34
    Similarly, the ILO report finds that those working on
    online labour platforms are highly educated, particularly those from developing countries. In
    addition, in some countries across the globe, the proportion of people providing ride-hailing
    or delivery services through on-location platforms who are highly educated is greater than
    that of those providing the same services in traditional sectors35
    .
    Figure 4: Composition of the offline and digital labour platform workforce by level of
    education attainment (14 and 16 EU Member States for 2017 and 2018 respectively)
    Source: JRC (2020). Note: data are from a self-administered online panel survey (COLLEEM). Averages for
    2017 concern 32 389 respondents from 14 EU Member States whereas 2018 averages concern 38 022
    respondents from 16 EU Member States. Low education corresponds to ISCED 0-2; medium education to
    ISCED 3-4; high education to ISCED 5-8.
    Furthermore, both the COLLEEM and ILO surveys have discerned a skills-mismatch and a
    trend towards over-qualification in low-skilled types of platform work, such as microtasking
    in online labour platforms or ride-hailing and delivery on on-location platforms. For example,
    the abovementioned ILO report has found a big skills-mismatch among people doing
    microtasks on online labor platforms, 57% of whom hold a university degree yet undertake
    tasks that require little to no skills.36
    In addition, the high educational levels observed among
    those working on on-location ride-hailing and delivery platforms may also be indicative of a
    skills-mismatch, as the tasks performed through such platforms are generally considered to be
    low-skilled.
    34
    Urzi Brancati, M.C., Pesole, A. and Fernandez Macias, E. (2017), Platform Workers in Europe Evidence from
    the COLLEEM Survey. Available online. And, Urzi Brancati, M.C., Pesole, A. and Fernandez Macias, E.
    (2020).
    35
    International Labour Office (2021).
    36
    International Labour Office (2021).
    18% 15% 12% 12%
    46%
    34% 40%
    33%
    36%
    51% 48%
    55%
    Offline
    workers
    Marginal
    platform
    workers
    Secondary
    platform
    workers
    Main platform
    workers
    Low Medium High
    19% 17% 16%
    7%
    46%
    34% 36%
    35%
    36%
    49% 47%
    58%
    Offline
    workers
    Marginal
    platform
    workers
    Secondary
    platform
    workers
    Main platform
    workers
    Low Medium High
    2017 2018
    14
    People working through platforms are also more likely to live in households with dependent
    children, in some cases also being responsible for those children, than the general population.
    This suggests that their income and employment conditions may have implications that go
    beyond their own. The COLLEEM II survey also finds evidence of significant “multi-
    apping” (i.e. being active on different platforms simultaneously). More than half of people
    working through platforms carry out more than one type of task.37
    Around 7.7% of the total COLLEEM sample was estimated to consist of people born abroad
    (either in a different Member State or outside the European Union). The proportion of foreign
    born respondents is however twice as high among people working through platforms, with
    the percentage equal to 16.3% for ‘marginal platform work’, 14.4% for ‘secondary platform
    work’, and 13.3% for ‘main platform work’.38
    The ILO has also observed that migrant
    workers account for 17% of those providing freelance services through online platforms
    globally.39
    People working through online platforms are generally more spread out throughout the
    national territory, even though they tend to be clustered in and around big cities. By contrast,
    people performing on-location tasks appear to be located only in bigger cities, with the
    exception of some Eastern European countries.40
    In terms of motivation, flexibility and the desire to complement existing income seem to be
    the main reasons why people engage in platform work. These motivations, however, can vary
    depending upon the type of platform work and the demographics of the people working
    through platforms. For instance, the ILO reports that the possibility to work from home is a
    very important factor for women engaging in platform work, while the lack of alternative
    employment opportunities seems to be the main motivator for those working through on-
    location ride-hailing and delivery platforms.41
    Also Eurofound42
    reports that motivations can
    differ across different types of platform work, whereby low entry barriers, additional income,
    and flexible working time are important in on-location platform-determined work, while in
    online contest work use of creativity and new ideas, means to build client and flexibility in
    work organization are the most important factors.
    That being said, however, a major concern among those engaging in platform work seems to
    be the inability to access a sufficient amount of work. For instance, 86% of people working
    through online platforms globally and 69% of those engaged through on-location delivery
    platforms expressed a desire to undertake more work.43
    The problem of a lack of sufficient
    37
    Urzi Brancati, M.C., Pesole, A. and Fernandez Macias, E. (2020).
    38
    As per COLLEEM terminology, main platform workers are those who claim to work more than 20 hours a
    week providing services via digital labour platforms or earn at least 50% of their income doing so. Secondary
    Platform workers are those respondents who provide services via digital labour platforms more than ten hours a
    week and earn between 25% and 50% of their income from platform work. Survey respondents who work less
    than 10 hours a week and earn less than 25% of their income providing services via digital labour platform are
    called marginal platform workers.
    39
    International Labour Office (2021).
    40
    Urzi Brancati, M.C., Pesole, A. and Fernandez Macias, E. (2020).
    41
    International Labour Office (2021).
    42
    Eurofound (2018), Employment and working conditions of selected types of platform work, Publications
    Office of the European Union, Luxembourg. Available online.
    43
    Ibidem.
    15
    work has been exacerbated by the COVID-19 pandemic, notably for some types of platform
    work most affected by the pandemic (such as ride-hailing for example).44
    Another major concern for people working through platforms, is the lack of access to
    adequate social protection. On a global level, the ILO has observed large gaps to the social
    security coverage of people working through platforms. In particular, less than 10 per cent of
    those working through on-location delivery or ride-hailing platforms are covered by
    unemployment protection or disability insurance, and less than 20 per cent are covered by
    old-age pensions or retirement45
    . Therefore, despite platform work’s potential to encourage
    participation of marginalised groups in the labour market, the lack of sufficient social security
    might further contribute to the vulnerability of these groups.
    The ILO has also observed that platform work is the main source of income for 84% and 90%
    of those working through on-location ride-hailing and delivery platforms respectively, the
    majority of whom earn less than the average in these sectors.46
    Findings from several studies
    and country reports in Europe suggest that platform work is primarily performed as a
    secondary activity.47
    For more information on developments, see also section 3.1.2 on growth
    in platform work.
    2.4 What types of digital labour platforms operate in the EU?
    Platform work involves a variety of tasks and can be found in various sectors of the economy.
    Tasks performed on digital labour platforms can vary from high-skilled work or complex
    tasks such as computer programming and graphic design, to low-skilled work or simple tasks
    such as driving or image tagging. As a result, the classification of digital labour platforms can
    be challenging.
    The main types of activities performed through digital labour platforms are
    professional tasks, ride-hailing, household tasks, and micro tasks.48
    As the activities may
    be delivered either online or on-location (i.e. in person), the format of these service
    provisions is distinguished in on-location and online digital platform work. It is important to
    note these two categories do not take into account the scale of tasks, the existing
    heterogeneity in skills levels, forms of matching client to workers, and the degree of work
    precariousness. This means one can find high- and low- skilled tasks being performed in
    both on-location and online work, as well as people with different skills, platforms exerting
    varying degrees of supervision on the performance of work and varying degrees of in-work
    poverty, unpredictability and different qualities of the working conditions. The on-location /
    online dichotomy thus merely refers to the place and modalities through which platform work
    is performed.
    44
    Eurofound (2020), Platform economy: Developments in the COVID-19 crisis. Available online.
    45
    International Labour Office (2021).
    46
    Ibidem.
    47
    European Centre of Expertise (ECE) in the field of labour law, employment and labour market policies,
    (forthcoming), Thematic Review 2021 on Platform Work.
    48
    Eurofound (2018).
    16
    On-location labour platforms only or mostly intermediate services performed in the
    physical world, i.e. in a specific geographical area. These are typically local, service-oriented
    tasks such as ride-hailing, deliveries (including food delivery), and domestic work (cleaning,
    plumbing, and care services).
    Online labour platforms only or mostly intermediate services delivered in the online world.
    The tasks are typically not location-dependent, and can be outsourced through an open call to
    a geographically dispersed crowd (for this reason, it is also sometimes referred to as
    “crowdwork”). These could be professional tasks such as software development, graphic
    design, AI training, translation and editing work, or image tagging. In its 2021 report, the ILO
    further subcategorises online labour platforms between freelance, contest-based, microtask,
    and competitive programming, and on-location labour platforms between taxi and delivery.49
    Eurofound distinguishes 10 categories of platform work based on criteria such as skills
    levels, on-location or online service provision, scale of tasks (larger or micro), form of
    matching (offer or contest) and the selector (platform, client or worker). It indicates that most
    common type of platform work in the EU is the on-location platform-determined routine
    work (such as ride-hailing or deliveries) with over 31% share both in terms of number of
    platforms and estimated share of people working through them. On-location client-
    determined moderately skilled work represents around 11% share of number of platform and
    number of workers, and online client-determined specialist work is offered by over 5% of
    platforms, with around 30% share of people working through them.50
    Providing an alternative categorisation, the COLLEEM I and II surveys identify 11 types of
    labour services on digital labour platforms on the basis of three criteria: the place of
    provision, the skill-level required and the scale of the task in question. They further group
    these services into three categories:
     professional tasks, which typically require high skills and include services such as
    software development, and writing and translation;
     non-professional tasks, which usually involve repetitive and simple tasks such as
    micro tasks and clerical and data entry tasks; and
     on-location tasks, which are physically provided and often require little to no skills.
    Both rounds of the COLLEEM survey conclude that the most common type of tasks are
    clerical and data entry tasks (accounting for 43% of the total services in 2017), followed by
    professional and creative tasks (30%).51
    While the proportion of the people who provide
    professional tasks has remained stable since 2017, the COLLEEM II survey reports an
    increase in the number of people providing translation tasks through platforms (40% in 2018
    compared to 26% in 2017).52
    Furthermore, the number of people providing on-location
    services has also increased between 2017 and 2018.53
    49
    International Labour Office (2021).
    50
    Eurofound (2018), Employment and working conditions of selected types of platform work, Publications
    Office of the European Union, Luxembourg. Available here.
    51
    Urzi Brancati, M.C., Pesole, A. and Fernandez Macias, E. (2017). It should be noted that because COLLEEM
    is an online survey, people carrying out online tasks may be over-represented compared to on-location services.
    52
    Urzi Brancati, M.C., Pesole, A. and Fernandez Macias, E. (2020).
    53
    Ibidem.
    17
    A 2021 report suggests that on-location platform work represents over 90% of intermediated
    services in the EU digital labour platform economy. Most of these come from taxi and
    delivery services (63% of the earnings of people working through platforms), followed by
    home services, professional services and domestic work (29% in terms of earnings). The
    online services such as micro tasks, freelance, contest-based and medical consultations
    account for the remaining less than one-tenth of the work.54
    The five biggest digital labour platforms are estimated to be responsible for about half of the
    total earnings of people working through platforms in the EU, whereas the top 25 platforms
    account for about four-fifths of the earnings. Most of the largest platforms55
    are either ride-
    hailing or delivery services - two such platforms56
    account for an estimated 17% of the digital
    labour platform economy (EUR 2.4 billion out of a total of EUR 14 billion in 2020).57
    The European platform economy is dominated by digital labour platforms originating in the
    EU (77% of all active digital labour platforms) (Figure 5). This share drops when weighted
    for comparison purposes in terms of earnings generated through platforms, as platforms
    originating in the EU account for about half of the earnings of people working through
    platforms. Most big platforms, therefore, seem to originate from outside the EU. Platforms
    originating from the US and the UK account for about 95% of the earnings of people working
    through platforms founded outside the EU.58
    At the same time, there is a variety of smaller-
    scale platforms operating in one or a few Member States,59
    while specific regulations in some
    Member States prevent the major players from entering their markets. Looking at the most
    prevalent Member State origin of European platforms, German platforms are largest with
    about EUR 1 billion in earnings for people working through platforms in the EU, followed by
    France (EUR 0.7 billion), the Netherlands (EUR 0.4 billion), Spain (EUR 0.4 billion) and
    Estonia (EUR 0.2 billion).60
    54
    W. de Groen, Z. Kilhoffer, L. Westhoff, D. Postica and F. Shamsfakhr (2021). Available online.
    55
    Measured by earnings of people working through platforms
    56
    Uber and Uber Eats.
    57
    W. de Groen, Z. Kilhoffer, L. Westhoff, D. Postica and F. Shamsfakhr (2021). Available online.
    58
    Ibidem.
    59
    See Annex I for a non-exhaustive list of examples of platform companies active in different Member States.
    60
    W. de Groen, Z. Kilhoffer, L. Westhoff, D. Postica and F. Shamsfakhr (2021). Available online.
    18
    Figure 5 Origin of digital labour platforms active in EU27 (2020)
    a) Share in number of platforms b) Share of earnings of people working
    through platforms
    Source: CEPS (2021).
    Most of the non-EU platforms providing on-location services have an established office in
    the EU, whereas online labour platforms tend not to. In total, 84% of non-EU platforms do
    not have an office in the EU. This, however, represents less than a tenth of platform work in
    the EU.61
    This is likely to be affected by recent (proposed) instruments, such as the revised
    Directive on Administrative Cooperation (DAC7)62
    and the proposal for a Digital Services
    Act.63
    Both instruments require platforms operating in the EU to have a legal representative
    in one Member State.
    Most of the digital labour platforms active in the EU are for-profit companies, with non-for
    profit companies representing 6% of active digital labour platforms (and less than 1% in
    terms of earnings).64
    The primary source of revenue for three-quarters of digital labour
    platforms active in the EU is commissions.65
    Out of the identified landscape of active digital
    labour platforms in the EU, most intermediate on-location services, such as delivery services,
    domestic work or other services provided on-location. For each of these services, there are
    well over 100 active platforms, out of a non-exhaustive but representative landscape of 516
    active platforms examined in the 2021 study. Only on-location ride-hailing services are
    intermediated by fewer platforms (55 or 11% of active digital labour platforms).66
    61
    Ibidem.
    62
    Available online.
    63
    Available online.
    64
    W. de Groen, Z. Kilhoffer, L. Westhoff, D. Postica and F. Shamsfakhr (2021). Available online.
    65
    Ibidem.
    66
    Ibidem.
    EU27 (396 -
    77%)
    Other Europe
    (41 - 8%)
    North
    America (61 -
    12%)
    Asia (9 - 2%)
    Oceania (7 - 1%)
    Other (2 -
    0%)
    EU27 (EUR 3bn
    - 51%)
    Other
    Europe (EUR
    0bn - 5%)
    North
    America
    (EUR 3bn -
    42%)
    Asia (EUR
    0bn - 1%)
    Oceania (EUR 0bn - 1%)
    Other (EUR
    0bn - 0%)
    19
    When it comes to online platform work, the most frequently intermediated services are online
    writing and translation (97 or 19% of active digital labour platforms) and creative and
    multimedia work (92 or 18% of active digital labour platforms).67
    It is important to note that while the majority of platforms focus on a single type of service
    (328 or 64% of active digital labour platforms), about one-third of them offer multiple types
    of services. 68
    An alternative classification of services intermediated by digital labour platforms according
    to economic activity (according to NACE sectors) shows that most digital labour platforms
    are active in intermediating services in the transportation and storage (200 or 39% of active
    platforms) and administration and support (167 or 32% of active platforms).69
    3. PROBLEM DEFINITION
    Given the specific features of platform work, people working through platforms often
    face challenges they face in terms of working conditions and social protection, which are
    difficult to address within existing legal frameworks. The following sections describe the
    problem in more detail, delving into its underlying causes and consequences in the context of
    a perspective EU initiative on platform work.
    Partially, the problem is influenced by global megatrends affecting labour markets in
    general, such as globalisation, digitalisation and ongoing societal shifts and changes. These
    drivers, while having an impact on the problem the EU initiative aims at tackling, are
    ‘external’ to its scope and reach. They are described in section 3.1, together with other
    phenomena that are intrinsic to platform work itself and beyond direct reach of policy action
    (the sustained growth and expansion of it, and the generalised increase in the use of IT tools
    and new technologies in the world of work).
    Most importantly, the poor working conditions in some types of platform work and the
    inadequate access to social protection linked to it are driven by multifaceted and complex
    ‘internal drivers’ which, for analytical purposes, are clustered into four macro-drivers. First,
    these are the drivers related to the employment status (described in section 3.2). Secondly,
    those stemming from the algorithm-based business models of platforms, such as insufficient
    access to information and consultation, to redress and to collective dialogue (described in
    section 3.3). Thirdly, the internal drivers related to the cross-border nature of platform
    work (section 3.4). Finally, those related to gaps in the coverage of existing and
    forthcoming legislation (at both EU and national level, as explained in section 3.5) with
    regards to platform work challenges.
    These ‘internal drivers’ are the aspects of the problem that the EU initiative would aim at
    addressing to prevent negative consequences (described in section 3.6). These concern
    primarily the people working through platforms, who face, among other things, work and
    67
    W. de Groen, Z. Kilhoffer, L. Westhoff, D. Postica and F. Shamsfakhr (2021). Available online.
    68
    Ibidem.
    69
    Ibidem.
    20
    income precariousness, limited career opportunities, weak bargaining power and are often
    unaware of rights they are entitled to. However, the problem also has consequences for
    digital labour platforms, especially SMEs and startups who seek to scale-up their business
    from a local to a European level, only to find substantial legal uncertainty, administrative
    burdens and unfair competition vis-à-vis bigger players. The same section also describes the
    more general consequences for markets and consumers and Member States, who lose out
    on the fiscal revenues that would derive from a correct employment status classification, face
    enforcement difficulties, do not have enough data for evidence-driven policymaking and risk
    to experience a race-to-the-bottom in social standards.
    The intervention logic is diagrammatically summarised below (‘problem tree’).
    21
    3.1 External drivers of the problem
    3.1.1 Megatrends: globalisation, digitalisation and societal changes
    Platform work is a new, technology-enabled, non-standard form of work. Its rise and main
    characteristics can be indirectly traced back to three megatrends that are affecting the world
    and having repercussions on a wide array of social and economic phenomena.
    The first one is globalisation. In the last century, the acceleration in the opening up of
    borders and lowering of cross-country barriers has resulted in an exponential growth in the
    global, cross-country flow of goods, capital, ideas and people. This has brought as many
    opportunities as challenges to the governance of labour markets and its institutions. The
    globally increased competition between companies has led them to seek ways of reducing
    costs to make up for decreasing revenues. Amongst other practices, the widespread use of
    non-standard contracts, coupled with an increasing outsourcing of the workforce, has led to a
    decrease in overall standard employment, with detrimental effects for the working conditions
    and social protection of the workers concerned.70
    Long-term corporate cost-cutting and
    streamlining has also been affecting the wages of workers. As of 2018, low-wage earners71
    in
    the EU stood at 15.3% of the workforce (cfr. Figure 6). Low-wage earners were strongly
    represented among workers younger than 30 (25%) and among workers in the
    accommodation and food services (39%) and in the support services that include temporary
    work agencies (33.3%).72
    Figure 6: Share of low-wage earners in the EU, 2018
    Source: Eurostat (online data code earn_ses_pub1s). Note: data exclude apprentices.
    70
    Non-standard employment around the world: Understanding challenges, shaping prospects, International
    Labour Office – Geneva: ILO. 2016. Available online.
    71
    Low-wage earners are defined by Eurostat as those employees earning two thirds or less of the national
    median gross hourly earnings. Hence, the threshold that determines low-wage earners is relative and specific to
    each Member State. More information available online.
    72
    Eurostat data, available online.
    0%
    5%
    10%
    15%
    20%
    25%
    22
    A high incidence of low-wage earners is often a reflection of low bargaining power,
    especially in the context of a generalised decrease in trade union density and collective
    bargaining coverage.
    Although there have been attempts on the side of unions in various EU countries to reach out
    to people working through platforms73
    , collective bargaining in the platform economy
    remains very limited74
    and data on trade union density on platforms is scarce or non-existent.
    Globalisation affects working conditions in platform work by putting the pressure of
    competition on companies to reduce social standards in order to cut costs and increase
    revenues. Furthermore, with work on online platforms becoming increasingly available, the
    incentive is high for companies in high-income countries to purchase labour provided by
    workers in low-income countries. As of 2020, nearly 40% of online platform work demand
    came from the United States, whereas over 50% of online platform work came from India,
    Pakistan and Bangladesh.75
    Figure 7: Distribution of global labour supply and demand on major online platforms,
    by country and occupational category, 2018-2020
    Source: Graphical elaboration of data of the Online Labour Observatory
    (iLabour Project, Oxford Internet Institute and ILO)
    This is made possible by the second megatrend affecting working conditions in platform
    work: digitalisation. Digitalisation has been facilitating communications and international
    73
    Institut de Recherches Économiques et Sociales (2019). Don't Gig Up ! State of the Art Report. Document de
    travail, n° 02.2019. Available online.
    74
    Eurofound Platform economy online repository – Collective Bargaining. Available online.
    75
    International Labour Office (2021).
    23
    cooperation, allows for streamlined management and organisational processes, increased
    transparency and cross-border exchanges of ideas, work and practices. The ongoing, internet-
    driven ‘information revolution’ is facilitating the emergence of business models based on the
    collection, processing, management and monetisation of large amounts of information (‘Big
    Data’).
    Digital labour platforms’ business models are amongst these. They collect and process
    information on the existing demand and available supply of a given service. They match the
    demand and supply efficiently and monetise the whole procedure by charging customers, and
    in some instances the people working through platforms themselves, for the matching service.
    Digital tools allow them to break jobs down into micro-tasks and thus facilitate outsourcing
    to a “crowd”. As section 3.3.1 illustrates, digital labour platforms do not always limit
    themselves to matching demand and supply, but exert a lesser or greater supervision on how
    the work is performed. Hence, the challenges their business model poses to the world of
    work.
    Digitalisation mainly affects labour markets quantitatively in two ways: it has a positive
    effect on employment growth and a negative one on wage distribution. Regarding the first,
    numerous studies have found a correlation between digitalisation and a net employment
    growth, meaning that overall new technologies create more jobs than they replace. This is
    explained by the fact that digitally-induced automation mostly concerns single tasks rather
    than whole jobs, and in some instances this complements and boosts the productivity of
    certain jobs leading to further job-creation.76
    Such findings should nonetheless be interpreted
    with the caveat that employment growth is higher for jobs at low-risk of automation, i.e.
    high-skilled jobs.77
    Digitalisation also affects labour markets qualitatively, for instance by changing the way
    people interact with one another on the workplace and with their employer/contracting entity.
    By shifting parts or all of these interactions to the digital sphere, new opportunities but also
    new challenges arise and the working conditions of the people involved are affected.78
    For
    instance, digitalisation has led to a proliferation of digital technology start-ups providing
    automated services, such as virtual assistant services or automated legal services. Though
    these companies advertise their services as AI-enabled, in practice, they are often performed
    by people working through digital labour platforms to varying degrees79
    . In fact, given the
    costs involved in automation, AI companies often prefer to outsource tasks to human workers
    76
    C. Frey and M. Osborne (2013), The Future of Employment: How susceptible are jobs to computerization?
    Working Paper, Oxford Martin School – University of Oxford. Available online.
    P. Brandes and R. Wattenhofer (2016), Opening the Frey/Osborne Black Box: Which Tasks
    of a Job are Susceptible to Computerization?, ETHU Zurich, Switzerland. Available online.
    Arntz, M., T. Gregory and U. Zierahn (2016), The Risk of Automation for Jobs in OECD Countries: A
    Comparative Analysis, OECD Social, Employment and Migration Working Papers, No. 189, OECD Publishing,
    Paris. Available online.
    77
    A. Georgieff and A. Milanez (2021), What happened to jobs at high risk of automation?, OECD Social,
    Employment and Migration Working Papers, No. 255, OECD Publishing, Paris. Available online.
    78
    International Labour Office (2021), World Employment and Social Outlook 2021: The role of digital labour
    platforms in transforming the world of work, Geneva: Switzerland. Available online.
    79
    Idem, p. 123.
    24
    through platforms.80
    Digitalisation can therefore lead to the creation of an invisible
    workforce, which increases the risk of ‘dehumanisation’ and ‘commodification of labour’,
    and raises concerns over the quality of jobs that survive automation81
    .
    The growth of digitalisation exacerbates platforms’ benefits of so-called “indirect (or cross-
    side) network effects”.82
    By making centralised service-providers like platforms efficient and
    convenient for consumers: the more consumers a platform is able to reach, the more services
    it is able to offer to such consumers, which in turn makes the platform more attractive to
    other consumers, and so forth. Hence, a successful platform business model is based on
    quickly establishing, maintaining and further growing network effects, including a self-
    reinforcing circle of market-share growth, with long-term detrimental effects on the
    bargaining power of people working through that same company, but also for consumers
    themselves. As section 3.6.3 explains, consumers in highly concentrated digital labour
    platform markets face higher prices and fewer alternatives. Finally, digitalisation also has
    qualitative effects on the accessibility and performability of work. When the assignment and
    the performance of jobs become available online, the kinds of people being assigned and
    performing such jobs change. This has demographic repercussions.
    In fact, the third megatrend affecting working conditions in platform work comprises an array
    of ongoing societal changes. The number of international migrants has grown robustly over
    the past two decades. It is estimated that the number of persons living outside of their country
    of origin reached 281 million in 2020. Between 2000 and 2010, the number of international
    migrants increased by 48 million globally, with another 60 million added between 2010 and
    2020. Much of this increase was due to labour or family migration. In terms of the regional
    distribution of where migrants live, Europe was home to the largest number of international
    migrants in the world in 2020: 87 million. Europe also had the largest share of intra-regional
    migration, with 70 per cent of all migrants born in Europe residing in another European
    country.83
    In 2007, the number of people living in cities worldwide surpassed that of rural areas for the
    first time in history. By 2050, the world population is projected to be 68% urban. In Europe,
    it will be 74.9 %, compared to 51.4% in 1950.84
    Migration and urbanisation go hand in hand
    with ongoing changes in workforce participation patterns. Today, people working or actively
    seeking a job in the European Union are increasingly more likely to have a migrant
    background and/or to be women than in the past.
    80
    P. Tubaro, A.A. Casilli, and M. Coville (2020), The trainer, the verifier, the imitator: Three ways in which
    human platform workers support artificial intelligence, 7(1) Big Data & Society. Available online.
    81
    V. De Stefano (2018), “Negotiating the algorithm”: Automation, artificial intelligence and labour protection,
    Employment Working Paper No.246, International Labour Office, Geneva: Switzerland, p. 4.
    82
    F. Zhu and M. Iansiti (2019), Why Some Platforms Thrive and Others Don’t, Harvard Business Review –
    January-February 2019 issue (pp.118-125). Available online.
    83
    United Nations Department of Economic and Social Affairs, Population Division (2020). International
    Migration 2020 Highlights (ST/ESA/SER.A/452). Available online.
    84
    United Nations, Department of Economic and Social Affairs, Population Division (2019). World Urbanization
    Prospects: The 2018 Revision (ST/ESA/SER.A/420). New York: United Nations. Available online.
    25
    Urban population growth and the spread of related urban life-styles drive the growing
    consumption of on-demand services such as food-delivery, ride-hailing and
    household/cleaning services. Platform work in Europe (and most notably on-location
    platform work) is concentrated in urban areas and big cities.85
    In this context, the
    opportunities offered by platforms’ easy-to-access jobs with low entry-barriers (especially in
    terms of formal qualifications, language requirements and legal checks) are becoming
    increasingly known and attractive for migrants and people who have more difficulty
    accessing more traditional jobs. 13.3% of people working through platforms have a migrant
    background.86
    The compound effect of these societal changes, with Europe’s population
    becoming increasingly more concentrated in cities on the one hand, and migrants and women
    being increasingly more represented in the workforce, impact both the demand and supply of
    digital labour platforms’ services.
    The combined effects of globalisation, digitalisation and societal changes, including the
    ageing of the EU’s population, also have budgetary repercussions for countries. The pressure
    of global competition on cutting corporate costs, digitally-enabled outsourcing processes, a
    wider section of the population entitled to pension benefits and a much slimmer one supposed
    to pay for it may end up limiting countries’ social policy options when dealing with in-work
    poverty and precariousness. Member States may have less fiscal leverage to extend labour
    regulations (because of their intrinsic costs) and existing social security regimes to non-
    standard workers, including people working through platforms. This has detrimental effects
    on these people’s working conditions, ability to smooth consumption and face unforeseen
    fluctuations in their income, ultimately affecting the future sustainability of welfare
    systems.87
    85
    Urzi Brancati, M.C., Pesole, A. and Fernandez Macias, E. (2020).
    86
    Ibidem.
    87
    H. Glennerster (2010), The Sustainability of Western Welfare States in The Oxford Handbook of the Welfare
    State, Edited by F. G. Castles et al., Oxford University Press
    26
    The COVID-19 pandemic and its effects on platform work
    In the first nine months of the Covid-19 pandemic, demand for some types of platform work
    services plummeted as a result of the lockdown-induced restrictions (cfr. Figure 9, which reflects
    developments in online platform work only), although it subsequently picked up again.1
    Figure 9: Online labour demand on major digital labour platforms, February to mid-October 2020
    However, some types of digital labour platforms have seen the demand for their services balloon,
    particularly in the food-delivery sector. This has meant increased job opportunities for people
    working on platforms in this sector, but also additional challenges.
    Vulnerabilities regarding, for example, access to social protection, precarious working conditions
    and income stability have become more visible in this and other types of platform work. The
    pandemic has also resulted in increased health and safety risks for some people working through
    platforms, notably the on-location labour platforms.
    Some platform companies have provided people working through them with personal protective
    equipment (PPE) and, in some cases, forms of income-support and insurance. Additionally, some
    Member States’ governments have included people working through platforms in their short-time
    work and income-support schemes2
    . Nevertheless, evidence on the effects of the pandemic-led
    crisis on platform work employment and working conditions ought to be assessed further in the
    future, when data allows for more comprehensive analyses.
    1
    : Cfr: The Online Labour Index. Available online.
    2
    : International Labour Office (2021). The data are taken from 5 online platforms: freelancer.com,
    guru.com, mturk.com, peopleperhour.com, and upwork.com.
    27
    3.1.2 Growth in platform work
    Estimating the number of people working through platforms is challenging. As the ILO
    points out, platforms often do not disclose such data. Where such data is available, it can
    overestimate the number of people working through the platform, as it often reflects all
    registered people, which are not necessarily all active on the platform. In addition, people
    might also be registered on multiple platforms and possibly counted twice.88
    Most available data is therefore survey-based. This brings about certain challenges, as
    methodological and definitional differences in different surveys result in large variations in
    the estimated number of people working through platforms. Definitional differences include
    for example broad or narrow definitions of the types of platform covered and the reference
    period in question. Methodological differences, in turn, are reflected in the use of different
    approaches (i.e. income-based or job-based) in surveys.89
    Such methodological and
    definitional differences hamper comparison of results across surveys and, more broadly,
    efforts to understand and address platform work challenges.
    An online panel survey by the Commission’s Joint Research Centre90
    in two waves estimated
    the number of people working through platforms in 2017 and 2018. It combined frequency,
    hours and income generated from platform work to generate different categories of people
    working through platforms.
    Overall, the survey finds that the prevalence of platform work increased between 2017 and
    2018, which for the EU as a whole goes from 9.5% to around 11% (or 24 million people) of
    the EU’s workforce. The increase is observed in all included Member States but two.
    COLLEEM also looks into how the different categories of people working through platforms
    evolve.
    Main platform workers are those who claim to work more than 20 hours a week or earn at
    least 50% of their income doing so. This group is estimated to represent on average 1.4% (3
    million of the EU’s workforce) of the respondents in the surveyed countries in 2018, and has
    decreased by 0.9 percentage points compared to 2017. JRC notes, however, that this seeming
    decline in the number of platform workers could be influenced by methodological differences
    between the first and second COLLEEM wave.91
    Secondary platform workers provide services via digital labour platforms more than ten hours
    a week and earn between 25% and 50% of their income from platform work. They are
    estimated to represent on average 4.1% (9 million of the EU’s workforce) in 2018, and have
    increased by 0.5 percentage points from 2017.92
    People who work less than 10 hours a week and earn less than 25% of their income providing
    services via digital labour platforms (marginal platform workers) represent 3.1% (6.8 million
    88
    International Labour Office (2021).
    89
    Ibidem.
    90
    Urzi Brancati, M.C., Pesole, A. and Fernandez Macias, E. (2017). And Urzi Brancati, M.C., Pesole, A. and
    Fernandez Macias, E. (2020).
    91
    Ibidem.
    92
    Ibidem.
    28
    of the EU’s workforce) of respondents in 2018, increasing by 1.5 percentage points from
    2017.93
    When also considering national data, and acknowledging the above-mentioned non-
    comparability of the different data sources due to the variety of definitions, methodologies
    and timing, it is interesting to note that most available information hints to a dimension of 1–
    2% of the workforce being engaged in platform work as a main job, and around 10% doing it
    occasionally94
    . That said, substantial differences regarding the spread of platform work across
    countries are observable, pointing into the direction that the labour market and employment
    situation is among the decisive factors for the uptake and growth of platform work.
    The size of the digital labour platform economy in the EU in terms of revenue has
    grown almost five-fold from an estimated EUR 3 billion in 2016 to about EUR 14 billion
    in 2020 (Figure 10). This reflects consolidated revenues of involved parties (platforms,
    people working through platforms and fourth parties). Around three-quarters of these
    revenues originates from ride-hailing and delivery platforms. COVID-19 has played a role in
    recent developments in the platform landscape in the EU, with ride-hailing services (which
    until 2019 dominated the platform economy) decreasing 35% in 2020, while food delivery
    growing by 125% in the same year.95
    Figure 10: Size of the European digital labour platforms economy, in EUR billion
    Source: CEPS (2021).
    Globally, the total revenue of digital labour platforms was estimated to be around USD
    52 billion in 2019, the biggest share of which was generated by on-location ride-hailing
    platforms (and one platform in particular),96
    which in 2019 generated a revenue of USD 10.7
    93
    Ibidem.
    94
    Eurofound (2020).
    95
    Willem Pieter de Groen, Zachary Kilhoffer, Leonie Westhoff, Doina Postica and Farzaneh Shamsfakhr
    (2021). Available online.
    96
    Uber
    0 0 0 0 1
    0 1
    2
    3
    8
    1
    1
    1
    1
    1
    2
    3
    4
    5
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    3
    6
    8
    11
    14
    0
    3
    5
    8
    10
    13
    15
    2016 2017 2018 2019 2020
    Freelance Delivery Home services
    Domestic work Microtask Taxi
    Contest-based Professional services Medical consultation
    29
    billion.97
    A reason for this may be because on-location ride-hailing platforms have received a
    much larger share of venture capital funds, which in turn has significantly contributed to their
    diffusion and has allowed them to operate even at a loss.98
    A forthcoming study, based on a non-exhaustive but representative sample, notes that
    the number of digital labour platforms active in the EU has increased from around 463
    in 2016 to around 516 in early 2021.99
    Most of these platforms provide freelance, delivery
    or home services tasks. This growth trend has also been observed globally, with the total
    number of active platforms having increased fivefold between 2010 and 2020. The majority
    of these were delivery platforms, followed by those intermediating freelance services and
    those providing ride-hailing services.100
    The biggest share of these platforms globally is
    concentrated in the United States, followed by India and the United Kingdom.101
    It should be
    noted that the total landscape of digital labour platforms examined in the study is non-
    exhaustive but representative of the platform work ecosystem in the EU.
    In recent years, the net growth in digital labour platforms’ numbers in Europe seems to have
    slowed down significantly. Identified trends show that the number of newly launched
    platforms decreased, while the number of those taken offline due to limited longer-term
    viability, as well as merger and acquisition activity, increased.102
    The earnings of people working through platforms active in the EU have grown two and
    a half times in the same period from an estimated EUR 2.6 billion in 2016 to EUR 6.3
    billion in 2020 (Figure 11). Five digital labour platforms, involving predominantly food
    delivery and ride-haling services, accounted for about half of these earnings. The pandemic
    has also played a role in these dynamics, as the total earnings of people working through
    platforms is estimated to have decreased somewhat due to COVID-19.103
    97
    International Labour Office (2021).
    98
    Ibidem..
    99
    Willem Pieter de Groen, Zachary Kilhoffer, Leonie Westhoff, Doina Postica and Farzaneh Shamsfakhr
    (2021). Available online.
    100
    International Labour Office (2021).
    101
    Ibidem..
    102
    Willem Pieter de Groen, Zachary Kilhoffer, Leonie Westhoff, Doina Postica and Farzaneh Shamsfakhr
    (2021). Available online.
    103
    Ibidem.
    30
    Figure 11 – Estimated earnings of people working through platforms in the EU27 by
    type
    Source: CEPS (2021).
    Globally, the ILO has also observed a drop in the earnings of people working through
    platforms following the outbreak of COVID-19. In a rapid assessment survey carried out in
    2020 in Chile, India, Mexico and Kenya, nine out of ten people providing ride-hailing
    services through on-location platforms and seven out of ten people providing delivery
    services reported a decline in their earnings.104
    3.1.3. Increased use of workforce analytics, surveillance and algorithmic management
    Artificial Intelligence (AI) is being applied extensively in our everyday lives, for example in
    online shopping and advertising, web search, digital personal assistants, machine translations,
    or autonomous driving.105
    . The EU Fundamental Rights Agency (EU FRA) notes that 42% of
    companies report using AI-related technologies, while further 18% plan to do so in the
    future.106
    In the world of work, while the use of automated systems first gained prominence through its
    applications in the platform economy, algorithmic management tools are spreading to
    “traditional” workplaces as well. According to the European Survey of Enterprises on New
    and Emerging Risks, in 2019 machines were used for employee management or surveillance
    in 12 % of EU companies. 3.7% of enterprises reported using robots that interact with
    workers, 11.8% of enterprises used machines determining the content or pace of work, 8.2%
    used machines monitoring workers’ performance, while 4.8% used wearable devices. Only
    24.5% of enterprises that reported using digital technologies for work, discussed the possible
    impacts of the use of such technologies on the health and safety of employees. Increased
    104
    International Labour Office (2021).
    105
    See also this report by the European Parliament. Available online.
    106
    EU Fundamental Rights Agency (EU FRA) (2020). Getting the Future Right. Artificial Intelligence and
    Fundamental Rights. December 2020. Available online.
    0 0 0 0 0
    0 0
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    7.5
    2016 2017 2018 2019 2020
    Freelance Delivery Home services
    Domestic work Microtask Taxi
    Contest-based Professional services Medical consultation
    31
    work intensity or time pressure was highlighted by respondents reporting the use of workers’
    performance monitoring technologies.107
    Beyond the discussion of how to quantify the impact of AI on labour markets and what to do
    about the ensuing labour market transitions at a macro-level,108
    some authors109
    have started
    to look into the qualitative aspects connected to the digitisation of work. These are mostly
    focused on platform work and include the quality of the transformed jobs or the implications
    from the growing interactions between humans and automated digital tools used to manage
    businesses or production processes.
    Algorithms can create efficiencies, by effectively managing a vast pool of data and by
    proposing user-friendly solutions. In the world of work, AI is used for the following broad
    purposes: recruitment, surveillance, management, supervision and control, termination of
    work-related contractual relationships. These notions are to be interpreted exclusively in the
    framework of labour law. The analysis presented hereunder leaves unaffected the rights and
    classification of digital platforms under other pieces of EU law.
    AI can be used for surveillance – to monitor work performance and behaviour. This includes
    for example screening emails or internal communications for the purposes of worker
    productivity measurement or informing/influencing management decisions on worker career
    progression. If combined with personal data (such as from activity trackers regarding sleep
    and exercise patterns, food and drink intake), algorithms could help build profiles that reflect
    a worker’s propensity to take extended periods of sick leave, the impact of personal life on
    productivity levels, or the likelihood of getting pregnant (and hence taking maternity leave
    and be potentially less available due to care responsibilities), to name a few.
    Algorithms can also be used for management and control - to make decisions on promotion
    and termination of work-related contractual relationships, or manage work performance and
    behaviour. For example, automated systems in the platform economy are applied for
    algorithmic management. This includes situations in which algorithms take decisions for task
    allocation (which can affect for example pay levels) or give work instructions (which route
    should drivers or riders take, etc.) based on internal metrics and/or worker ratings.
    A study by CEPS finds out that, for a selection of digital labour platforms,110
    many of these
    seek to supervise the behaviour of people working via them through detailed monitoring of
    their activities. Surveillance is especially common on location-based ride-hailing and delivery
    107
    EU-OSHA (2020). European Survey of Enterprises on New and Emerging Risks (ESENER) 2019. Available
    online.
    108
    For an overview of such discussions and the implications from an EU perspective, see for example Michel
    Servoz (2019). The future of work? Work of the future! On how artificial intelligence, robotics and automation
    are transforming jobs and the economy in Europe. Available online.
    109
    See for example Valerio De Stefano (2019) or Jeremias Adams-Prassl (2019).
    110
    It is important to note that, while for the CEPS study platform landscape, a non-exhaustive but representative
    list of 516 digital labour platforms were examined, the analytical framework connecting business models and
    their impact on working conditions is based on 52 country-platform observations.
    32
    services, as well as freelance services. In contrast, customers tend to monitor people working
    through platforms in home services, professional services and domestic work.111
    Surveillance in the platform economy plays an important part in guiding the algorithmic
    management of people working through platforms through its impact on internal metrics and
    ratings. Examples of types of surveillance include the use of GPS data to monitor worker
    location on on-location platforms, or using monitoring systems that automatically take
    screenshots of people’s screens when work is carried out online.112
    Such ‘performance’
    information can potentially be gathered even while off-duty and be incorporated in internal
    metrics used by the platform company to judge the actual or potential performance of people
    working through it (e.g. how safe one is driving or likely to drive, etc.). When combined with
    customer ratings, therefore, surveillance can impact the access to work opportunities.
    The abovementioned CEPS study notes that, for a selection of digital labour platforms,
    algorithms often take the decisions regarding account suspension and termination. The
    majority of reviewed platforms seem not to offer any dispute resolution for people working
    through platforms. Of platforms that offer such a mechanism, half provide a human contact
    point to review and reconsider decisions, while the other half provide a dispute resolution
    process arbitrated by a third party. Human review tends to be available on platforms
    intermediating location-based taxi services.113
    Algorithms can also be used to determine a person’s eligibility for a potential task (e.g.
    vehicle age as one of the criteria for ride-hailing platforms), track their movements (via their
    phone’s GPS), make conclusions about work performance (tapping into smartphones’
    gyroscope to note a vehicle’s sudden acceleration or braking), or assign work. Algorithms are
    also used to influence the supply of labour by ‘nudging’ and enticing workers to areas of high
    demand by using for example ‘surge pricing’.114
    The breadth of AI use-cases in the world of work suggests that algorithms are increasingly
    used to execute decisions that were previously part of the responsibilities of managers
    and human resources personnel.
    On digital labour platforms, algorithms match clients with workers, evaluate work
    performance, and even manage and organise the delivery process of each task. Such
    practices are very relevant for worker classification discussions in the platform economy, as
    platforms usually classify people working through platforms as self-employed while at the
    same time exerting supervision and control over them through algorithms.
    Employers have been found to often use three related supervision and control mechanisms:
    direction, evaluation, and discipline in order to achieve a desired behaviour from workers.
    Direction entails for example specifying what needs to be performed, in what order and time
    111
    Willem Pieter de Groen, Zachary Kilhoffer, Leonie Westhoff, Doina Postica and Farzaneh Shamsfakhr
    (2021). Available online.
    112
    International Labour Office (2021).
    113
    Willem Pieter de Groen, Zachary Kilhoffer, Leonie Westhoff, Doina Postica and Farzaneh Shamsfakhr
    (2021). Available online.
    114
    Available online.
    33
    period, and how accurately. Evaluation entails reviewing workers to address mistakes, assess
    performance, and identify inadequate performance. Discipline entails punishing and
    rewarding workers to prompt cooperation and enforce compliance with the employer’s
    direction.115
    A central aspect of algorithmic management in the platform economy is the use of automated
    systems for task allocation. It has important implications for access to work opportunities and
    hence the income of people working through platforms. Related to task allocation is the issue
    of algorithmic ratings in the platform economy. Many platforms apply user-generated
    rating systems. Algorithmic ratings have been found116
    to raise important concerns about
    discriminatory outcomes, as it can be subject to gender and racial stereotyping.
    Research117
    further suggests that platform companies have used algorithms to restrict access
    to jobs for people working through platforms with low ratings. In addition, algorithmic
    ratings can be volatile because they often dynamically draw from multiple data sources,
    update frequently, and automatically deny access even based on small variations in ratings.
    Court rulings and algorithmic management
    The implications of using algorithms to manage people working through platforms were the
    subject of a court ruling from January 2021118
    in Italy, in which the court ruled that an
    algorithm used by a food delivery platform to rank and offer shifts to riders was
    discriminatory. According to the court, the algorithm’s failure to take into account the
    reasons behind a cancellation amounts to discrimination and unjustly penalizes riders with
    legally legitimate reasons for not working (for instance due to family emergencies or ill
    health).
    The particular algorithm examined by the court was used to determine the “reliability” of a
    rider. According to the ordinance, if a rider failed to cancel a shift pre-booked through the
    app at least 24 hours before its start, their “reliability index” would be negatively affected.
    Since riders deemed more reliable by the algorithm were the first ones to be offered shifts in
    busier time blocks, this effectively meant that riders who could not make their shifts—even if
    due to a serious emergency or illness—would have had fewer job opportunities in the future.
    In March 2021 a Dutch court ruled that the use of an algorithmically-assisted process by a
    ride-hailing platform to support decisions on account termination did not breach provisions in
    the General Data Protection Regulation – namely Article 22, which provides the right to have
    a ‘human in the loop’, i.e. not to be subject to fully automated decisions. The decision was
    taken after Uber provided proof of its internal Risk Operations team assessing fraud risks
    initially signalled by automatic means.119
    The proof was not disputed by the applicants.
    Hence, the court concluded that there was significant human intervention in the account
    deactivation assessment and decision procedure.
    115
    Katherine C. Kellog et al. (2020). Algorithms at work: the new contested terrain of control. Academic of
    Management Annals 2020, Vol. 14, No. 1, 366–410. Available online.
    116
    Ibidem.
    117
    Ibidem.
    118
    Available online.
    119
    Available online (in Dutch).
    34
    In a different ruling from April 2021, a Dutch court ordered120
    Uber to compensate and re-
    hire drivers, who were judged to have been unlawfully dismissed by algorithmic means.
    Having outlined the different ways in which AI is applied in the world of work and notably in
    platform work, it should be noted that AI is not a static concept and there are different
    approaches to its development.121
    For the purpose of this analytical document, it is important
    to mention two particular types of algorithmic systems which have different impacts on
    capabilities and related challenges (notably regarding machine learning algorithms as ‘black
    boxes’).
    Rules-based AI produces pre-defined outcomes that are based on a set of certain rules coded
    by humans (if A happens then do B). In practice, this means that AI programmers need to
    make up a large number of rules ahead of time to try to handle all possible scenarios. Rules-
    based AI systems have been the basis of earlier periods of AI advances, such as during the
    1980s. These systems’ limitations contributed to other factors that led to reduced funding and
    interest in AI systems (it was the so-called ‘AI winter’) in the 1990s.122
    Nevertheless, rules
    based AI systems continue to be heavily used across all industries, for instance for simulation
    and planning tasks, which might also be relevant for workers.
    More recently, machine learning techniques have contributed to the extensive application of
    AI in numerous sectors of economy. Machine learning techniques use artificial neural
    networks,123
    which mimic how the human brain operates. A human programmer sets the
    objective of machine learning systems, which then define their own set of rules that are
    largely based on data used to train the system. For example, an image recognition algorithm
    could be told its objective is to recognise cats in images. The system is then fed pre-labelled
    data with cat images, upon which it is trained to recognise cats. Once it sets its own rules, the
    machine learning system can start recognising cats in unlabelled images as well.
    It is important to note that machine learning brings distinctive challenges due to the lack of
    clarity as to how the system develops its rules (or what they really are). Such information is
    often times unknown even to the developers of the system, hence the depiction of AI as ‘a
    black box.’ This also brings challenges from the perspective of responsibility. With machine
    learning, responsibility becomes diffuse – it becomes increasingly hard to answer who is
    responsible when something goes wrong, whether it is the programmer, the provider of the
    software, or the user.
    120
    Available online (in Dutch).
    121
    For example i). Machine learning approaches, including supervised, unsupervised and reinforcement
    learning, using a wide variety of methods including deep learning; ii). Logic- and knowledge-based approaches,
    including knowledge representation, inductive (logic) programming, knowledge bases, inference/deductive
    engines, (symbolic) reasoning and expert systems; and iii). Statistical approaches, Bayesian estimation, search
    and optimization methods.
    122
    Joint Research Centre (2020). Historical Evolution of Artificial Intelligence. Available online.
    123
    A computational learning system that uses a network of functions to understand and translate a data input of
    one form into a desired output, usually in another form. The concept of the artificial neural network was inspired
    by human biology and the way neurons of the human brain function together to understand inputs from human
    senses. Source available online.
    35
    The use of algorithms in platform work and the general labour market therefore has important
    implications for the working conditions of an increasing number of people. It also brings
    distinct challenges, which are examined in depth in section 3.3.1.
    3.2 Internal drivers related to the employment status
    The key challenge in platform work is the risk of misclassification of the employment
    status. Such misclassification negatively affects the access of people working through
    platforms to existing labour rights and protection.
    With most people working through platforms combining features of subordination and
    autonomy, it is not always clear whether they should be considered as workers or self-
    employed, and what obligations would fall on the platforms as employers or as contracting
    entities. Only people who are considered as workers have access to the full set of labour
    rights, such as on working time, paid annual leave, maternity, paternity and parental leave,
    and in general occupational health and safety. Workers also have easier access to social
    protection (although gaps remain for workers in non-standard employment) and are better
    protected in cross-border situations, in case of disputes on jurisdiction or applicable law (see
    also Section 3.4).
    A common feature of digital labour platforms’ business models is the characterisation of the
    work relationship as other than one of employment. Platforms often rely on “independent
    contractors”, “third-party service providers” and “freelancers” to offer services. Platforms
    define themselves as intermediaries connecting service providers to clients and therefore
    describe the service providers’ status as independent contractors in their standard contracts.
    Contractual terms and conditions for service providers often explicitly exclude any status of
    employment and deny any responsibility of the platform as an employer.124
    The risk of false self-employment
    Various aspects of how services are provided through these platforms may often resemble
    working conditions in an employment relationship. Hence, there is a high risk of
    misclassification, by which people working through platforms are classified as self-
    employed despite not necessarily enjoying the full autonomy that comes with such status.
    Although in most cases people working through platforms have the freedom to decide
    whether to log in and thus when to work, as illustrated in sections 2.1 and 2.2, the actual
    organisation of work may be determined by the platforms themselves. For example, through
    their terms of service agreements, platforms may unilaterally regulate conditions pertaining to
    pay, working time, dispute resolution, customer service etiquette, and more, while
    simultaneously using technological means to monitor and evaluate the work.125
    This can lead
    to what is commonly referred to as false self-employment, depriving the people concerned of
    basic workers’ protection and often also limiting their access to social security schemes.
    124
    Z. Kilhoffer et al. (2020), Study to gather evidence on the working conditions of platform workers. Final
    report prepared for the European Commission, Brussels. Available online. ILO (2021).
    125
    International Labour Office (2021), particularly section 5.1.1.
    36
    In platform work, the contractual relationship between the person providing work and the
    platform will in most cases come into being when the person in question accepts the
    platform’s terms and conditions online. Such contractual terms and conditions, though, are
    often expressed in opaque and unintelligible ways, thereby compromising the person’s ability
    to fully understand what they are signing up for, in particular where the Platform-to-Business
    Regulation126
    does not apply.127
    The role of algorithms in concealing the employment status
    The contractual terms and conditions presented to people on platforms may not correctly
    reflect the actual treatment and relationship that will follow. This is due to the fact that many
    of the management operations on platforms are automated through the use of AI, particularly
    in instances where existing regulations, such as the Platforms-to-Business Regulation, do not
    apply.
    Available evidence of this is often based on anecdotal accounts, mostly due to a lack of
    transparency of ‘black box’ decisions. For example, in 2020, some of the couriers and
    drivers of one of the biggest food delivery platforms128
    blamed unexplained changes to the
    algorithm for affecting their jobs and incomes. When they asked for reasons about their
    plummeting income, the company told them it had no human supervision over how many
    deliveries they received.129
    One should note that forthcoming internal market acquis may
    address issues related to transparency and responsibility in the development, deployment and
    use of AI systems used in the world of work.130
    The impossibility to explain certain algorithmically-driven decisions and the lack of
    responsibility resulting from the use of certain algorithms may also contribute to the potential
    misclassification of people on platforms, since their factual relationship with the platforms
    may not be that described in the contractual terms and conditions they signed up for.
    Therefore, the lack of transparency inherent in the technology further allows for concealment
    of factual evidence needed to establish a correct employment status classification.
    Flexibility and bargaining power
    Most digital labour platforms’ business models rely on contracting self-employed people
    rather than employing them under labour law conditions. The reliance on contractors
    provides platforms with more flexibility than traditional service providers that rely on
    dependent employees, as it possibly allows them to adjust the supply of service providers to
    fluctuations in demand.131
    The administrative steps involved in recruitment and workforce
    management, as well as the resulting costs in terms of social security contributions and
    taxation, possibly to be provided across borders, can be seen by platforms as a burden on
    their competitiveness and agility on the market.
    126
    Regulation (EU) 2019/1150. Available online.
    127
    J. Venturini et al. (2016), Terms of Service and Human Rights: An Analysis of Online Platform Contracts.
    Council of Europe and FGV Direito, Rio de Janeiro. Available online. ILO (2021).
    128
    Uber Eats
    129
    Available online.
    130
    AI Act proposal.
    131
    OECD (2019), Gig economy platforms: boon or bane? Economics department working papers No. 1550.
    Available online.
    37
    The persons working through platforms, on the other hand, may not have a choice but to
    accept the standard contracts on offer, also in reason of the fact that they lack any significant
    bargaining power in the pre-contractual stage. In practice, the employment status and the
    resulting rights of people working through platforms will therefore often be determined
    unilaterally by the platforms’ terms and conditions rather than by the outcome of a genuine
    contractual negotiation, which would be typical for genuine self-employed activity.
    There are a few examples of platforms offering all or some of its workers an employment
    contract. In many of these cases, however, platforms use subcontracting business models with
    work providers in a position similar to temporary agency workers.132
    Also, in some countries,
    workers can be classified under a third employment status – this is a hybrid classification
    sitting somewhere between that of employee and self-employed in terms of rights and
    obligations. Nevertheless, the predominant employment model remains the self-employed
    status.133
    Uncertainty concerning the employment status
    Existing regulation on platform work at national level remains patchy and often limited to
    specific sectors. This means that many people working through platforms often fall between
    the cracks of labour and social protection, which also leads to a lack of equal treatment
    between them and traditional workers. A blurred distinction between employers and clients,
    as well as grey zones between workers and self-employed people, lead to regulatory
    uncertainty over applicable rules, thereby affecting the working conditions of people on
    platforms and their access to social protection.
    Platform work is usually not legally recognised as a stand-alone form of work. Member
    States’ labour regulations typically do not specify the employment status of people working
    on platforms.134
    Whether a person engaged in platform work is deemed to be an employee
    and thus falls under the remit and protection of labour law depends on the general rules on
    employment status in each Member State.
    These rules are not harmonised and, despite there being CJEU case-law on the concept of
    “worker”, there is no EU-wide definition used throughout the EU’s social and labour acquis.
    The CJEU’s approach to deciding who is a worker is to a large extent determined by whether
    an EU legal instrument refers to national definitions or not.135
    CJEU case-law on the platform economy
    132
    Eurofound (2018).
    133
    Eurofound (2018). Kilhoffer et al. (2020). International Labour Office (2021).
    134
    Eurofound (2018), p. 43.
    135
    Risak/Dullinger (2018), The concept of worker in EU law: Status quo and potential for change, ETUI,
    Brussels. Available online; Kontouris (2018), The concept of ‘worker’ in European Labour Law –
    Fragmentation, Autonomy, and Scope, 47(2) Industrial Law Journal 192. Available online; see, for instance,
    CJEU, C-658/18, UX, 16.7.2020. Available online.
    38
    The Court of Justice of the European Union has had several occasions to pronounce itself on
    the legal qualification of digital labour platforms. In a first series of rulings which do not
    directly touch on the labour law dimension of the platform economy but might have indirect
    consequences on the responsibilities of platforms under labour law, the Court took a position
    on the classification of services provided by platform operators and its regulatory
    implications.136
    In relation to the ride-hailing platform Uber, the Court ruled that, in view of
    the high degree of control which the company exercises over the driver, the service delivered
    and its remuneration, the platform’s business model does not merely constitute an online
    intermediation service, but must be classified as a service in the field of transport and
    therefore must comply with sectoral rules in that area. By contrast, a platform such as Star
    Taxi App which is limited to licensed taxi drivers for whom this intermediary service is only
    one of several means of acquiring customers, which they are by no means obliged to use, and
    which does not organise the general functioning of the ride-hailing service by selecting the
    drivers, setting or collecting the fares or controlling vehicles or the behaviour of drivers,
    remains a company offering an information society service and is not classified as a ride-
    hailing service. It remains to be seen whether the Court will extend this reasoning to the
    obligations that digital labour platforms carry for the people working for them.
    While the Court did not yet deal with the employment status in platform work directly, it was
    seized in a similar case of a neighbourhood courier providing services exclusively for a parcel
    delivery company as a “self-employed independent contractor”. The case concerned the
    application of the Working Time Directive.137
    In that instance, the Court did not exclude the
    classification of such a person as self-employed and indicated that the person’s independence
    is based on a number of indicators, including: the possibility to use subcontractors or
    substitutes; the discretion to accept or not to accept the tasks offered by the company; the
    freedom to provide services to any third party, including direct competitors of the company;
    and the discretion to fix his hours of work to suit their personal convenience.
    The Court also made clear that such classification can only hold provided that the referring
    court ascertains that the person’s independence from the company is not fictitious and that it
    is not possible to establish a relationship of subordination, which the referring court must do,
    taking into account all the relevant factors relating to that person and to the economic activity
    they perform.
    While in most Member States, and at EU level, labour law is based on a binary distinction
    between worker and self-employed, some Member States (e.g. Germany, France, Italy, Spain
    and Portugal) have created a third/intermediate category of employment, usually for self-
    employed individuals depicting a degree of economic dependency towards a quasi-
    employer.138
    This, as well as other contractual statuses used in platform work in Member
    States, may add to the enforcement complexity of laws and jurisprudence.139
    136
    CJEU, cases C-434/15, Asociación Profesional Elite Taxi (Uber Spain), C-320/16, Uber France, and C-
    62/19, Star Taxi App. Available online, respectively, here, here and here.
    137
    CJEU, case C-692/19, Yodel Delivery Network. Available online.
    138
    Eurofound (2018).
    139
    A detailed overview can be found in annex IV.
    39
    In situations of legal ambiguity, Member States either approach these with statutory
    definitions of the employment relationship (e.g. Germany) or rely on criteria developed by
    case-law (e.g. Ireland, Sweden). Some Member States have laid down legal presumptions in
    their labour regulations to make it easier for individuals considering themselves as false self-
    employed to claim their rights, either in specific sectors (e.g. Belgium), for certain
    professions (e.g. France) or where a number of criteria are met (e.g. Spain, Netherlands,
    Malta).
    Some Member States (e.g. Belgium, Italy, Malta) provide for an administrative procedure
    involving an administrative or other independent body which allows a party to a contract to
    ascertain the employment status involved. However, such instruments are far from
    universally available in all Member States. Labour inspectorates in some Member States
    (e.g. Bulgaria, Latvia, Poland) can play a role in reviewing and assessing contractual
    relationships and reclassifying them, but their resources are often limited and, in the absence
    of physical work premises, as is often the case in platform work, they are not always fully
    aware of platforms’ activities.
    Challenging misclassification in court
    In many cases, a person who considers herself to be false self-employed does not have a
    choice but to challenge the alleged misclassification through legal action in court. People
    working on platforms can seize a judge to challenge their employment status as determined
    by the platforms’ terms and conditions to demand re-classification as a worker or, typically
    after the contractual relationship has been terminated, to claim rights resulting from the
    employee status.
    Trade unions can support workers in their legal actions. However, due to the nature of
    platform work, which does not entail fixed job premises and is often being performed on
    wheels, from home or in other people’s homes, trade unions can face difficulties in
    identifying and getting in touch with people working through platforms.
    According to the general rules in Member States’ procedural law on the burden of proof, it
    is for the person claiming the violation of a right to establish and prove the necessary facts
    before the court. This means that the onus lies with the worker claiming rights from the
    employee status. However, one of the crucial elements of an employee status – legal
    subordination – often cannot be inferred from the terms of the contract, but derives from the
    actual organisation of work. It is often difficult for people working on platforms to establish
    such facts, as they have only limited insights into the organisation of work, its allocation
    and control and the underlying mechanisms140
    , in particular where they are determined by
    algorithms (see section 3.3.1).
    Despite such practical and procedural obstacles to redress, litigation on the classification of
    platform work relationships has been increasing in recent years in the absence of a specific
    legal framework. A significant number of court and administrative cases dealing with the
    employment status of people working through platforms has been observed in nine Member
    140
    M. Risak (2017), Fair working conditions for platform workers: Possible regulatory approaches at the EU
    level, Friedrich-Ebert Stiftung. Available online.
    40
    States.141
    The majority of those cases dealt with on-location platform work in the passenger
    transport and food delivery sectors. However, several cases also concerned other forms of on-
    location platform work, such as digital labour platforms for on-location micro-tasks142
    and
    platforms intermediating cleaning or similar services. No cases for online platform work were
    identified. The fact that no case-law on alleged misclassification in platform work was found
    in other Member States might be explained by the introduction of specific regulation on the
    matter143
    . Alternatively, this may be explained by structural factors in those countries such as
    less litigation on the employment status and on labour law matters in general, and the absence
    or weakness of workers’ organisations which typically support workers in bringing legal
    action to courts.
    Existing jurisprudence on the employment status
    This case-law has an important impact, as courts have decided in favour of reclassification
    in a significant number of the cases observed. Where cases have reached the highest court in
    a Member State, the courts have generally ruled in favour of employment status (France,
    Germany, and Spain).144
    The only exception is Italy, where the Supreme Court applied the
    legal regime of the third category status (lavoro eteroorganizzato) to food delivery
    couriers.145
    In other countries, such as Belgium or the Netherlands, litigation on
    misclassification in platform work have not reached the highest courts yet, but might do so in
    the near future.
    There where highest courts have decided on landmark cases, this case-law has often not
    settled the issue, as lower-instance courts have not always followed that jurisprudence in
    subsequent rulings. For instance, the Lyon Appeals Court found drivers working for a ride-
    hailing platform to be self-employed despite an earlier French Supreme Court ruling to the
    contrary. In Italy, the Palermo Civil Court went beyond the Supreme Court ruling by
    reclassifying food delivery riders as workers, while the Florence Civil Court rejected that
    classification. Spain is the only Member State where case-law seems to have consolidated in
    favour of reclassification as workers as a result of a high number of lawsuits.
    Drawing general conclusions from the national case law can be challenging given the
    diversity of approaches taken. Nevertheless, some common patterns can be observed. In
    general, courts have not been constrained by contractual stipulations, focusing instead on the
    individual circumstances of work organisation in each case.146
    Also, legal presumptions for
    141
    These are Belgium, Denmark, France, Germany, Ireland, Italy, the Netherlands, Spain and Sweden. This
    section draws heavily on an analysis of more than 100 court decisions and 15 administrative decisions on cases
    of alleged misclassification of platform workers in these Member States, as well as Switzerland and the United
    Kingdom, carried out by the European Centre of Expertise in the field of labour law, employment and labour
    market policies (ECE). “Case Law on the Classification of Platform Workers: Cross-European Comparative
    Analysis and Tentative Conclusions”, May 2021. Available online. For all other Member States, the absence of
    relevant case law has been confirmed by the respective national experts in the ECE network.
    142
    An example of this is the Click and Walk platform in France which assigns on-location micro tasks such as
    mystery shopping to its users.
    143
    For instance, Law 45/2018 in Portugal requires ride-hailing platforms to conclude commercial contracts with
    a transport company that employs the drivers.
    144
    A detailed overview of all the cases considered in this section can be found in annex IV.
    145
    It is to be noted, however, that as the Supreme Court was seized by the platform which sought a qualification
    of its workers as self-employed, it did not scrutinize the part of the appeal court’s assessment which denied a
    qualification as regular employees.
    146
    Commonly referred to as the “primacy of facts” principle – see article 9 of the ILO Employment Relationship
    Recommendation, 2006 (No. 198). Available online.
    41
    an employment status in case some criteria are fulfilled have played a crucial role in national
    case-law determining the status of people working through platforms, such as in Spain or in
    Belgium. On the contrary, the French presumption of self-employed activity in case of entry
    in a business register appears to have significantly contributed to the initial reluctance of
    lower courts to reclassify people engaged in platform work as workers.
    The existence of third statuses between employment and self-employed activity has had
    different effects in Member States, owing also to the variation in rights attached to these
    statuses. As mentioned above, in Italy the existence of a third status has facilitated the
    reclassification of people working through platforms, without however closing the debate on
    a full worker status. In Spain, courts are now regularly “upgrading” people working through
    platforms from the intermediate status (“TRADE”) to regular worker status, whereas the
    French Supreme Court has ruled in favour of the worker status even after the introduction of
    special rights for self-employed people working through platforms.
    Criteria for judicial assessment of the employment status
    The criteria for assessing the employment status and the importance attributed to specific
    features of the contractual relationship are gradually shifting. Although the freedom of
    people working through platforms to decide if and when to work has frequently been
    relied upon as a reason to deny worker status by earlier judgments in particular, courts are
    increasingly discarding such reasoning by focusing instead on those people’s lack of genuine
    independence. In the majority of judgments ruling in favour of reclassification, the unilateral
    imposition of terms and conditions by platforms, especially with regards to assignment and
    payment, has been relied upon as an indicator of the platforms’ control over the organisation
    of work. In the view of judges, sanctions (or less favourable conditions for future
    assignments) in case of non-acceptance of tasks or incentives to work longer hours
    compensate for the lack of a contractual obligation to work.
    The traditional labour law criterion of subordination, in the sense of direction and control of
    the workers’ activity by the employer, has gradually taken on a different meaning due to the
    peculiarities of the role of algorithms in managing platform work. In the absence of a superior
    on the place of work, the judicial assessment focuses instead on the presence of concrete
    instructions given by platforms’ algorithms through a smartphone app on how to perform
    services, and their degree of detail. Even if no specific instructions are given for individual
    tasks, the courts give more weight to the fact that the platforms frequently determine and
    dominate all aspects of the service performed. In particular, rulings issued by courts of last
    instance refer to the constant localisation of people working on platforms through GPS
    technology, as well as to the platforms’ rating systems and measures of performance and
    (mis)conduct, which can lead to sanctions and eventually to deregistration, as tools of
    control that indicate subordination.
    Similarly, courts have increasingly come to consider elements of organisational integration
    into the platform’s business model and the absence of genuine entrepreneurial
    independence of the people working through platforms as key factors in assessing the
    employment status (in addition to the more traditional elements of direction and control).
    This includes considerations on whether the people working through platforms appear, in the
    customers’ view, as independent entrepreneurs, whether they bear the economic risk of the
    enterprise in question and have opportunities to further develop their business, or if, on the
    other hand, they may be structurally and organisationally dependent on the platform. It also
    includes the issue of ownership of equipment and infrastructure necessary for the service
    42
    provision. In Spain especially, the courts have acknowledged that the platform app and thus
    the digital infrastructure are the main means of production, rather than the smartphone or the
    means of transport. The courts’ focus on the organisational dependence of the people working
    through platforms – rather than on the lack of an explicit obligation to work – is also in line
    with established jurisprudence of the Court of Justice of the European Union (CJEU),
    according to which a person cannot be self-employed if they cannot independently determine
    their own conduct on the market.147
    Overall, a clear trend can be observed that many courts have developed a better
    understanding of the organisation of platform work, of the role of algorithms to manage
    and control delivery of services and the functioning of the market, and have shifted their
    attention to these factors in order to reclassify the contractual relationship as one of
    employment. However, this trend is not followed by all courts, as the jurisprudence is far
    from being settled. It is yet unclear whether courts in other Member States which have not yet
    had any cases will follow.
    Most of the rulings reclassifying service providers as employees concerned ride-hailing and
    food delivery platforms, but the two decisions by higher courts in Germany and France
    which examined digital labour platforms intermediating on-location micro-tasks have
    also followed this direction. So far, courts have been reluctant to reclassify people offering
    their services as cleaners through platforms, taking into account that the remuneration and
    the service delivery were agreed upon mutually between the person working through
    platforms and the client, with limited intervention by the platform. However, the low number
    of cases and the fact that they were decided by first-instance courts (in Denmark and the
    Netherlands) does not allow for a general conclusion.
    The ambiguity of platforms’ business practices
    The diversity of approaches taken by national courts, both within and between Member
    States, and the absence of case-law in many others, create legal uncertainty for platforms
    and people working through them. However, legal uncertainty does not always stem from a
    lack of regulation or diverging court rulings. It is often the result of platforms’ business
    practices. By defining their business model as the provision of intermediation services with
    service providers as independent contractors, platforms determine various conditions related
    to remuneration, working time, dispute resolution, and more.148
    Strategies used by some
    platforms to avoid obligations as employers and reclassification claims include complex legal
    set-ups between subsidiary and parent companies, mandatory arbitration clauses and making
    disputes subject to foreign law.149
    In some cases, following newly introduced legislation or
    court decisions, platforms have made changes to their business model or their contractual
    terms and conditions. However the extent of these changes are difficult to verify, also due to
    the lack of information, consultation and redress mechanisms vis-à-vis the organisational
    changes in question.150
    147
    Case C‑413/13, FNV Kunsten Informatie en Media. Available online.
    148
    Courts, however, have been challenging platforms’ classifications. For example, in Case C-434/15
    Asociación Profesional Elite Taxi v Uber Systems Spain SL. [2017], the Court of Justice of the European Union
    held that Uber is not a mere technological intermediary, rather it provides services in the field of transport.
    Available online.
    149
    International Lawyers Assisting Workers Network (ILAW), “Taken for a ride: Litigating the digital platform
    model”, Issue Brief, March 2021. Available online.
    150
    For example, in France and Spain some platform companies did not change the employment status of their
    contractors even after rulings by the highest-instance courts.
    43
    Changes to platforms’ business models following regulatory changes or court rulings in
    non-EU countries
    Following the passage of the AB5 law in the State of California in 2019, which extended the
    worker status to some people working in non-standard arrangements, including platforms,
    some digital labour platforms first argued that it did not apply to them. Following this, Uber
    made changes to its business model, allowing for drivers in California to see the “pickup, trip
    time, distance, destination and fare upfront”.151
    Finally, several ride-hailing companies
    funded a ballot initiative, Proposition 22, to exempt both ride-hailing and delivery platforms
    from the AB5 requirements, while also granting drivers some new protections. Proposition 22
    passed in November 2020 with 59% of the vote.152
    Similarly, Uber implemented the UK Supreme Court ruling of 19 February 2021 by re-
    classifying its drivers as “workers” under UK law (a status more akin to the third category
    introduced by some EU Member States), but did not apply the ruling’s passage according to
    which the time spent by drivers logged into the Uber app waiting for assignments was to be
    counted as working time. Uber argued that the ruling based its decision on key features in the
    app from 2016 that are now defunct and that its definition of working time was consistent
    with the court ruling. Furthermore, the company argued it stopped penalising drivers for
    refusing trips in 2017, removing their obligation to work.153
    Digital labour platforms can, and often have, updated their terms of use in order to comply
    with the law. For example, in 2018, when the General Data Protection Regulation became
    applicable, many platforms updated their privacy policies to signal their commitment to it.154
    The variety of judicial responses to platform work, as well as the constant changes to
    platforms’ business practices, create legal uncertainty at all levels, including for digital
    labour platforms, but in particular for the people working through them. The uncertainty over
    their employment status has a direct impact on the labour and social rights they can access,
    since the existence of an employment relationship is a key factor in cross-border situations
    and for benefiting from the EU labour and social acquis.
    3.3 Internal drivers related to platforms’ algorithm-based business model
    Platform work is by definition IT-driven, and some types of platform work can be easily
    delivered cross-border. This brings about certain challenges that have an impact on the
    working conditions of people working through platforms. Existing EU labour law does not
    tackle algorithmic management challenges. Currently, the internal market acquis is
    developing in this area, but without focusing specifically on the perspective of people
    providing services via platforms. Such challenges are driven by the lack of transparency and
    151
    The change in Uber’s policy was signaled in a blog post on the website of the company. Available online.
    152
    Proposition 22 vote results available online.
    153
    Article in the Financial Times, Uber agrees to classify UK drivers as workers entitled to benefits, 16 March
    2021. Available online.
    154
    See for example, Uber’s Privacy Policy dated 25 May 2018: Available online. See also the privacy policy for
    Upwork which has introduced a separate Data Processing Agreement in order to streamline its compliance with
    the GDPR. Available online.
    44
    clear responsibility associated with the use of algorithms, the information asymmetries and
    insufficient dialogue prevalent in platform work, as well as unclear and complicated
    relationships between platforms and authorities.
    3.3.1 Lack of information, consultation and redress and unclear responsibilities in the
    use of algorithmic tools
    Lack of sufficient information, consultation and redress underpins algorithmic management
    in platform work. Some academics note that algorithmic management may enable forms of
    oversight and control that alter the traditional role of managers in workplaces (and human
    supervision in general) or remove them further from the scene of work.155
    The particularities of how automated systems are designed and (“trained” to) operate result in
    three main challenges when applied in the world of work. At the same time, the extent to
    which these challenges translate into specific regulatory failures should be assessed both from
    the perspective of EU labour law as well as in the context of the overall internal market
    acquis. Some issues may be addressed by existing and proposed horizontal legislation.
     Bias that could lead to discrimination. There are two ways, in which bias towards
    certain groups of people could ‘creep’ in algorithms. Data bias could result when an
    algorithm finds a certain pattern in the data on which it is trained. This could for
    example be a correlation between certain personal characteristic (gender, age, ethnic
    origin etc.) and expected work performance. This could then introduce or reinforce
    discriminatory practices vis-à-vis the affected people, for example by not allocating
    tasks to certain individuals based on some personal traits, or excluding certain
    individuals from using the platforms services all together.
    The EU Fundamental Rights Agency notes that discrimination a crucial topic when it
    comes to the use of AI, because the very purpose of machine learning algorithms is to
    categorise, classify and separate. Even if information about protected attributes
    (gender, age, ethnic origin) is removed from the data, it can still be inferred via
    proxies (postal code, educational institution, etc.).156
    This makes addressing potential
    discrimination more difficult.
    A Eurobarometer survey157
    found that only around 40% of EU citizens are concerned
    that using AI could lead to discrimination in terms of age, gender, race or nationality
    – for example, in taking decisions on recruitment or credit worthiness.158
    The
    possibility that this reflects a lack of general awareness on how automated systems
    could affect one’s rights (rather than a widespread trust in the technology) should not
    be discounted.
    Algorithms can also be discriminatory due to a bias in their programming. This could be the
    result of conscious or unconscious bias held by the human developing the algorithm and
    155
    Katherine C. Kellog et al. (2020).
    156
    EU Fundamental Rights Agency (EU FRA) (2020).
    157
    Eurobarometer 92.3 (2019). Available online.
    158
    EU Fundamental Rights Agency (EU FRA) (2020).
    45
    could lead to prejudiced decisions based on programming rules. This potential for bias is best
    exemplified by the fact that about 85% of AI developers are men.159
    Despite most of the focus being on negative outcomes of algorithmic bias, it should be noted
    that the use of algorithms can also lead to socially important outcomes, such as serving as a
    behavioural diagnostic and helping society understand the nature of human error. If
    implemented well, algorithms might also have the potential to reduce bias.160
     Lack of transparency. Machine-learning-based algorithms have been labelled as
    ‘black boxes’ due to a lack of clarity on how the system has been programmed to
    develop the rules, based upon which it fulfils its primary objective.
    This lack of transparency affects the understanding of how algorithms work, what the
    implications for workers are, or even how their working conditions are affected. Most
    workers currently do not fully grasp what kind of data is being collected about them,
    how it is being used, or how to contest it.161
    In the platform economy, such lack of
    transparency can also reinforce power imbalances, leaving the people working
    through platforms unable to challenge unfavourable decisions, while at the same time
    not having access to certain rights and protections granted under labour law.162
    The EU Fundamental Rights Agency has noted the necessity to ensure that people can
    seek remedies when something goes wrong. To do so, they need to know that AI is
    being used. It also means that organisations using AI need to be able to explain AI
    systems in use and how they deliver decisions based on them.163
    The lack of information about essential aspects of the working relationship is further
    negatively affected by a limited knowledge about relevant rights under existing EU
    instruments, such as the GDPR. For example, For example, a Eurobarometer survey
    carried out in 2019 shows that only 40% of Europeans are aware that they have the
    right to have a say when decisions are automated. .164
    It is also worth noting that developers often make the claim that there is a trade-off
    between the transparency and the effectiveness of algorithms – the more
    understandable the system is, the worse it performs.
     A responsibility gap. Algorithmic systems allow the tracking, disciplining and
    setting of expectations for workers without any human supervision and control. This
    159
    Michel Servoz (2019).
    160
    Kleinberg et al. (2018) Human decisions and machine predictions. Quarterly Journal of Economics, 133(1):
    237-293. Available online.
    161
    Katherine C. Kellog et al. (2020).
    162
    To give a practical example, people working through platforms have blamed unexplained changes to the
    algorithm for having an impact on their access to tasks (and hence income). When the couriers asked for reasons
    about their plummeting income, responses from the platform company advised them “we have no manual
    control over how many deliveries you receive.” Available online.
    163
    EU Fundamental Rights Agency (EU FRA) (2020).
    164
    Ibidem.
    46
    could undermine existing fundamental rights and allow companies to distance
    themselves from decisions taken via algorithms by making it more difficult to identify
    the responsible entity, thereby preventing the attribution of (potential) obligations.
    This can create a responsibility gap due to the lack of a human ‘in the loop’ of an
    algorithmic decision. It might also prevent the effective exercise of the right of
    workers and their representatives to be informed about working conditions and
    procedures. The proposed AI Act and the General Data Protection Regulation
    introduce provisions for the human oversight of automated-decisions. Still,
    specificities of employment relations might necessitate further action best tackled
    through the Treaty social chapter.
    The EU Fundamental Rights Agency points out that without improved transparency
    of algorithmic decisions, individuals may not be able to defend themselves, assign
    responsibility for the decisions affecting them, or appeal any decision negatively
    affecting them. In this regard, opportunities to successfully complain against the use
    of AI and challenge decisions based on it are essential. This challenge is exacerbated
    by the complexity of algorithmic decision-making systems. Furthermore, a particular
    challenge to filing successful complaints against automated decisions or the use of AI
    in general relates to the need to explain decisions based on complex systems.165
    Algorithms can bring added value in managing efficiently the plethora of data and the
    matching of supply and demand, thereby creating new business models. However,
    speeds of data processing can ramp up the pressure to rubber-stamp what automated
    systems output, due for instance to information asymmetries between the human
    validator and the system itself.166
    Humans responsible for overseeing and controlling
    algorithms used for work monitoring and supervision and control might lack
    protection against undue repercussions in case they ignore automated decisions
    affecting workers.
    The general challenges described in this section and inherent in the nature of the technology
    enabling algorithmic management will not be subject to a possible initiative improving the
    working conditions in platform work, as they are dealt with through separate
    instruments167. When applied in the world of work, however, the use of algorithms results in
    specific labour-related challenges, such as lack of information, consultation and redress and
    unclear responsibilities in the use of algorithmic tools, which the potential initiative may aim
    to tackle. Section 3.2.1 of the consultation document presents in further detail these specific
    challenges. Possible avenues for EU action to address them are described in Section 6.2.2 of
    the analytical document.
    3.3.2 Information asymmetries and insufficient dialogue in platform work
    While work or services provided via digital labour platforms have opened up new
    opportunities, there is growing uncertainty on a number of issues relating to earnings,
    165
    EU Fundamental Rights Agency (EU FRA) (2020).
    166
    The risk of automation bias is reflected in the proposed AI Act.
    167
    Most notably the proposed AI Act.
    47
    working conditions and social protection. To a significant extent, these challenges appear to
    link to information asymmetries and insufficient dialogue between platforms and the
    people working through platforms. These challenges exist in other non-standard forms of
    work outside of the digital labour platform economy, yet the opaqueness allowed for by new
    digital technologies seem to be exacerbating them.
    Despite the limited research on this aspect of the digital labour platform economy, scholars
    have pointed to the need for attention to the disruptive role of digital labour platforms in
    shaping power relations and communications.168
    In this context, the information and
    power asymmetries produced by platforms are arguably fundamental to the platforms’ ability
    to exert supervision and control over the people working through them, even if these are
    classified as self-employed.
    Indeed, unclear information and consultation rights can affect the working conditions of
    people working through platforms. From their perspective, it can be difficult to maintain an
    overview of existing rights and regulations, given their complexity, scarce publicity and
    difficult intelligibility in the platforms’ terms and conditions. People working through
    platforms often accept terms and conditions without a clear overview of the corresponding
    advantages and disadvantages, despite provisions in existing instruments, such as the
    GDPR169
    and the Platforms to Business Regulation170
    .
    To some extent, the unbalanced power relationship due to the information asymmetries
    between platforms and the people working through them is a defining feature of many digital
    labour platforms. Scholars argue that the work being performed on digital labour
    platforms in some cases is shaped by the algorithmic deployment of a variety of business
    model decisions that generate information asymmetries. Hence, platforms exert “soft
    supervision” over the behaviour of people working through them.171
    In this way, the information asymmetries arise, as the rules made by the platforms may have
    the effect of weakening the position in the negotiation process of people working through
    them. Thus, due to the existence of information asymmetries, people voluntarily bind
    themselves to the protocol of the platform without having the ability to question the
    advantages and disadvantages associated with the protocol. At the same time, the lack of
    social dialogue and collective representation amplifies the drawbacks, as these would
    otherwise be a tool to intervene and reduce the information asymmetries by bringing together
    the interests of people working through platforms vis-à-vis digital labour platforms
    themselves.
    Even if the collective representation and bargaining power of people working through
    platforms were to be improved, this would not necessarily guarantee an improvement of the
    168
    A. Rosenblat and L. Stark (2016) Algorithmic Labour and Information Asymmetries: A Case Study of
    Uber’s Drivers in International Journal of Communication 10(2016), 3758-3784. Available online.
    169
    GDPR aims to address information asymmetries by providing in Article 12 that the “controller shall take
    appropriate measures to provide any information referred to in Articles 13 and 14 and any communication
    under Articles 15 to 22 and 34 relating to processing to the data subject in a concise, transparent, intelligible and
    easily accessible form, using clear and plain language”.
    In addition, the controller is obliged to facilitate the
    exercise of data subject rights under Articles 15 to 22.
    170
    The P2B Regulation only covers self-employed ‘business users’ engaged in direct transactions with
    customers.
    171
    A. Rosenblat and L. Stark (2016).
    48
    conditions, especially in case of people performing low-skilled, repetitive and easily
    replaceable tasks. While collective bargaining can be an effective tool to reducing existing
    information asymmetries, it is important to stress that the issue of information asymmetries
    and insufficient dialogue goes beyond strictly looking at the legal employment status of
    the people working through platforms. Indeed, information and consultations rights, social
    dialogue, and collective organisation are also challenging due to the specificities of platform
    work.
    For example, platform work often involves no physical shared workplace, even for on-
    location platforms, which means that people working through platforms rarely interact
    with each other, and that they may often not know who their peers on a given platform are
    or even how to contact them. Consequently, collective organisation and representation
    become difficult and fragmented, regardless of the employment relationship. For instance,
    although strikes have been organised through social media platforms, the success of these is
    dependent on whether the people are active on the social media platform in question and/or
    whether they become aware of the forthcoming strike in due time.
    Platforms’ business models, for instance those relying on a ranking system, may
    generate competition between people working through platforms rather than
    cooperation with the aim of better social protection and working conditions. This
    appears to be the case for several platforms, where couriers are ranked according to a number
    of factors, including for example their ability to work during high-demand hours, the amount
    of completed orders, their average number of deliveries per hour as compared to the fastest
    courier, customer ratings and order history.172
    The issue of information asymmetries dovetails with the opaqueness in algorithmic
    management, and thus the challenges are to some extent rooted in a general lack of
    transparency. People working through platforms have been seeking various unionised
    responses to the challenges of platform work, including strike actions over poor wages
    and working conditions. For example, the city-based ‘Riders Union Bologna’ was
    established with the aim of setting a minimum level of job security, full accident insurance
    and proper and free equipment, guaranteed working hours, decent payment and compensation
    in case of smog, rain and holiday work.173
    Similarly, the ‘Wolt Workers Group’ is a
    Copenhagen-based worker organisation that consists of a group of riders doing deliveries
    through Finnish platform ‘Wolt’ who are campaigning for better pay and working conditions,
    offering general advice to the riders.174
    This is done through petitions and protests, the latest
    having taken place in February 2021, where riders protested against changes to the payment
    model. In 2018, one group of couriers in Spain launched its own delivery platform, ‘La
    Pajara’175
    , with the aim to establish a more autonomous business model, giving the small
    team of bicycle couriers a fixed salary, health benefits and parental leave.
    Various initiatives by social partners across EU Member States are also arising. One
    example is the Framework Agreement on Digitalisation adopted by the European Social
    Partners on 23 June 2020, which aims at laying out an inclusive approach to the digital
    172
    Pierre Bérastégui (2021) Available online
    173
    Marco Marrone (2019) Rights against the machines! Food delivery, piattaforme digitali e sindacalismo
    informale in Labour&Law Issues, volume 5. No. 1. Available online.
    174
    Eurofound (2021).
    175
    La Pàjara. Available online.
    49
    transformation. The framework agreement analyses the impact of digitalisation on the
    workplace and covers all workers and employers in the public and private sectors and in all
    economic activities, including digital labour platforms.176
    While this only covers the
    instances where an employment relationship exists, the challenges identified, such as the
    impact of Artificial Intelligence and ICTs on skills, work-life balance, work environment, and
    health and safety may indeed still be relevant for all people working through digital labour
    platforms.
    Additionally, new models of collective negotiations have been developed, for instance in the
    case of Deliveroo in Belgium who employed workers through the intermediary ‘SMart’ (see
    section 2.2). A survey suggests that the arrangement was primarily motivated by the specifics
    of the Belgian tax system, but that it nevertheless provided workers with protections,
    including income security.177
    ‘SMart coops’ operate in some EU Member States178
    . In return
    for a fee, SMart helps the self-employed with administration, accounting and financial
    management tasks.
    Finally, it is important to note that some collective agreements have already been achieved
    within traditional trade union frameworks. For instance, ‘3F’ (the United Federation of
    Danish Workers) was able to conclude a temporary collective agreement with the cleaning
    platform ‘Hilfr’ in 2018.179
    In 2019, the ‘Fellesforbundet’ union and ‘Foodora’ reached a
    collective bargaining agreement that includes an annual pay hike for full-time riders in
    Norway.180
    In addition, in January 2021, 3F and the employers’ organisation ‘Dansk Erhverv’
    reached a national sectoral agreement for delivery riders, which covers riders working
    through the food delivery platform ‘Just Eat’ in Denmark.181
    Similarly, in Austria social
    partners have concluded a sectoral collective agreements for bicycle couriers working under
    an employment relationship, who from January 1st
    , 2020 could benefit from a minimum wage
    and paid leave.182
    Although these collective agreements may be limited in either sectoral
    scope or timeframe, they are important in that they display social dialogue and collective
    representation as viable means to improve the working conditions in platform work.
    Digital labour platforms are also starting to establish standalone business associations.
    For instance, ‘AssoDelivery’ is an Italian association in the food delivery industry to which
    Deliveroo, Glovo, SocialFood and Uber Eats adhere183
    , and which aims to ensure that food
    176
    The European Social Partners Framework Agreement on Digitalisation was signed by BusinessEurope,
    ETUC, CEEP and SMEunited to support the successful digital transformation of Europe’s economy and to
    manage its large implications for labour markets, the world of work and society at large. The agreement
    supports the successful integration of digital technologies at the workplace, investment in digital skills, skills
    updating and the continuous employability of the workforce. The agreement enables employers and unions to
    introduce digital transformation strategies in partnership in a human oriented approach at national, sectoral,
    company and workplace levels, including on the modalities of connecting and disconnecting and respect of
    working time rules and appropriate measures to ensure compliance. Available online
    177
    Jan Drahokopil and Agnieska Piasna (2019) Work in the platform economy. Deliveroo riders in Belgium and
    the SMart arrangement. Working paper 2019.01. Available online.
    178
    Smart (2021) Available online.
    179
    Kristin Jesnes, Anna Ilsoe, and Marianne J. Hotvedt (2019) Collective agreements for platform workers?
    Examples from the Nordic countries. Fafo. Available online.
    180
    Eurofound (2021).
    181
    Asger Havstein Eriksen (2021) Groundbreaking agreement: Danes can now order takeaways with a clean
    conscience in Fagbladet 3F. Available online.
    182
    Eurofound (2021), Collective agreement for bicycle couriers in Austria. Available online.
    183
    Associazione Italiana de categoria. Available online.
    50
    delivery platforms have a unitary representative organisation. The platforms are also
    increasingly publishing collective statement of principles, charters, and codes of conduct,
    which can be a first step in the direction of more transparency to close the gap in information
    imbalances between platforms and their associated workers. The fact that platforms are
    entering into collective associations may also create renewed pressure for people working
    through platforms to not only enter collective representation within the framework of a single
    platform, but also to seek broader unionisation. This would help addressing the question of
    workers working through different platforms simultaneously and thus having to prioritise
    their loyalties, although it would perhaps add to the challenge of identifying fellow people
    working through platforms.
    Platforms’ initiatives to improve working conditions and access to social protection
    Aside from initiatives directly linked to the COVID pandemic (see the box on the impact of
    COVID in section 3.1.1), some platform companies have proposed measures to improve
    working conditions of self-employed people that provide services through them.
    These include for example:
     Different types of private insurance schemes, such as Uber’s partnership with AXA or
    cooperation of Wolt, Deliveroo or Glovo with Qover;
     Provision of training: either directly relevant for platform work (e.g. Frizbiz and
    Heetch in cooperation with a home improvement and gardening retailer, Leroy
    Merlin) or for further career development (Uber’s cooperation with the Open
    University in the UK);
     Tools for more control and transparency over earnings (e.g. Uber’s earnings estimator
    in France);
     Tools for recording rankings (Glovo Pro to download a certificate containing
    information on the metrics and evaluations).
    Some platforms have also committed to greater transparency and improvement in working
    conditions through codes of conducts such as the Crowdsourcing Code of Conduct184
    in
    Germany or declarations such as the Charter of Principles for Good Platform Work185
    or
    Statement of Principles of EU technology platforms.186
    3.4 Internal drivers related to the cross-border nature of platform work
    Platform work across borders can create difficulties for determining the law applicable to
    the contractual obligations between the platform and the person working through it, as well
    184
    Available online.
    185
    Available online.
    186
    Available online.
    51
    as for determining which courts have jurisdiction over disputes relating to such
    obligations, in particular in situations where the employment status is not clear.
    The Brussels Ia187
    and Rome I188
    regulations set out, respectively, rules on determining the
    responsible jurisdiction and the applicable law in cross-border disputes. In such disputes
    between the employer and the worker these provisions derogate from the general rules
    concerning contracts, and providing certain safeguards, with the aim of protecting workers as
    the weaker party to a contract. Brussels Ia, in particular, stipulates that a worker may
    only be sued in the Member State of his/her domicile and that s/he may choose between
    several jurisdictions when bringing a claim against the employer. Rome I stipulates that
    while the parties to the employment contract can determine the law applicable to it,
    they cannot contractually opt out from the mandatory legal provisions of the country
    whose law would be applicable in the absence of the choice, which in principle is the law
    of the country “where or from where the employee habitually carries out his work”. As
    a result, a worker is entitled to protections under the more favourable mandatory employment
    law of these Member States. These provisions protecting workers do not apply to self-
    employed whose transactions are governed by the general rules. Hence, legal uncertainty on
    the employment status generates further doubts on whether contractual clauses of digital
    labour platforms regarding the choice of law and jurisdiction are valid or not.
    The unclear status of people working through platforms can also give rise to questions about
    their social security coverage in cross-border situations. The classification of these people
    in national law bears consequences for social security coordination law.189
    For instance, if a
    person working through a platform is classified as a worker in Member State A (where s/he
    performs a significant activity of more than 25% and also resides) and as a worker in Member
    State B, Member State A will be competent for social security. However, if, under the same
    conditions, Member State A classifies such person as self-employed, Member State B may be
    competent due to the priority of the Member State of employment over the Member State of
    self-employment. False self-employment or unclear employment status in platform work
    therefore further complicates the social security coverage of people moving to another
    Member State or working across borders.
    A 2021 study by CEPS notes that, based on a selection of digital labour platforms, only a
    minority of terms and conditions (19% of selected digital labour platforms) clearly spell out
    the contractual relations between the platform and the person working through it. 190
    National authorities do not have easy access to data on platform work and people
    working through them, which is especially relevant where platforms operate in several
    187
    Regulation (EU) No 1215/2012 of the European Parliament and of the Council of 12 December 2012 on
    jurisdiction and the recognition and enforcement of judgments in civil and commercial matters, OJ L 351,
    20.12.2012, p. 1. Available online.
    188
    Regulation (EC) No 593/2008 of the European Parliament and of the Council of 17 June 2008 on the law
    applicable to contractual obligations (Rome I), OJ L 177, 4.7.2008, p. 6. Available online.
    189
    Strban et al (2020), Social security coordination and non-standard forms of employment and self-
    employment: Interrelation, challenges and prospects, July 2020. Available online.
    190
    Willem Pieter de Groen, Zachary Kilhoffer, Leonie Westhoff, Doina Postica and Farzaneh Shamsfakhr
    (2021). Available online.
    52
    Member States. Data gaps regarding the latest terms and conditions of platforms, and the
    number and employment status classification of people working through them, affect the
    ability of relevant national authorities and stakeholders to bring about positive change, for
    instance through accurate and evidence-driven policymaking. It is not always clear where
    platform work is performed, which can lead to difficulties tracing and addressing cross-
    border challenges.
    The high-level expert group on the impact of the digital transformation on EU labour
    markets,191
    which was set up to provide analysis and advice to the Commission, noted in its
    final report and recommendations the need to create a Digital Single Window for
    employment contributions and taxes for self-employed people working on platforms. The
    high-level group further suggested that through a digital interface, automated reports from
    platform companies could allow collecting earnings data in a standardized digital format to
    reduce the cost of compliance.192
    A subsequent study193
    assesses the viability and feasibility of the concept of an EU-level
    “Digital Single Window.” It underlines that income reporting for social contribution
    purposes presents unique challenges due to the complex national social contribution rules.
    Some Member States have social contribution rules that are designed in accordance with
    assumptions about regular employment. Such design could therefore make it exceedingly
    difficult to square with the current reality of platform work. A focus on income reporting
    for tax purposes could be considered as an alternative
    The study notes that, in principle, an EU Digital Single Window could serve two functions: a
    disclosure function and an enforcement function. Disclosure function refers to a system that
    facilitates income data reporting at EU level, in order to facilitate collection at Member
    State level. Enforcement function refers to a system that would facilitate actual tax collection
    and distribution to Member States. The study notes limitations to ensuring an enforcement
    function at EU level and looks only into the disclosure function instead.
    The Digital Single Window study examines a centralized (‘hub and spoke’) approach, in
    which member states would nominate an (EU level) central agency (the “hub”) to receive
    income data from all the platforms with users in the Member States and forward it to national
    tax and social security agencies (the “spokes”), in whatever form they require (Figure 12
    below). There is currently no precedent at EU level for such a model.
    Figure 12: Hub-and-spoke model of cross-EU platform income data reporting
    191
    Available online.
    192
    Ibidem.
    193
    Vili Lehdonvirta and Daisy Ogembo (2019). A Digital Single Window for Income Data from Platform Work.
    Available online.
    53
    There are numerous challenges with such a centralized approach, in addition to the issue of
    having to first identify all the platforms that operate within the European Union. As income
    taxation is a national competence, there are legal constraints to establishing such a data
    collection effort at EU level. Data protection rules stemming from the GDPR should also be
    complied with. More generally, such a centralized model also raises concerns over data
    protection and cybersecurity, with the concentration of taxpayers’ data in a single hub
    particularly problematic in this regard. National tax agencies would also not be collecting
    data directly from their local platforms, whereas the actual tax and social security rules
    applicable to platforms and people working through platforms would be national.194
    Beyond
    these considerations, there are also the significant administrative costs to be taken into
    account.
    The study also looks into a decentralized model of income reporting, with tax agencies in the
    Member States collecting data from the platforms registered in their jurisdiction and reporting
    the data regarding tax residents of other member states to the tax agencies in those Member
    States.195
    It should be noted here that the Council has recently adopted a revision of the
    Directive on Administrative Cooperation in Tax Matters (DAC7 revision), which in
    essence represents such an approach. The DAC7 revision is further described in section 3.5.2
    Beyond putting forward models for the operationalizing of a “Digital Single Window,” the
    study notes also that insufficient data has repercussions for taxing and extending the social
    security coverage to people working through platforms. This is further complicated by their
    194
    Ibidem.
    195
    Ibidem.
    54
    involvement in multiple, simultaneous engagements, possibly on different terms and under
    different employment statuses even within the same country.196
    The DAC7 revision addresses the need for income-related data collection in the digital labour
    platform economy, when it comes to the self-employed people working through platforms.
    As section 3.5.3 b on existing national measures in this area shows, however, there are still
    considerable gaps when it comes to collecting data on the working conditions in platform
    work. Further efforts might therefore be necessary in this regard.
    3.5 Internal drivers related to the gaps of existing and forthcoming legislation
    3.5.1 EU labour and social acquis
    In order to prevent unfair competition to the detriment of workers and a race to the bottom in
    employment practices and social standards, the EU has created a minimum floor of labour
    rights that apply to workers across all Member States. The EU labour and social acquis has
    grown throughout the years and sets minimum standards through a number of key
    instruments. These include:
     The Directive on transparent and predictable working conditions197
    provides for
    measures to protect working conditions of people who work in non-standard and new
    working relationships. This includes rules on transparency, the right to information,
    probationary periods, parallel employment, minimum predictability of work and
    measures for on-demand contracts. These minimum standards are particularly relevant
    for people working through platforms, given their atypical work organisation and
    patterns. It is important to note that the Directive permits Member States to exclude
    from its scope workers with a very low number of monthly working hours. Zero-hour
    work contracts, however, cannot be excluded.
     The Directive on work-life balance for parents and carers198
    lays down minimum
    requirements related to parental, paternity and carers’ leave and flexible work
    arrangements for parents or carers. It complements the Directive on safety and
    health at work of pregnant workers and workers who have recently given birth
    or are breastfeeding199
    , which provides for a minimum period of maternity leave,
    alongside other measures.
     The Working Time Directive lays down minimum requirements for the organisation
    of working time and defines concepts such as ‘working time’ and ‘rest periods’.
    While the CJEU has traditionally interpreted the concept of ‘working time’ as
    requiring the worker to be physically present at a place determined by the employer,
    in recent cases the Court has extended this concept in particular when a ‘stand-by’
    time system is in place (i.e. where a worker is not required to remain at his or her
    196
    Ibidem.
    197
    Directive (EU) 2019/1152. Available online. Member States have until 1 August 2022 to transpose it.
    198
    Ibidem.
    199
    Directive 92/85/EEC. Available online.
    55
    workplace but shall remain available to work if called by the employer). In the 2018
    Matzak case, the Court made clear that ‘stand-by’ time, during which the worker's
    opportunities to carry out other activities are significantly restricted, shall be regarded
    as working time.200
    This interpretation may be relevant to people working through
    platforms.201
     The Directive on temporary agency work202
    defines a general framework applicable
    to the working conditions of temporary agency workers. It lays down the principle of
    non-discrimination, regarding the essential conditions of work and of employment,
    between temporary agency workers and workers who are recruited by the user
    company. Due to the typically triangular contractual relationship of platform work,
    this Directive can be of relevance. Depending on the business model of the platform
    and on whether its customers are private consumers or businesses, it might qualify as
    a temporary-work agency assigning its workers to user companies. In some cases, the
    platform might be the user company making use of the services of workers assigned
    by temporary-work agencies.203
     The Directives on part-time work204
    and on fixed-term work205
    stipulate equal
    treatment in working conditions between workers employed under a part-time or
    fixed-term contract and comparable workers engaged under a ‘standard’ employment
    contract.
     The Occupational Health and Safety (OSH) Framework Directive206
    lays down the
    main principles for encouraging improvements in the health and safety of workers at
    work. It guarantees minimum health and safety requirements throughout the European
    Union, with Member States allowed to maintain or establish more stringent measures.
     The three directives on anti-discrimination and equal treatment lay down a general
    framework for combating discrimination in the area of employment and occupation
    on the grounds of sex207
    , racial or ethnic origin208
    , religion or belief, disability, age or
    sexual orientation,209
    with a view to putting into effect in the Member States the
    principle of equal treatment.
    200
    Judgment of the Court (Fifth Chamber) of 21 February 2018 in Ville de Nivelles v Rudy Matzak, C-518/15,
    ECLI: EU:C:2018:82. This line of reasoning was confirmed and elaborated in two 2021 judgments (Judgment of
    the Court (Grand Chamber) of 9 March 2021 in RJ v Stadt Offenbach am Main, C-580/19,
    ECLI:EU:C:2021:183; Judgement of the Court (Grand Chamber) of 9 March 2021 in -D.J. v Radiotelevizija
    Slovenija, C-344/19, ECLI:EU:C:2021:182).
    201
    The UK Supreme Court in its judgment in case Uber BV v Aslam ([2021] UKSC 5) of 19 February 2021
    makes reference to this CJEU case-law. Available online.
    202
    Directive 2008/104/EC. Available online.
    203
    See for instance the case of JustEat: Article in The Guardian (April 2021), Just Eat to offer 1,500 Liverpool
    couriers minimum hourly rate and sick pay. Available online.
    204
    Directive 97/81/EC. Available online.
    205
    Directive 1999/70/EC. Available online.
    206
    Directive 89/391/EEC. Available online.
    207
    Directive 2006/54/EC. Available online.
    208
    Directive 2000/43/EC. Available online.
    209
    Directive 2000/78/EC. Available online.
    56
    However, only workers who fall under the personal scope of these legal instruments will
    benefit from the protection they afford.210
    Self-employed people, including those working
    through platforms, fall outside the scope and typically do not enjoy these rights, making the
    employment status a gateway to the EU labour and social acquis. (The only exception are the
    equal treatment directives which also cover access to self-employment, due to broader legal
    bases.211
    )
    Other, non-legally binding instruments are broader in scope and also cover self-
    employed people, but they do not confer any rights directly.
    The Council Recommendation on improving the protection of the health and safety at
    work of the self-employed212
    promotes the prevention of occupational accidents and
    diseases among the self-employed, measures for promoting health and safety and
    surveillance, including access to training in the area of health and safety. The Council
    Recommendation on access to social protection for workers and the self-employed213
    encourages Member States to ensure that both workers irrespective of the type of
    employment contract and the self-employed have access to effective and adequate social
    protection. Both instruments provide guidance to Member States on measures that are
    particularly relevant for people working through platforms that do not have an employment
    relationship (or have a non-standard employment relationship, in the case of the latter
    Recommendation), but do not confer any rights on those people directly. However, as
    countries implement these Recommendations, provisions at national level may give rights to
    those concerned.
    While the EU labour and social acquis thus provides a minimum floor of labour rights
    and protection to workers, it usually only contains general provisions on enforcing those
    rights, the latter being primarily the role and prerogative of national authorities.
    Furthermore, the question of whether people working through platforms whose employment
    status is uncertain or who might have been falsely classified as self-employed can benefit
    from this acquis remains to be decided by courts in individual cases.
    Genuine self-employed people are only covered to a limited extent by EU measures in the
    social realm. However, in their capacity as business actors, they may benefit from other EU
    instruments (outlined in the next chapter) that have been adopted with the objective of
    ensuring the correct functioning of the EU’s internal market.
    210
    Some instruments define the personal scope by reference to national definitions of ‘worker’ or ‘employee’
    while others do not include such reference. The CJEU has developed a comprehensive case-law to defining the
    personal scope of these instruments.
    211
    Articles 19 and 157 TFEU respectively. The latter covers “equal treatment of men and women in matters of
    employment and occupation”.
    212
    Council Recommendation of 18 February 2003 (2003/134/EC). Available online.
    213
    Council Recommendation of 8 November 2019 (2019/C 387/01). Available online. The Recommendation
    covers unemployment, sickness and health care, maternity and paternity, invalidity, old-age and survivors’
    benefits and benefits in respect of accidents at work and occupational diseases.
    57
    3.5.2 EU internal market acquis
    Companies operating in the EU have access to the world’s largest internal market, of
    approximately 450 million consumers. To ensure equal business opportunities and fair
    treatment to all consumers, the EU has developed an extensive regulatory acquis for the
    governance of its internal market, ranging from product liability to anti-merger rules.
    Elements of this internal market acquis are particularly relevant for digital labour platforms:
     The Regulation on promoting fairness and transparency for business users of online
    intermediation services (the so-called ‘Platform-to-Business’ or ‘P2B’ regulation)214
    aims to ensure that self-employed ‘business users’ of an online platform’s intermediation
    services are treated in a transparent and fair way and that they have access to effective
    redress in the event of disputes. It has a review clause concerning the potential
    misclassification of ‘business users’ as self-employed. The P2B Regulation’s relevant
    provisions include, among others:
     Subject to certain conditions, the right to prior notice before termination of
    a business users’ account at least 30 days in advance;
     The right to terms and conditions written in clear and intelligible
    language, including enhanced transparency, including on the main parameters
    determining the ranking;
     Transparency on differentiated treatment between business users
    affiliated to the platform and those unaffiliated;
     A prohibition of retroactive changes to a platform’s terms and conditions
    except where they are required to respect a legal or regulatory obligation or
    when the changes are beneficial for the business users;
     The right for representative organisations and associations to have legal
    standing to stop or prohibit non-compliance with the Regulation before courts
    at the national level.
     The General Data Protection Regulation215
    lays down rules for the protection of
    natural persons with regards to the processing of their personal data. It grants people
    working through platforms a range of rights regarding their personal data, regardless
    of their employment status. Such rights include, among others:
     the right of access to personal data, including the right to obtain a copy of
    one’s personal data undergoing processing;
     the right to rectification, including the right to have one’s data corrected
    if it is inaccurate;
     the right to obtain from a data controller a restriction of the processing of
    one’s data under certain conditions;
     the right to data portability, including right to receive and transmit one’s
    personal data from a controller to another without hindrance, where
    technically feasible.
    214
    Regulation (EU) 2019/1150. Available online.
    215
    Regulation (EU) 2016/679. Available online.
    58
     The Late Payment Directive216 regulates payment terms in commercial transactions,
    lays down penalties in case of delayed or non-payment and addresses unfair payment
    provisions and practices. The Directive applies to any commercial transaction,
    intended as the supply of goods and/or provision of services in exchange of payment,
    either between public authorities and businesses (G2B) or between businesses (B2B),
    including self-employed people working through platforms.
    In addition to these existing laws, the European Commission has recently put forward
    legislative proposals that may be of relevance to people working through platforms:
     The Digital Services Act package, which includes the Digital Services Act (DSA)
    and the Digital Markets Act (DMA). The proposals were adopted by the European
    Commission in December 2020 and are now undergoing the ordinary legislative
    procedure.
     The DSA primarily concerns providers of intermediary services, and many of
    its provisions focus on digital platforms. For example, online marketplaces,
    social networks, content-sharing platforms, app stores as well as online travel
    and accommodation platforms could fall within the scope of the DSA. It sets
    out due diligence obligations for digital services as regards the fight of illegal
    content online, including potentially illegal listings on digital labour platforms,
    while preserving the fundamental rights of their users and ensuring the
    competitiveness and innovation of digital services. The proposed regulation
    sets out information obligations for online intermediaries related to their terms
    and conditions as regards the use of information provided by the recipients of
    the service, including algorithmic decision-making and human review,
    transparency reporting obligations, risk assessment obligations and risk
    mitigation measures for very large online platforms as regards the
    dissemination of illegal content and the negative effects for the prohibition of
    discrimination, as enshrined in the Charter. The DSA also provides that
    national authorities can order, on the basis of national or EU laws,
    intermediaries to provide them information about the recipients of their
    services so that authorities can assess compliance by such recipients of
    services with national or EU laws.
     The DMA includes rules that govern so-called ‘gatekeeper online platforms’.
    According to the proposal, gatekeepers are providers of core platform services
    (e.g. online intermediation services) with an important impact in the internal
    market that act as gateways between businesses and consumers. It can-not be
    excluded that the Digital Markets Act may also be relevant for digital labour
    platforms should such platforms constitute core platform services within the
    meaning of the Digital Markets Act and providers of these platforms would be
    designated as gatekeepers.
    216
    Directive (EU) 2011/7. Available online.
    59
     When adopted, the proposed AI Act217 will address risks linked to the use of
    certain AI systems. The proposed regulation tackles issues related to development,
    deployment and use of AI systems. It lists certain AI systems used in employment,
    worker management and access to self-employment that are to be considered as high
    risk. It puts forward mandatory requirements that AI systems must comply with, as
    well as obligations for providers and users of such systems. Among other things, the
    proposal for an AI Act imposes requirements to enable human oversight and extensive
    documentation on high-risk AI systems and requires improved transparency of
    information to users (e.g. platform companies) of high-risk AI systems. The proposed
    AI Act foresees specific requirements on documentation, logging and transparency,
    and will ensure that platforms as users of high-risk AI systems will have access to the
    necessary information. In addition, the proposed AI Act addresses inherent challenges
    in the development of AI, such as bias, notably by setting requirements for high-
    quality datasets, helping to tackle the risk of bias and discrimination.218
    Nonetheless, specificities of employment relations might necessitate further
    action beyond what is achievable with an internal market instrument. For
    example, provisions and procedures for improved information could also benefit
    people in the labour market affected by automated decisions when they are not the
    users of the system, or be useful to their representatives. Such people could also
    benefit from the possibility to ask for substantiated grounds for significant decisions
    or challenge them once they have been taken, and also from the promotion of social
    dialogue and reinforced collective information and consultation rights. Addressing
    specificities of employment relations when it comes to algorithmic management might
    therefore be best tackled through the Treaty social chapter. Any potential actions in
    the area of algorithmic management should be without prejudice to the proposed
    AI Act.
     The proposal for a Machinery Regulation, which was adopted219
    by the European
    Commission in April 2021, has implications for machinery with embedded AI
    systems. It is currently undergoing the ordinary legislative procedure.
     The amended Directive on Administrative Cooperation (DAC7)220 was formally
    adopted on 22 March 2021. It sets out new tax transparency rules for digital platforms
    ensuring that Member States automatically exchange information on the revenues
    generated by sellers on digital platforms, whether the platform is located in the EU or
    217
    COM(2021). Available online.
    218
    The recently proposed Digital Services Act (COM/2020/825 final) also sets out information obligations for
    online intermediaries related to their terms and conditions as regards the use of information provided by the
    recipients of the service, including algorithmic decision-making and human review, transparency reporting
    obligations, risk assessment obligations and risk mitigation measures for very large online platforms as regards
    the dissemination of illegal content and the negative effects for the prohibition of discrimination, as enshrined in
    the Charter and secondary EU law. Available online.
    219
    COM (2021). Available online.
    220
    Council Directive (EU) 2021/514 of 22 March 2021 amending Directive 2011/16/EU on administrative
    cooperation in the field of taxation ST/12908/2020/INIT, OJ L 104, 25.3.2021, p. 1–26. Available online.
    60
    not. It could have an indirect effect on (self-employed) people working through
    platforms by giving more legal clarity to digital labour platforms, and thus scope for
    growth with the additional job opportunities this would bring. Importantly, the
    Directive only concerns reporting and consequent exchange of information regarding
    self-employed business users.
    The existing and forthcoming elements of the EU’s internal market acquis have important
    implications for digital labour platforms, most notably by establishing certain obligations
    they have to comply with vis-à-vis people working through them.
    However, from the point of view of platform work, a number of challenges remain. Under
    the General Data Protection Regulation (GDPR)221
    , people working through platforms are
    entitled to specific rights as data subjects irrespective of their employment status. Such rights
    include the right of access to personal data, the right to rectification, the right to data
    portability and the right not to be subject to a decision based solely on automated processing.
    Many people remain unaware of such rights. Some rights are available under the EU internal
    market acquis222
    , with the overall goal of ensuring the correct functioning of the EU’s
    internal market. The Platform-to-business regulation provides, among others, the right to
    terms and conditions written and clear and intelligible language. Importantly, the Regulation
    only covers genuinely self-employed ‘business users’ engaged in direct transactions with
    customers. When it comes to algorithmic management, the proposed AI Act, foresees specific
    requirements on documentation, logging, transparency and the possibility of human
    oversight, and will ensure that platforms as users of high-risk AI systems will have access to
    the necessary information. It might be necessary to establish internal procedures to ensure
    that this information is shared as appropriate with people working through platforms who are
    subject to algorithmic management, or with their representatives.
    Finally, it should be noted that the existing jurisprudence on the applicability of the EU’s
    internal market acquis to digital labour platforms is not conclusive, mostly due to their
    constantly evolving business models that make laws and rulings difficult to future-proof. For
    instance, the CJEU ruled in 2017 that UberPop, one of the services offered by Uber
    connecting non-professional drivers to customers, was only partially an information society
    service, as an integral part of an overall transport service which was thus subject to national
    transport regulations and did not benefit from certain protections under the EU internal
    market laws.223
    Uber subsequently ceased to offer its UberPop service, defining itseld since
    then as falling under the scope of information society services’ regulations, such as the P2B
    Regulation and the forthcoming DSA, rather than national transport regulations.
    3.5.3 National responses to the challenges of platform work
    a) National initiatives related to employment status and working conditions
    221
    Regulation (EU) 2016/679. Available online.
    222
    See a detailed overview of internal market acquis and its application to platform work in Section 3.5.2 of the
    accompanying analytical document.
    223
    CJEU, cases C-434/15, Asociación Profesional Elite Taxi (Uber Spain). Available online.
    61
    National responses to platform work are diverse and are developing unevenly across Europe.
    Very few EU Member States adopted national legislation specifically targeting improvement
    of working conditions and/or access to social protection in platform work. In other
    Member States people working through platforms may be impacted by legislative initiatives
    not specifically targeting platform work. In some Member States platform work and a
    possibility to introduce legislative changes is currently debated.
    Recent national legislation which has directly or indirectly impacted working conditions and
    social protection of people working through platforms vary in terms of adopted approaches:
     defining their employment status; and/or
     extending the personal scope of application of national labour and social protection
    law traditionally applicable to workers; and/or
     regulating the working conditions and social protection for persons in non-standard
    employment; and/or
     strengthening the rights and protection of the self-employed and/or
     introducing a third category status with ad hoc rights and provisions.224
    In addition, national legislation has been mostly adopted in specific sectors, notably in the
    sectors of ride-hailing services and/or in food delivery services. In total, national experts
    catalogued 177 responses across the EU27, the UK, Norway and Iceland, excluding tools
    considered very general, for example general labour law (cfr. Figure 13).225
    These include
    civil-society actions, such as collective bargaining agreements and platform-driven responses,
    that are discussed in more detail in section 3.3.2.
    Figure 13: National initiatives related to platform work, including civil society actions
    224
    Study to gather evidence on the working conditions of platform workers (CEPS, 2020), p. 102-103.
    Available online.
    225
    This number should be understood very cautiously, as it is not always easy to decide when a tool is relevant
    enough to include, Moreover, it often proved difficult to find and verify responses that were initiated but
    abandoned, or simply pending.
    62
    France is the only EU Member State which has adopted specific legislation providing some
    labour and social rights to people working through platforms irrespective of the sector of
    economic activity, through a revision of the Labour Code in 2016.226
    The law specifically
    targets technologically and economically dependent self-employed by granting them access
    to a voluntary insurance against work accidents. Platforms have to pay the premiums unless
    they are providing a collective insurance for people working for them. People working
    through platforms are also granted the right to form a trade union, to take collective actions
    and to continuing education and validation of the acquired experience.
    France has also recently adopted a transportation law (2019)227
    which, amongst other things,
    addresses platform work. It introduces voluntary charters in which platforms can offer
    rights and obligations to riders while classifying them as independent contractors.
    While the above mentioned Labour Code provisions apply to platform work as self-employed
    activity, following two Court de cassation rulings recognising employee status of people
    working through platforms228
    as employees there are ongoing discussions in France on the
    employment status of people working through platforms. Different possibilities are being
    considered, including a recourse to a third operator to provide platform self-employed
    workers with the status of employee (‘portage salarial’ or the use of existing legal status of
    ‘employed partner of a cooperative society’).229
    In Italy, regional legislation in Piedmont and Lazio (2019)230
    directly addresses the working
    conditions and social protection of people working through platforms by improving the
    labour and social rights of all platform workers irrespective of their employment status. This
    includes minimum protection for all ‘digital workers’ including protection in the event of
    accidents at work, safety training, liability and accident insurance, and certain social
    protections. The law also reiterates regional prohibition of compensation per task.
    In 2019, Italy also adopted national, specific legislation231
    with a view to increase the
    protection of the working conditions of self-employed food delivery riders.
    The law provides:
     the right to have written and transparent working conditions;
     the right to information;
     prohibition of piece-rate payments while hourly pay-rates have to be determined in
    accordance with the minimum wages that are paid on the basis of collective
    agreements applied to employees in a similar sector;
    226
    LOI n° 2016-1088 du 8 août 2016 relative au travail, à la modernisation du dialogue social et à la
    sécurisation des parcours professionnels (1), also known as Loi El Khomri. Available online.
    227
    Loi d’orientation de mobilite, LOM, 24.12.2019. Available online.
    228
    Take Eat Easy (18 November 2018, case 17-20.079) and Uber (4 March 2020, case 19-13.316)
    229
    J-Y Frouin (2020) Available online
    230
    Regione Lazio, Legge Regionale 12 aprile 2019, n.4.Available online.
    231
    L. 2 novembre 2019, n. 128, Conversione in legge, con modificazioni, del decreto-legge 3 settembre 2019, n.
    101. Available online.
    63
     the right to supplementary payments for night work, work on public holidays and
    work performed in other exceptional circumstances.
    In Lithuania, changes to the Road Transport Code introduced in January 2020 apply stricter
    rules to ride-hailing services and stipulate that ride-haling services are to be provided by
    self-employed and on the basis of a contract between the latter and the -ride-hailing operator
    or the platform.
    In Portugal, legislation was adopted in 2018232
    on digital labour platforms in the passenger
    transport sector. The law aims at regulating the activity of individual paid transport of
    passengers by ordinary vehicles (TVDE). By stipulating that only legal persons can be
    contracted by ride-hailing digital labour platforms, the law is addressing some of the
    challenges faced by drivers when they are directly engaged by a (most often local) company.
    The law also ensures working time limitations of drivers by clarifying which existing
    provisions apply depending on whether the driver is a worker or a self-employed. In addition,
    it forbids the driver from working longer than 10 hours in a period of 24 hours. This rule
    applies regardless of the number of TVDE platforms with which the drivers have a contract.
    In Spain, a new law was adopted on 11 May 2021, which introduces a legal presumption
    that delivery platform riders and drivers in the food and parcel delivery sector are workers,
    placing the burden on the platform to show that they are not233
    . The law gives delivery
    platforms a mid-August deadline to hire the workers currently freelancing for them, granting
    the workers with rights as well as access to social security contributions234
    . The new law also
    requires the companies to provide trade unions with details on how, amongst other things,
    their algorithms and AI systems assign jobs and judge workers’ performance. In addition to
    the aforementioned laws, several legislative proposals aiming at increasing protections of
    people working through platforms are currently being discussed by national administrations.
    In Germany, the Federal Ministry of Labour has published a Green and White Paper on the
    future of work, in which platform work has a prominent place. Among the proposed plans are
    the inclusion of self-employed people working through platforms into the statutory pension
    insurance scheme and the improvement of their work accidents insurance. The Ministry
    furthermore proposes to establish transparency and reporting obligations for all platform
    operators and the right to portability of work reviews for people working through platforms.
    In November 2020, the Federal Ministry of Labour and Social Affairs issued a paper on ‘Fair
    Work in the Platform Economy”235
    , laying out key issues it intends to look into to improve
    the working conditions of people working through platforms. Among the proposals it will be
    considering is a reversal of the burden of proof to facilitate court proceedings regarding the
    potential misclassification of the employment status of people working through platforms.
    232
    Lei n°45/2018 Regime jurídico da atividade de trasporte individual e remunderado de passageiros em
    veículos descaracterizadosa partir de plataforma electrónica. Available online.
    233
    Available online.
    234
    Available online.
    235
    Available online.
    64
    In Lithuania, a draft proposal for amendment to the Commercial Code is currently being
    debated, introducing the obligation that the contracts between digital labour platforms and
    self-employed people working through platforms should be in writing and contain provisions
    on the price, methods of payment, the procedures to change the contract terms and change of
    the prices.
    In the Netherlands, the debate on the employment status of people working through
    platforms is part of a wider debate on the growing diversification of non-standard forms of
    work and flexible work arrangements and the lack of coherence between labour, taxation and
    social security legislation between the different employment statuses.236
    The Netherlands
    already uses a legal rebuttable presumption of employment status which states that when a
    person performs work for more than twenty hours per month against remuneration for three
    consecutive months they are presumed to perform this work under a contract of employment.
    The burden of proof about the opposite is shifted to the party that is engaging the worker.237
    However, people working through platforms less than 20 hours per week in practice cannot
    rely on this legal presumption. In October 2020, the Dutch government announced it will
    further examine whether a legal presumption of employment status as a worker could be
    installed specifically for platform work.238
    In Portugal, the Green Book on the future of work was presented in November 2020 to the
    social partners. It addresses several challenges related to platform work and includes
    proposals such as:
     the creation of a legal presumption on the status of employee for people working
    through platforms;
     improved social protection for the self-employed;
     the collective representation of people working through platforms.
    Several countries have taken legislative action related to platform work in other dimensions
    than working conditions or social protection of people working through platforms. For
    example, Estonia239
    , Denmark, Czechia, Hungary, Poland, Greece240
    and others enacted
    legislation aiming at creating a level playing field in the sector of ride-hailing services
    between the digital platforms and the traditional taxi businesses. These measures have
    indirectly impacted on the position of platform workers who are engaged as drivers.
    236
    Commissie Regularing van Werk, (2020), In wat voor land willen wij werken?: naar een nieuw ontwerp voor
    regularing van werk
    237
    an Voss, H (2017), “The Concept of ‘ Employee’: The Position in the Netherlands”. Available online.
    238
    Letter of the Minister and the Secretary of State of Social Affairs and Employment. Available online.
    239
    Estonia was the first country to amend its Public Transport Act. In 2011 it created a common licensing and
    quality vetting for ride-sharing platform businesses and traditional taxi companies. (CEPS, 2020)
    240
    In the course of 2019, a law was adopted which banned ride-hailing platforms from competing with
    traditional taxis by setting their own fare policy, or by contracting with non-taxi drivers, or by setting higher
    quality standards than those sanctioned by law. (ECE, forthcoming)
    65
    b) National initiatives related to registration and reporting obligations
    In most Member States, digital labour platforms fall under the main national regulations
    applicable to businesses. No specific registration or licensing regime is applied, unless it
    concerns temporary work agencies, which are usually subject to specific local registration or
    licensing legislation.
    Generally, platforms do not currently report on the payments that they have made to
    individual people working through platforms. This may lead to various situations of
    un(der)declared work and un(der)reported income, especially given the transnational settings
    in which platform work is organised. However, several Member States have already adopted
    legislation on revenues or income generated by platforms or by people working through
    platforms.
    In France, since 2019, digital labour platforms are obliged to report to the tax authorities
    when payments to people working through them exceed EUR 3 000 per year.
    In Belgium, licensed digital labour platforms have to report annually to the Belgian tax
    authorities on the income that was paid to people working through them.
    In Estonia, in 2015, the government and ride-hailing platforms Taxify and Uber started to
    collaborate on the creation of an information system to simplify the income and tax
    declarations of the drivers. These have the option to declare their income through a pre-filled
    form provided by the Tax and Customs Board.
    In Lithuania, since 2020, ride-hailing digital labour platforms are obliged to report to the tax
    authorities the data of the drivers that have made use of the app, as well as the income they
    have generated. Based on the data received, the tax authorities prepare preliminary tax returns
    for people working through ride-hailing digital labour platforms.
    c) National initiatives related to the use of algorithms in the workplace
    Without prejudice to the internal market acquis (see Section 3.5.2), existing measures address
    more generally algorithmic management at the workplace. A number of EU Member States
    have policies building on personal data protection laws or anti-discrimination legislation.
    This is the case in Austria, Belgium, Czechia, Estonia, France, Ireland, Luxembourg and
    the Netherlands. Reference to privacy policies is made in Czechia and Luxembourg, while
    antidiscrimination legislation is built upon for the use of algorithmic management and AI in
    Germany and Italy. In Estonia, legislation on responsibility has been highlighted as a
    relevant one for application also in the domain of AI and algorithmic management. In Italy,
    relevant AI policies build on information rights and are based on the Charter of Bologna, as
    well as on regulation concerning remote monitoring.
    Most Members States have also adopted or are in the process of adopting o national
    strategies on Artificial Intelligence, in line with the EU Coordinated Plan on Artificial
    Intelligence, which also refer to the impact of AI on the workplace.
    Belgium has adopted a guidebook on AI, which also stipulates recruitment processes via
    algorithmic management.
    66
    In January 2021, Poland saw the establishment of the Policy for the Development of
    Artificial Intelligence, based on a Resolution of the Council of Ministers. This document
    seeks to regulate the use of AI in various aspects of public life, including work and education,
    while acknowledging the risks connected with the use of digital technologies.
    Portugal adopted a Green Book on the future of work, which also includes provisions for
    stipulating AI at workplaces. In addition, Portugal has also adopted the Charter for
    Fundamental Rights in the Digital Era, which calls for transparency in using AI.
    No EU Member State has adopted legislation specifically addressing algorithmic
    management in platform work with the exception of Spain where the law passed in May
    2021 (see section 3.5.3/a) includes a provision regarding transparency of algorithms and the
    use of AI to manage workforces. According to this, the worker needs to be informed of the
    parameters and rules on which algorithmic management is based, affecting decision-making
    and impacting working conditions and access to work.
    3.6 Consequences of the problem
    3.6.1 For people working through platforms
    Platform work offers many opportunities for flexible work arrangements and
    additional income. It can help people complement their revenue from other jobs, expand
    their entrepreneurial activity and acquire new clients. The flexibility in working hours that
    platform work often brings enables many people to combine work with family or other care
    responsibilities or studies. New skills can be acquired and applied in practice. Platform work
    also often represents an entry point for groups who otherwise have difficulties accessing the
    labour market, such as migrants or people with disabilities.241
    People engaged in online
    platform work can develop new business ideas and thus contribute to job creation in other
    areas.
    Nevertheless, platform work often presents certain challenges which relate to
    precarious working conditions. Depending upon the type of digital labour platform in
    question, platform work can affect working conditions to varying degrees. Despite a
    classification as self-employed, people often lack the autonomy and ability to shape their own
    working conditions traditionally associated with a self-employed status. Rights and
    protections normally available under labour law in cases of subordination are also unavailable
    to them as self-employed.
    Lack of awareness of entitlements and inability to claim existing rights
    The existence of an employment relationship remains a gateway to labour and social
    protection, both at Member State and EU level. The uncertainty over the employment
    status of people working through platforms often means they are unable to claim key labour
    and social rights, which significantly adds to their precariousness. (see also Section 3.5.1).
    In practice, the only available option for people working through platforms who wish to
    clarify their employment status, is to bring a legal action in courts or to rely on the
    jurisdiction of the labour inspectorates in their respective Member States. Given that
    241
    International Labour Office (2021), particularly section 4.1.4.
    67
    courts decide on a person’s employment status on a case-by-case basis and in light of labour
    inspectorates’ often limited resources and powers242
    , these courses of action may not always
    bring about legal clarity and often require long time before they reach a conclusion. What is
    more, people working through platforms may be discouraged from bringing a claim in the
    first place, either because of financial difficulties or because of practical challenges, such as
    when platforms require claims to be brought in a particular jurisdiction.
    Furthermore, people working through platforms may often be unaware of their rights
    under EU and national law. For instance, though people working through platforms are
    entitled to rights over their personal data under the General Data Protection Regulation
    (GDPR) irrespective of their employment status, the extent of such protection is not always
    well-understood.243
    Weak bargaining power and inability to enter collective bargaining agreements
    Digital labour platforms defining their business model as intermediaries, may at the same
    time be exercising tight organisational control over the work process. Platforms may
    unilaterally set contractual terms and conditions related to pay, working time, dispute
    resolution, customer service, and more, usually in the absence of negotiation with the
    people working through them. This, coupled with the power of certain platforms to
    deactivate users with little to no justification, gives people working through them weak
    bargaining power. In addition, the fact that various aspects of these contractual terms and
    conditions often resemble those in a subordinate employment relationship can lead to a lack
    of equal treatment between people working through platforms and workers in similar
    industries. These challenges are particularly relevant for people who are “false self-
    employed”.
    Moreover, the complex language in which terms of service agreements are often framed,
    together with the fact that many of the contractual terms and conditions are in practice
    algorithmically implemented, limits access to information regarding work organisation.
    This, in turn, can lead to imbalances of power and create obstacles to the reclassification of
    false self-employed people, who may struggle to prove subordination.
    Through their terms of service agreements and privacy policies, digital labour platforms
    also reserve the right to collect and process extensive data on the people working
    through them. Such data is then transformed by platforms into data intelligence244
    which is used, among other things, to determine and supervise various aspects of the work
    process. Though the GDPR grants individuals the right to access their personal data,
    242
    ECE (forthcoming).
    243
    In a 2020 case from the Netherlands against Uber (a transcript of the case is available here), a group of
    drivers brought a case against the platform alleging that their deactivations contravened article 22 of the GDPR,
    which establishes the right not to be subject to a decision based solely on automated processing. The court in
    that particular case did not find a violation, namely because the deactivation decisions in question were taken by
    a dedicated team of Uber and hence were not deemed to be solely based on automated processing. However, this
    does not rule out the possibility that a case against another platform might produce a different outcome, seeing
    as case law has not yet clarified when an automated decision will count as being based solely on automated
    processing for the purposes of article 22.
    244
    P.J. Singh (2020), Economic Rights in a Data-Based Society - Collective Data Ownership, Workers’ Rights,
    and the Role of the Public Sector, Fiedrich-Ebert-Stiftung. Available online.
    68
    people working through platforms do not always possess the legal awareness and
    knowledge necessary to effectively manage their data
    At the same time, people working through platforms have limited access to collective
    bargaining. For genuinely self-employed people this is linked with existing obstacles related
    to competition law. For false self-employed and those people working through platforms who
    are classified as workers there are no such formal obstacles. However, the physical
    dispersion of people working through platforms as well as the absence of a fixed physical
    workplace complicates efforts to organise.245
    Lack of career development, upskilling, training and mobility opportunities
    Tasks on digital labour platforms can vary from high-skilled to low-skilled ones. However,
    the nature of many low-skilled tasks such as food delivery or data cleaning, often means that
    platform work does not offer many on-the-job learning opportunities. Even on high-skilled
    tasks on online labour platforms, such as computer programming, upskilling might also be
    limited as people prefer to undertake tasks they are familiar with to maximise their
    performance on the platform.246
    The preference for platform-specific reputation systems as opposed to traditional skills
    metrics such as work portfolios or education histories, can also affect the mobility of people
    working through platforms. In particular, the different metrics and indicators that digital
    labour platforms use to rate users can have the effect of locking people in the platforms,
    as the costs of switching to another platform and building one’s reputation from scratch
    are high. Lack of transparency, on the other hand, might also shut off access to work or
    professional mobility opportunities for people working through platforms, often without a
    clear reason. This is reinforced by the fact that people working through platforms often do not
    have any opportunities to contest unfair rating outcomes.247
    That being said, however, platform-specific reputation systems like client reviews or ratings,
    can also have positive effects. They can act as equalizers of opportunity for people who have
    not pursued higher education and they can increase anonymity, both of which can potentially
    reduce risks of discrimination. Nevertheless, rating systems do not completely eliminate the
    potential for discrimination. In fact, either as a matter of platform design or because of
    clients’ own biases, discrimination can still occur. For instance, there are online labour
    platforms that permit clients to restrict tasks to people from specific geographical areas.248
    Therefore, unless designed to be accessible to all, digital labour platforms may reproduce
    rather than combat discrimination.
    Although people working through platforms are in theory free to work for multiple platforms
    at once, in practice they are discouraged from doing so. A recent study by CEDEFOP
    revealed that the majority of people working through platforms, do not feel they can
    245
    H.Johston and C.Land-Kazlauskas (2019), Organizing on-demand: Representation, voice, and collective
    bargaining in the gig economy, International Labour Office, Geneva: Switzerland. Available online.
    246
    Eurofound (2020), Platform work: Skills use and skills development. Available here.
    247
    Katherine C. Kellog et al. (2020)..
    248
    V. De Stefano (2016), “The rise of the «just-in-time workforce»: On-demand work, crowdwork and labour
    protection in the «gig-economy»”, Conditions of Work and Employment Series No.71, International Labour
    Office, Geneva: Switzerland.
    69
    switch platforms without this affecting their income.249 This dependence on one platform
    jeopardises the mobility of those working on digital labour platforms and can have a freezing
    effect on their career development. This is a challenge for all people working through
    platforms, regardless of whether they are genuinely self-employed or misclassified as such.
    Precariousness and discrimination
     Earnings
    Earnings on digital labour platforms are often unpredictable, particularly in online
    platform work and when low skilled tasks are concerned, given the potentially large
    competition for this type of tasks. Payments are usually made on a per-task basis and
    platforms retain a percentage of the earnings made through them as commission. Being an
    “on-demand” economy, workers engaging in platform work are confronted with insecurity
    about future work assignments as there is no obligation of clients or platforms to
    continuously provide them with work which is a general characteristic of a traditional
    employer-employee relationship.
    Earning vary depending upon the business model in question. For instance, on certain
    online digital labour platforms, freelancers can negotiate the rate of their services directly
    with their respective clients. This is particularly important for self-employed persons working
    through platforms, since it allows them to test and expand their entrepreneurial skills.
    Nevertheless, platforms may also reserve the right to refuse payment where the work in
    question does not meet the standards of the platform or those of the client, or may prohibit
    payments or communication outside of the platform, thereby de facto limiting the freedom of
    self-employed persons to organise their work.250
    Meanwhile, other platforms such as those in the passenger transport sector or those mediating
    micro-tasks, often determine prices algorithmically, with no input from or without the
    knowledge of the parties involved. In addition, in certain online contest-based platforms,
    people working through platforms are required to provide the work requested by the client,
    who then decides which of the workers to reward. This results in a situation of only one or
    few of the workers being paid, while a larger number provided labour services, and it is
    difficult, if not impossible, for the worker to assess their likelihood of being paid in
    advance.251
    This unpredictability of earnings can create considerable income insecurity for false self-
    employed persons who are unable to benefit from minimum wage or to bargain collectively
    to improve their financial circumstances. Furthermore, an ILO report has observed that on
    certain online digital labour platforms, labour supply exceeds labour demand, which, in turn,
    can have the effect of putting downward pressure on earnings252
    .
     Working time
    249
    CEDEFOP (2020), Developing and matching skills in the online platform economy - Findings on new forms
    of digital work and learning from Cedefop’s CrowdLearn study, Luxembourg. Available online.
    250
    International Labour Office (2021).
    251
    Eurofound (2018).
    70
    Issues related to earnings are also closely connected to the question of working time. For
    example, the same ILO report253
    notes that people working through online digital labour
    platforms spend about one third of their time doing unpaid work, a problem that is also
    observed on certain on-location platforms. This issue is of particular importance for false
    self-employed, who because of the misclassification are not protected through the working
    time legislation.
    In theory, people working through platforms are free to determine when to log in to platforms
    and thus when to work. However, a closer look into the actual working conditions in
    platform work reveals that the business model of digital labour platforms affects
    working time in various ways. For instance, the use of algorithms to allocate tasks could
    also lead to increased pressure to perform tasks as quickly as possible, and/or force people
    working through certain types of platforms (particularly online ones) to be hyper vigilant,
    spending many hours sifting through tasks and being on call day and night, as most micro-
    task platforms only allow people to pick up jobs on a first-come, first-served basis.254
    This
    can be particularly problematic for women, who still carry a disproportionate burden of care
    responsibilities, and who therefore may not be able to pursue tasks with the same intensity as
    their male counterparts.
    Another issue related to working time – particularly in some forms of on-location platform
    work - refers to the potential of having to work unsocial hours (e.g. at night, weekends, public
    holidays) or on short notice (particularly as regards low skilled platform work), which tends
    to negatively influence work-life balance.255
     Occupational safety and health
    The unpredictability of earnings mentioned above can also add to the pressure of working at a
    rapid pace, which can compromise the occupational safety and health (OSH) of those
    engaged in platform work. For example, it can increase the risk of road traffic accidents
    among those working on food delivery platforms, or it may induce visual fatigue and
    musculoskeletal problems for those working on online digital labour platforms.256
    Work-
    related stress is also frequently reported as one of the main challenges facing people
    working through platforms, which can be traced back to other challenges such as
    income insecurity and the pressure to work at a rapid pace.257
    In addition, the demographic characteristics of people working through platforms can
    potentially aggravate their OSH risks. Being generally young and at least partly belonging to
    groups in a disadvantaged situation such as migrants, platform workers might not be well
    familiar with OSH standards and practices, and/or not in a position to follow them.258
     Social security and social protection
    255
    Eurofound (2018).
    256
    P. Berastegui (2021), Exposure to psychosocial risk factors in the gig economy: a systematic review. ETUI
    Publications, Report 01.2021. Available online.
    257
    Ibidem.
    258
    Eurofound (2018).
    71
    Self-employed persons and non-standard employees working through platforms generally
    have lower access and coverage under the national social protection schemes than traditional
    employees.259
    For example, though in some Member States, certain social security benefits
    are universal260
    , other benefits such as unemployment schemes are limited to workers261
    while effective access to benefits such as pensions can be restricted in practice262
    . Moreover,
    inadequate access to social protection can also be an issue for workers who engage in
    platform work as a secondary activity, who do not often meet the necessary eligibility
    thresholds. As a result, people working through platforms, irrespective of their employment
    status classification, are often unable to access adequate social protection. This can have
    implications for access to family leaves which can particularly affect women who, as already
    mentioned, carry a disproportionate burden of care responsibilities. In the longer term,
    limited access to old-age pensions for an increasingly important share of the work force can
    jeopardise future adequacy of pensions and puts an additional burden on the welfare
    state/society.
    Limited social protection coverage becomes even more problematic in light of the OSH-
    related risks to people working through platforms, which have only intensified since the
    outbreak of the COVID 19 pandemic. On a global level, a recent ILO study observes that
    people working through platforms often face violence and harassment.263
    In particular, the
    report notes that women are more likely to report concerns about physical safety than men,
    which in some cases concerning on-location platforms, can affect their willingness to work
    during night hours. This, in turn, can have implications on women’s’ ability to access work.
     Access to justice
    In case of a platform based in one Member State and operating in another questions may arise
    about the applicable law to the working arrangement. Where people working through
    platforms are workers, EU legislation is clear about the applicable law being that of the place
    where the “employee habitually carries out his work in performance of the contract”.264
    However, for people working through platforms who are classified as self-employed,
    platforms’ terms of service can deter them from having recourse to the local system of
    justice. This is particularly problematic as courts are usually the only venue through which
    people working through platforms can challenge their classification.
     Algorithmic management
    The use of algorithms to give direction and exert supervision and control could lead
    people working through platforms, as well as others subject to algorithmic
    management, to experience frustration, discrimination and/or thwarted participation.
    Algorithmic and data bias can lead to instructions that are not intelligible, reinforce
    259
    ECE (forthcoming). See also European Social Policy Network (ESPN) thematic report (2017), Access to
    social protection for people working on non-standard contracts and as self-employed in Europe - A study of
    national policies. Available online.
    260
    For example, Austria has a mandatory social security system that covers all forms of employment when it
    comes to health insurance, old age and invalidity pension insurance, and workplace accident insurance.
    However, gaps exist for self-employed workers with regards to sick leave and unemployment insurance.
    261
    ECE (forthcoming).
    262
    ESPN (2017)
    263
    International Labour Office (2021).
    264
    Article 8 of the Rome I Regulation.
    72
    inequalities, or negatively affect the welfare of those being nudged.265
    The central role that
    ratings play in platforms’ business models could reinforce the potential for
    discrimination, given that algorithms and ratings can be subject to gender and race
    stereotyping.
    While these challenges inherent to algorithms may be addressed in a general manner through
    forthcoming EU internal market acquis, specific issues related to labour law rights and
    obligations in the world of platform work arise irrespective of a person’s employment status.
    People working through platforms often have limited opportunities for redress against
    unfavourable algorithmic decisions, and in most cases the only available option is to bring a
    case before a court. In addition, the lack of information for and involvement in (changes
    to) the way algorithms are used could reinforce power asymmetries and negatively
    affect working conditions.
    3.6.2 For digital labour platforms
    As illustrated in Section 3.1.2, many digital labour platforms are growing fast, constantly
    developing and updating their business models and expanding across borders. As they enter
    different national markets, they need to comply with different regulatory regimes or lack
    thereof, facing mounting legal uncertainty and economic unpredictability.
    Section 3.5 sheds light on the existing patchwork of laws regulating the digital labour
    platform economy. Digital labour platforms have to comply with the EU’s social and labour
    acquis in Member States where a national law classifies the people working through them as
    workers. In other Member States, digital labour platforms have to comply with existing rules
    for contracting self-employed people, unless they voluntarily decide to hire the people
    working through them.
    At the same time, digital labour platforms have to comply with the EU’s internal market
    acquis in all Member States where they operate. The heterogeneity of both the personal and
    material scope of the platform-relevant internal market acquis means companies still face
    regulatory uncertainty and compliance costs and that, de facto, there are different incentives
    and disincentives when choosing which Member States to operate in. This contributes to a
    regulatory uneven playing field with negative spill over effects, including a race-to-the-
    bottom competition between platforms.
    Furthermore, a growing number of court rulings at various administrative levels within
    Member States is contributing to the legal and jurisprudential fragmentation faced by digital
    labour platforms in Europe. As illustrated in Section 3.2, most of the court cases which have
    reached a final verdict concern the employment status of people working through platforms
    and/or their working conditions. A smaller number of court cases and rulings concern the
    business classification of digital labour platforms.
    These judicial outcomes and the lack of an even regulatory response to the challenges they
    highlight contribute to a generalised, negative perception of the digital labour platform
    economy from a social viewpoint, with negative effects on the public’s trust vis-à-vis these
    platforms and investors’ willingness to support them financially, also in view of their
    265
    Katherine C. Kellog et al. (2020).
    73
    uncertain growth perspectives.266
    The legal uncertainty surrounding platforms’ liability vis-à-
    vis people working through them may have substantial long-term costs, which risk
    advantaging the big players who have the financial capacity to plan for unforeseen
    adversities267
    or pay penalties.268
    These elements play into the fragmentation of the EU’s single market which, coupled with
    the compliance costs of having to operate in different national markets according to different
    rules, prevent platform SMEs and startups from fully benefitting from the single market’s
    economies of scale and scope. This makes it challenging for them to scale-up from a local or
    national to a European level, where they would be able to bolster the EU’s competitiveness
    on the global stage.
    3.6.3 For markets and consumers
    The lack of EU regulation addressing the working conditions in platform work has
    repercussions on the functioning of markets and on consumers who purchase services through
    digital labour platforms. The regulatory fragmentation across the EU, while posing
    administrative hurdles and costs to all market players, is a serious challenge to the scaling-up
    of platform SMEs and start-ups. This weakening of challengers’ growth opportunities
    entrenches the market position of incumbents, who are able to acquire a dominant or semi-
    dominant role in their sector of activity.
    Market concentration is particularly strong in the digital economy, thanks to the economies of
    scale and scope, data-driven ‘network effects’ and platforms’ control over data.269
    These
    create high barriers to entry for new and growing platforms in comparison to well established
    ones.270
    Incumbent digital labour platforms also gain market power by entering ‘adjacent markets’
    (i.e. markets that share some but not all features of a company’s market of origin) and
    leveraging their initial pool of data to acquire even more data, leading to growth and market
    entrenchment.271
    For example, a ride-hailing platform may decide to leverage the data on
    road traffic collected through its drivers to enter the more profitable market of self-driving
    vehicles, which in turn may give it the revenues necessary to boost its position in the
    passenger transport sector.272
    The loop of growth and market concentration observable, amongst others, in digital labour
    platforms active in various sectors, has detrimental effects for the competitiveness of the
    266
    See for example the negative outcomes of Deliveroo and Uber’s IPOs.
    267
    Article in The Guardian (2021), Deliveroo sets aside £112m to cover legal costs of delivery rider cases.
    Availalble online.
    268
    Article in Politico EUROPE (2021), Italy demands €733M in fines from food delivery platforms. Available
    online.
    269
    Song, P. et al. (2018), The Ecosystem of Software Platform: A Study of Asymmetric Cross-Side Network
    Effects and Platform Governance, MIS Quarterly (42:1), pp. 121–142. Available online.
    270
    Parker, G. et al. (2017), Platform Ecosystems: How Developers Invert the Firm, MIS Quarterly (41:1), pp.
    255–266. Available online.
    271
    R. Picker (2018), Platforms and Adjacent Market Competition: a Look at Recent History, in Digital
    Platforms and Concentration, in University of Chicago Booth School of Business. Available online.
    272
    S. Davies (2019), Power On: Accelerating Uber’s Self-Driving Vehicle Development with Data, in Uber
    Engineering blog, Available online.
    74
    economic sectors concerned, the companies operating with ‘traditional’ business models in
    those sectors, as well as for consumers, who face reduced choice and increased prices.
    Consumers may also face problems arising from the informal production of services and the
    insufficient transparency of liability rules and resolution or redress mechanisms. Given the
    uncertainty surrounding the employment status of people working through platforms, it is
    also difficult for consumers to establish who is responsible if the quality of a service is not up
    to standard or if a good is not delivered in the shape or form promised by the seller.273
    Furthermore, the business model underpinning online labour platforms may increase the risk
    of off-shoring to low-income countries. As illustrated in Section 3.1.1, the bulk of online
    labour supply comes from low-income countries, whereas the majority of online labour
    demand comes from high-income countries.
    This off-shoring of online platform work has negative spill-over effects for consumers, who
    may purchase lower-quality services than paid for, since the consumer protection and product
    quality rules of such countries may be less stringent than the EU’s. The off-shoring may also
    have negative effects for the people offering those same services in high-income countries,
    since they may not be able to compete with the low fees paid to their low-income countries’
    counterparts.
    3.6.4 For Member States
    Member States face similar challenges with regards to defining the status of workers and
    companies in the digital labour platform economy, enabling social dialogue, responding to
    different protection needs for the diverse types of platforms and for a variety of work
    arrangements (part-time, hybrid income, etc.), mitigating the risks of undeclared work, social
    dumping and gatekeeping by platform companies.274
    Member States’ public finances are negatively affected by the legal uncertainty surrounding
    the employment status of people working through platforms. Self-employed people and non-
    standard workers often do not pay or only pay low income taxes or social contributions.
    Misclassifying those working on platforms exacerbates this challenge, thereby leading to
    higher net fiscal costs for governments275
    , unequal social protection coverage for the people
    concerned and unfair competition vis-à-vis ‘traditional’ companies, which may only
    outsource non-core tasks of their business.276
    As explained in Section 3.2, the legal uncertainty surrounding the employment status of
    people working through platforms, as well as the constantly evolving business model of
    digital labour platforms, complicates the enforcement of existing laws and court rulings.
    273
    Eurofound’s repository on the platform economy: consumer protection. Available online.
    274
    Key messages of the Mutual Learning Programme (MLP) organised by the German Presidency with Member
    States’ experts in October 2020.
    275
    A. Thörnquist (2015), False Self-Employment and Other Precarious Forms of Employment in the ‘Grey
    Area’ of the Labour Market, International Journal of Comparative Labour Law and Industrial Relations, 31(4),
    411-429. Available online. Sectoral evidence is also available, see for example: M. Faioli and E. Ales (2010),
    Self-Employment and Bogus Self-Employment in the European Construction Industry. Available online.
    276
    International Labour Office (2017), Dependent self-employment: Trends, challenges and policy responses in
    the EU, Employment Policy Department – Working Paper No. 228. Available online.
    75
    These legal and jurisprudential challenges add to the already complex dynamics of cross-
    border cooperation between authorities described in Section 3.4.
    Inspection in platform work poses challenges to national labour inspectorates by making
    them increasingly more difficult, primarily due to the opaqueness of platforms’ complex
    business models. Furthermore, platforms’ workforce is dispersed and rarely engaged in a
    traditional, onsite, employer-worker relationship, with the cross border character of some
    types of platform work further adding to the complexity.277
    Enforcement difficulties by Member States’ governments and courts are also exacerbated by
    the lack of clear rules on digital labour platforms’ data reporting, which also has negative
    implications for future policy-making endeavours. This results in an overall
    underperformance of Member States’ administrations and economies.
    4. EU COMPETENCE AND ADDED VALUE
    4.1 Possible legal bases
    In accordance with Article 3 of the Treaty on European Union (TEU), the Union aims at
    promoting the well-being of its people and shall work in particular for the sustainable
    development of Europe based on balanced economic growth and price stability, a highly
    competitive social market economy, aiming at full employment and social progress.
    Title X of the Treaty on the Functioning of the European Union (TFEU) contains the legal
    bases at the disposal of the Union for pursuing these objectives in the area of ‘Social Policy’.
    In this title, Article 153(1) TFEU provides the legal basis for the Union to support and
    complement the activities of the Member States with the objective to improve working
    conditions, social security and social protection, workers’ health and safety, and the
    information and consultation of workers, among others. In those areas, Article 153(2)(b)
    TFEU empowers the European Parliament and the Council to adopt – in accordance with the
    ordinary legislative procedure – directives setting minimum requirements for gradual
    implementation, having regard to the conditions and technical rules obtaining in each of the
    Member States.
    This legal basis would enable the Union to set minimum standards regarding the working
    conditions of people working through platforms, where they are an employment
    relationship and thus considered as workers. The Court of Justice of the European Union
    (CJEU) has ruled that “the classification of a ‘self-employed person’ under national law does
    not prevent that person being classified as a worker within the meaning of EU law if his
    independence is merely notional, thereby disguising an employment relationship”.278
    False
    self-employed people would thus also be covered by EU labour legislation.
    Should possible Union action address the situation of genuine self-employed people working
    through platforms as business actors, it could possibly be based on an internal market legal
    basis. Possible provisions in the TFEU include Article 53(1) – which empowers the Union to
    277
    Senior Labour Inspectors Committee (2020), Opinion on future EU OSH Enforcement priorities contributing
    to a renewed EU OSH Strategy, adopted on 21 October 2020, available online
    278
    CJEU, cases C-256/01, Allonby, and C-413/13, FNV Kunsten Informatie en Media. Available online,
    respectively, here and here.
    76
    issue directives coordinating national provisions concerning the taking-up and pursuit of
    activities as self-employed persons in cross-border situations – or Article 114 allowing for the
    approximation of laws with regard to the establishment and functioning of the internal
    market, which requires demonstrating that the aim and content of the intended initiative
    directly affects the establishment or functioning of the internal market within the Union279
    .
    Finally, if an internal market legal basis is not available, possible Union action on the
    working conditions of self-employed people engaged in platform work could also be based
    on Article 352 TFEU, which allows the Union to act in order to attain one of its Treaty
    objectives in the absence of a more specific legal basis. The adoption of such a proposal
    would require unanimity in the Council, after obtaining the consent of the European
    Parliament.
    4.2 Necessity and EU added value
    Member States’ labour markets are confronted with common challenges, linked to the
    structural trends triggered by globalisation, digitalisation and societal changes. These include
    an increasing share of non-standard and precarious work driven by the growing weight of the
    service sector in the economy, as well as the emergence of new forms of work organisation
    and business models, such as platform work. While these new forms of work bring
    opportunities for businesses and individuals, in many cases the workers concerned may
    earn lower hourly wages than full-time permanent employees and face difficulty
    accessing social protection. This results in an increased risk of in-work poverty. Traditional
    collective bargaining structures, which contributed to a more equal wage distribution in the
    past, are also eroding, in part due to the economic shift from manufacturing industries
    towards services and non-standard workers’ lack of trade union coverage.
    As shown in the sections above, these problems are particularly acute in the case of
    people working through platforms. Their unclear employment status fragilises their access
    to labour rights and social security coverage. While an employment relationship guarantees a
    basic set of rights and social protection standards, only few people working through platforms
    have undisputed access to this safety net; often litigation is necessary to attain it. The lack of
    transparency and responsibility inherent in work organisation managed by algorithms and the
    risk of algorithmic bias compounds these people’s weak standing in the labour market.
    As pointed out above, Member States take different approaches on whether or not to
    regulate platform work, and in what direction. National courts have repeatedly
    reclassified falsely self-employed people working through platforms as workers, but this
    trend is built on individual cases and is not developing consistently throughout the entire EU.
    As the legal protection and rights that these people enjoy often hinges on their employment
    status classification, their position in the labour market differs from one Member State to the
    other, even where labour law minimum standards set by Directives would apply to all
    workers in the EU. Rights of vulnerable self-employed people working through platforms are
    equally fragmented.
    279
    CJEU, case C-376/98, Germany v Parliament and Council (Tobacco Advertising). Available online.
    77
    Moreover, action by Member States alone would not address the above described challenges.
    One third of EU-based platform work is estimated to be performed across borders280
    ,
    for instance with the platform operation or the client or both being established in another
    country than the person offering work through it. This adds complexity to contractual
    relationships, in particular where platforms’ terms and conditions make legal disputes subject
    to the law and/or jurisdiction of the country where the platform is established or of yet
    another country.281
    Choice-of-law and choice-of-jurisdiction clauses as well as mandatory
    arbitration clauses are common in platforms’ terms of contract.282
    The social security
    coverage of people performing cross-border platform work is equally uncertain and
    depends strongly on their employment status. Risks of non-compliance and obstacles to
    tackling undeclared work are higher in cross-border situations, in particular when it concerns
    online platform work.283
    In the absence of EU minimum standards on platform work, platforms operate in different
    Member States under different jurisdictions – with case law developing in potentially
    different directions. While working through a platform established in a Member State under
    different national law compared to where the work is performed, people may encounter
    difficulties to ascertain their employment status and to enjoy the protection afforded to
    workers under the Brussels Ia and Rome I Regulations. Due to the flexibility and the
    enhanced mobility of the digital labour platform economy whose primary means of
    production are algorithms, data and clouds and which is not tied to any fixed premises,
    Member States on their own will face difficulty in maintatining a level playing field
    among themselves as well as between platforms and traditional businesses.
    Consequently, EU action is needed to ensure that the highly mobile and fast-moving
    nature of the digital labour platform economy develops together with sufficient labour
    standards and for people working through platforms. Such action would not unduly
    increase the possible administrative burden for platforms, and would take into particular
    account the impact on SMEs and start-ups. By acting at EU level there is a possibility to take
    advantage of and build on Member States' recognised good practices and to create a
    momentum for Member States to advance together towards better outcomes. Consequently,
    the EU could further encourage Member States to focus on the long-term bigger picture and
    the major socio-economic challenges related to platform work.
    Only an EU initiative can set common minimum standards that apply to all platforms
    operating in the EU. Joint action can work as a catalyst for a wider scale improvement of the
    working conditions in platform work: for EU labour markets and platform operators, creating
    a level playing field; for people working through platforms, reducing the uncertainty by
    providing more clarity on their employment status or the means to ascertain it and certain
    minimum rights addressing algorithmic management challenges for example. This in turn
    would contribute to less precariousness and better working conditions.
    280
    Urzi Brancati, M.C., Pesole, A. and Fernandez Macias, E. (2017).
    281
    Kilhoffer et al. (2020).
    282
    ILAW (2021).
    283
    Kilhoffer et al. (2020).
    78
    Economies and labour markets of Member States are increasingly interlinked: minimum
    harmonisation in the social field, in other words upward social convergence, is required,
    if the ambition for the EU is to go beyond free movement of workers. The specific EU
    added value lies and results in the establishment of minimum standards, below which
    Member States cannot compete, and the fostering of upwards convergence in
    employment and social outcomes between Member States. This is clearly reflected in the
    wording of the Treaty itself, which provides that only "minimum requirements" can be
    enacted at EU level in social policy (Article 153 (2) (b) TFEU).
    5. POLICY OBJECTIVES
    In November 2017, the European Parliament, the Council and the Commission proclaimed
    the European Pillar of Social Rights284
    , comprising twenty rights and principles. The Pillar
    is aimed at guiding social developments in the EU and to support convergence of living and
    working conditions. On 4 March 2021, the Commission put forward the European Pillar of
    Social Rights Action Plan285 to turn the principles into concrete actions, which was endorsed
    during the Porto Social Summit of 7 May 2021 as the guidance for the implementation of the
    Pillar286
    .
    The initiative "Improving the working conditions in platform work" is intended to address
    challenges, through EU-level action, directly related to several principles set out in the
    European Pillar of the Social Rights, most importantly:
    Principle 5 on ‘Secure and adaptable employment’, which foresees that ‘regardless of the
    type and duration of the employment relationship, workers have the right to fair and equal
    treatment regarding working conditions, access to social protection and training…Innovative
    forms of work that ensure quality working conditions shall be fostered. Entrepreneurship and
    self-employment shall be encouraged. Occupational mobility shall be
    facilitated…Employment relationships that lead to precarious working conditions shall be
    prevented, including by prohibiting abuse of atypical contracts…’
    Principle 7 on ‘Information about employment conditions and protection in case of
    dismissals’, which proclaims that ‘Workers have the right to be informed in writing at the
    start of employment about their rights and obligations resulting from the employment
    relationship, including on probation period’, that they have ‘the right to be informed of the
    reasons and be granted a reasonable period of notice’ as well as ‘the right to access to
    effective and impartial dispute resolution and, in case of unjustified dismissal, a right to
    redress, including adequate compensation’.
    Principle 10 on ‘Healthy, safe and well-adapted work environment and data protection’,
    which provides that ‘workers have the right to a high level of protection of their health and
    safety at work [and]…a working environment adapted to their professional needs and which
    284
    COM(2017). Available online.
    285
    COM(2021). Available online.
    286
    Action Plan available online here and Porto Declaration here.
    79
    enables them to prolong their participation in the labour market. Workers have the right to
    have their personal data protected in the employment context.’
    Principle 12 on ‘Social Protection’, which states that ’regardless of the type and duration of
    their employment relationship, workers, and, under comparable conditions, the self-
    employed, have the right to adequate social protection.’
    On 9 March 2021, the Commission presented a vision and avenues for Europe’s digital
    transformation by 2030: the Europe’s Digital Decade287
    . Building on the Commission's
    Communication on Shaping Europe’s Digital Future288
    of February 2020, the
    Communication sets a framework of digital rights and principles that will help promote and
    uphold EU values in the digital space.
    The EU's ambition is to be digitally sovereign in an open and interconnected world, and
    to pursue digital policies that empower people and businesses to seize a human centred,
    sustainable and more prosperous digital future. The initiative "Improving the working
    conditions in platform work" aims at being one of the answers to this call.
    The general objectives of the initiative are to:
    (1) Ensure that people working through platforms have decent working conditions and
    social rights.
    (2) Ensure conditions for sustainable growth of digital labour platforms in the EU.
    The specific objectives through which the general objectives will be addressed are to:
    (1) Ensure that people working through platforms have – or can obtain – the correct
    legal employment status in light of their relationship with the platform and gain access
    to labour and social protection rights thereof.
    (2) Ensure fairness, transparency and responsibility in algorithmic management.
    (3) Enhance knowledge of developments in platform work and provide clarity on the
    applicable rules for all people working through platforms operating across borders.
    6. POLICY OPTIONS
    6.1 Baseline scenario against which the options are assessed
    The assessment of relevant and feasible options for intervention at the EU level in ensuring
    proper working conditions for people working through digital labour platforms highly
    depends on the overall potential development pathways of the digital labour platform
    economy. Based on the rapid increase in technological progress and prevalence of digital
    labour platforms in recent years, it seems likely that either – at least in the shorter run – this
    trend would continue in moderate levels of progress or more expansively. The latter may
    especially be the case depending on the extent to which labour market actors, including
    national governments, view and use work through digital labour platforms actively as an
    287
    COM(2021). Available online.
    288
    COM (2020). Available online.
    80
    opportunity for young or low-skilled people affected by the crisis following the Covid-19
    pandemic to (re)enter the labour market.
    In a baseline scenario, policies surrounding the working conditions of people working
    through platforms would therefore evolve nationally without a common policy
    framework at the EU level. This is particularly the case considering the pace of
    development of the digital labour platform economy, and the increasing number of people
    who are (partly) relying on income from work performed through digital labour platforms. In
    some Member States, an increasing number of strikes and calls for action has already resulted
    in regulations at national level, including attempts to reach agreements through collective
    bargaining. The varying court judgements add to divergent approaches across the EU.
    In the baseline scenario, the absence of EU action entails a high risk of regulatory
    fragmentation across Member States.
    Divergent approaches across the EU may also make it more difficult for digital labour
    platforms to work across borders using the same business model, making their expansion
    challenging. This could lead to markets dominated by large non-EU digital labour platforms,
    with detrimental effects for competitiveness and innovation.289
    Such a situation would also
    challenge national regulations and enforcement practices.
    At the same time, and if the digital labour platform economy continues to expand, national
    governments may also feel inclined to establish their own regulations of the digital labour
    platform economy. This would be aimed at preventing the ‘traditional’ economy from
    becoming ‘platformised’ and facing a deterioration of working conditions, services’ quality
    and consumer protection standards.
    This may be a particular concern in urban areas, where the supply of services provided
    through digital labour platforms is higher. In a worst-case scenario290
    , labour supply may
    begin to exceed labour demand in these areas, thus leading to a severe worsening of the
    general working conditions for people working through digital labour platforms who would
    have very little bargaining power vis-à-vis platforms.
    Against the baseline scenario, the next sections consider different policy options that may be
    put forward to positively impact the working conditions in platform work.
    6.2 Avenues for EU action
    A possible EU initiative would be designed in full respect of national competencies, the
    diversity of Member States’ labour market traditions and social partners’ autonomy.
    This section presents possible options for an EU initiative on platform work, providing an
    overview of the measures under consideration for addressing the problem and meeting the
    objectives outlined above. All options should be complementary to existing (or proposed) EU
    legislation, which is not focused per se on platform work but partly covers the challenges set
    out above vis-à-vis digital labour platforms.
    289
    Eurofound (2020).
    290
    Ibidem.
    81
    Several options could be envisaged for the personal scope of the EU initiative.
    Depending on their design and objective, the measures could target all people working
    through digital labour platforms, regardless of employment status, or be limited to workers
    (including those people with a misclassified employment status). An EU initiative could
    cover all digital labour platforms active in the EU, or focus on certain types of platform
    work or certain types of platform business models.
    These measures can form part of a package of binding and non-binding instruments.
    They address different challenges in platform work and can be combined in various ways as
    they are not mutually exclusive.
    Any initiative on platform should respect national concepts of employment status. Social
    partners agree in their responses to the first phase consultation that they do not wish to open a
    discussion on an EU concept of “worker”. Member States have different approaches to the
    delimitation between the worker and the self-employed status, and some have introduced an
    intermediate category for dependent or “employee-like” self-employed who enjoy better
    access to social protection. Any EU-level initiative on platform work should thus rely on
    definitions of the employment relationship as laid down by national law, collective
    agreements or practice, while taking into account the case law of the Court of Justice of the
    EU. For this reason also there is no intention to create a ‘third’ employment status at EU
    level, while respecting the choice made by some Member States to introduce it in their
    national legislation.
    6.2.1 Addressing misclassification in the employment status
    Facilitating the correct classification would address many of the identified challenges related
    to access to decent working conditions and to social protection.
    The establishment of an employment relationship remains a gateway to many existing rights
    and protections, both at Member State and EU level. Only people who are classified as
    workers have access to the full set of labour rights, such as on working time, paid annual
    leave, maternity, paternity and parental leave, and occupational health and safety. Workers
    have easier access to social protection, although gaps remain for non-standard workers. For
    example, when it comes to coverage by insurance for accidents at work and occupational
    diseases in 10 Member States there is no accidents at work scheme for the self-employed, and
    in further six self-employed have only access to voluntary or partial schemes.291
    Workers are
    also better protected in cross-border situations than the self-employed, in case of disputes on
    jurisdiction or applicable law (see Section 3.3).
    The initiative could include tools helping people working through platforms to clarify the
    classification of their employment status in line with national definitions, taking into account
    the imbalance of power between the platforms and the people working through them.
    One option would be a rebuttable presumption of an employment relationship to the
    effect that the underlying contract between the platform and the person working through it is
    deemed to be an employment relationship. To counter that presumption, platforms would
    have to establish in a legal procedure before a court that the person is in fact self-employed.
    291
    Avlijas (2020): Social Situation Monitor - Comparing Social Protection Schemes for the Self-employed
    across EU-27. Available online.
    82
    Such legal presumption could have the advantage of providing a clear rule and strengthen the
    work of labour authorities or social security institutions to reclassify them as workers. In
    order to ensure that genuine self-employed remain so, the scope of application of such
    rebuttable presumption could be narrowed by accompanying it by a number of criteria that
    would need to be met in order to trigger the presumption, or be limited to situations where the
    work relationship has certain stability.
    Another option would be a shift in the burden of proof or lowering the standard of proof for
    people engaged in platform work or their representatives in legal proceedings. The person
    working through the platform would not automatically be considered to be in an employment
    relationship, but would have to establish very few basic facts from which it can be presumed
    that an employment relationship exists (prima facie evidence), in which case it would be for
    the platform operator to prove that the person is in fact self-employed. The prima facie
    evidence could, for instance, consist in the fact that the level of remuneration is determined
    by the platform, the fact that the platform controls or restricts the communication between the
    person and the customer or that it requires the worker to respect specific rules with regard to
    appearance, conduct towards the customer or performance of the work. Since people working
    through platforms often do not have full access to information on how the work is organised
    and therefore might be in a difficult position to prove all elements of an employment
    relationship, this option would help them challenge more easily their contractual status if they
    would so wish. It would, however, still require individuals to start court proceedings, with the
    associated costs and risks.
    An administrative procedure to examine the employment status could spare people working
    through platforms the cost and risk involved in legal proceedings and thus lower the burden
    of reclassification action. It could be open to both parties of the contractual relationship, and
    possibly other actors such as worker representatives, and would result in an administrative
    ruling. 292
    Decisions would have precedent value for similar cases, without being legally
    binding (except for the administration itself). Such administrative procedures would have the
    advantage of being less costly and lengthy than court proceedings, and thereby more easily
    accessible for individuals. They are, however, still open to a challenge in court. If one of the
    parties refuses to comply with the administrative ruling, subsequent litigation might still be
    necessary.
    Another “out-of-court” option would be the certification of work-related contracts carried
    out at the request of either party by labour authorities or by independent bodies. This means
    that persons engaged in platform work could, on their own or represented by worker
    representatives, have their employment status ascertained by an impartial institution. The
    same possibility would be open to platforms. The certification would produce the
    presumption of a correct classification of the employment relationship (as either worker, self-
    employed or a third status, in line with national law) for labour, social protection and tax
    authorities, which only a court could reverse. 293
    While the certification has a signalling effect
    and does not entail high costs or risks, it cannot be directly enforced. In case of non-
    compliance by the platform, a misclassification claim would need to be introduced before a
    court.
    292
    This possibility exists in Belgium since 2006 through the Administrative Commission for the regulation of
    the employment relationship established by the federal government as part of the social security service.
    293
    Such a certification procedure of work-related contracts was introduced in Italy in 2003.
    83
    These different tools would pursue the same objective, but would produce different effects
    and different degrees of efficacy not only in terms of legal certainty and speed of procedures,
    in balancing the asymmetry of bargaining power between the worker and the platform, but
    also in terms of level playing field within the internal market. Different options could also be
    combined in different ways. Depending on the level of ambition and the stringency of the
    tool envisaged, they could apply either to all digital labour platforms or only to specific
    categories. For instance, an administrative or certification procedure for all digital labour
    platforms could be combined with a rule on the burden of proof for legal procedures and/or a
    rebuttable presumption of employment status. It would also be possible to combine a
    rebuttable presumption for those sectors where misclassification is more prevalent, such as
    platforms intermediating certain forms of on-location platform work, with a rule on the
    burden of proof for all other digital labour platforms.
    Criteria or indicators to clarify the employment status and assist in the correct classification
    could further reinforce these procedural tools. They could narrow down the scope of a legal
    presumption or define what kind of evidence could be sufficient to shift the burden of proof.
    Such criteria or indicators should be specific to platform work and not interfere with national
    definitions of general labour law. They could be either binding or indicative, exhaustive or
    non-exhaustive. They can also promote a level playing field across the single market not only
    between platforms but also between platforms and other businesses.
    6.2.2 Introducing new rights related to algorithmic management
    Algorithmic management brings about distinct challenges in platform work, and is also
    becoming more prevalent beyond the platform economy. It is a new phenomenon not yet
    fully tackled in labour law at EU and national level. The initiative could therefore propose
    new rights in this area, building upon and in full consistency with existing instruments
    (labour law, GDPR, P2B) and proposed ones (AI Act, DSA). These could include:
     improved information for the people affected by algorithmic management and their
    representatives on the way algorithms manage work;
     establishing internal procedures to guarantee timely and justified human oversight,
    control and responsibility of decisions with significant implications for affected
    people;
     ensuring appropriate channels for redress (e.g. by setting up internal procedures or
    mediation structures within companies);
     reinforcing information and consultation rights on algorithmic management systems,
    ensuring full involvement of social partners;
     ensuring the right to privacy while off duty294
    , as well as the effective application of
    other relevant GDPR principles and requirements in the workplace;
     promoting ratings portability, in particular by increasing the effective use of the right
    to data portability; and
     excluding automatic termination of work-related contractual relationships or practices
    with equivalent effect.
    294
    Platforms often tap into the service provider’s smartphone gyroscope to detect driving patterns – sudden
    braking, acceleration, etc.
    84
    An EU initiative introducing new rights and reinforcing the implementation of the existing
    rights could be specific to platform work and apply to workers only or also the self-
    employed, to the extent that such rights are not already attributed to them through other
    existing, or proposed, EU laws. It could also look at the world of work in general. If tailored
    to algorithmic management challenges in platform work, the initiative could pave the way for
    a broader approach to the use of artificial intelligence in the labour market in the near future.
    6.2.3 Addressing the cross-border dimension
    National authorities face challenges when it comes to cross-border platform work. With
    platform companies often operating in several Member States and offering services across
    borders, verification of compliance with existing laws and their enforcement may be
    challenging for national administrations, in particular those responsible for labour inspection,
    social security and taxation.
    The initiative could consider either a register of, or transparency obligations for,
    platforms, which could provide key information such as the active contractual terms and
    conditions, the number of people working through them and their employment status.
    To facilitate authorities’ tasks, platforms could be required to report certain data
    regarding transactions they facilitate (i.e. task duration, pay per task, assignment of the task to
    the workers, contacts between the workers and the platform, etc.). Member States could
    ensure access to the reported information for relevant national authorities for the purposes of
    enforcing the rights and obligations and to build statistical information on the digital labour
    market, needed for informed policies. Information could also be exchanged between Member
    States when the provision of services has taken place in a different Member State than the
    (potential) place of registration of the platform company.
    To support the portability of social security rights and address challenges in the
    identification of people working through platforms across borders or in two or more
    Member States for social security coordination purposes, the specificities of platform work
    could be taken into account in the design of use cases piloted of the European Social
    Security Pass announced in the European Pillar of Social Rights Action Plan which was
    endorsed at the Porto Summit.
    The initiative should keep any new reporting obligations to a minimum in order not to create
    excessive administrative burdens on platform companies, in particular small and medium-
    sized businesses, or national administrations, also in view of the fact that there are several
    reporting and data sharing obligations for online platforms scattered in the internal market
    acquis and taxation legislation.
    People working through platforms in a cross-border context are also in need of accurate
    information on rules and obligations. The initiative could provide interpretation or
    guidance regarding the application of existing EU legislation to people working through
    platforms, including for instance rules on applicable law and jurisdiction or social security
    coordination.
    6.2.4 Strengthening enforcement, collective representation and social dialogue
    Enforcement of rules and collective action are key given the imbalance of power between
    platforms and people working through them. This is particularly true for workers who often
    face obstacles or risks to claim their rights without any support from trade unions or other
    85
    organisations. It is also true for certain self-employed who are sometimes in a weak position
    to defend their rights and interests.
    The initiative could introduce measures to ensure compliance with the new material and
    procedural rights and obligations in platform work that the initiative will confer. Such rules
    should be in line with national traditions and could take inspiration from other instruments in
    labour and equal treatment law. They could encompass access to effective and impartial
    dispute resolution, procedures on behalf of or in support of workers (e.g. by trade unions), the
    right to compensation, protection against adverse treatment or consequences for claiming
    rights, access to evidence and penalties. Another avenue to be considered is the promotion of
    ombudspersons at national level for resolving disputes between platforms and people
    working through them.
    Social partners have an important role to play in the management of platform work. To
    support the representation of people working through platforms and the platforms themselves
    in Member States’ existing social dialogue practices, the EU could also encourage Member
    States and social partners to stimulate social dialogue in platform work and to support
    capacity building in this context. Trade unions face difficulties in identifying and contacting
    people working through platforms due to the absence of a common place of work.
    Communication channels embedded in the digital infrastructure of platforms allowing worker
    representatives to provide people working through the platforms with information could
    strengthen their ability to effectively defend their rights.
    Removing obstacles for collective bargaining might be necessary. Under competition law,
    self-employed people are considered “undertakings” and any agreement between them risks
    being prohibited as anticompetitive under Article 101 TFEU. A forthcoming separate
    initiative aims to ensure that EU competition law does not stand in the way of collective
    bargaining for self-employed who need it (while other aspects of competition law would
    remain applicable to self-employed and platforms).295
    Finally, clarity on rules and a broader data basis can contribute to better enforcement and
    compliance. The initiative could encourage Member States to provide advice and guidance to
    people on rights and obligations resulting from their platform activity in relation to tax and
    social security matters. Data collection and exchange of best practices on platform work and
    algorithmic management could also be a way forward.
    Overview of policy options
    Policy field Policy options
    Employment status;
    working conditions and
    access to social
    protection for workers
     ensure correct employment classification in platform work, based
    on national definitions of worker, taking into consideration the
    jurisprudence of the CJEU and in full respect of national
    competence and the diversity of Member States’ labour market
    traditions;
     introduce a rebuttable presumption of the existence of an
    employment relationship, possibly only for certain types of
    platform work or based on quantitative and/or qualitative
    thresholds;
    295
    See more details here.
    86
     introduce a rule on shifting of the burden of proof, to the effect that
    the person would only have to establish basic facts from which it
    can be presumed that an employment relationship exists (prima
    facie evidence), in which case it would be for the platform operator
    to prove that the person is in fact self-employed;
     introduce an administrative procedure to examine the employment
    status;
     introduce certification of work-related contracts carried out at the
    request of either party by labour authorities or by independent
    bodies;
     provide guidance on indicators that could be used to assess and
    establish the employment status and/or the self-employment status
    in platform work;
     ensure that people recognised as workers have access to rights
    established in EU and national labour law and in social protection
    frameworks.
    Algorithmic
    management rights
     improved information for the people affected by algorithmic
    management and their representatives on the way algorithms
    manage work;
     establish internal procedures to guarantee timely and justified
    human oversight, control and responsibility of decisions with
    significant implications for affected people;
     ensure appropriate channels for redress, e.g. through the setting
    up of internal procedures or mediation structures within companies
    to look into complaints;
     reinforce information and consultation rights on algorithmic
    management systems, e.g. by requiring involvement of workers
    and their representatives in decisions leading to application of
    algorithmic management systems in the company;
     ensure the right to privacy while off duty, as well as the effective
    application of other relevant GDPR principles and requirements in
    the workplace;
     promote portability of ratings, in particular by increasing the
    effective use of the right to data portability;
     exclude automatic termination of work-related contractual
    relationships or practices with equivalent result (e.g. permanent
    exclusion from task allocation).
    Cross-border
    dimension
     ensure that platforms registered on their territory are required to
    publish for EU Member States where they operate their active
    contractual terms and conditions, information on how many people
    are working through them (and possibly under what status);
     introduce a (voluntary or mandatory) register of all platforms
    active in the respective Member State which could include the
    active contractual terms and conditions and the number of people
    working through them (and possibly under what status);
     require platforms to report certain data regarding transactions
    they facilitate (i.e. task duration, pay per task, etc.) to national
    social security and tax authorities;
     take into account the relevance of platform work in the pilot under
    the European Social Security Pass announced in the European
    Pillar of Social Rights Action Plan;
    87
     provide interpretation and guidance regarding existing EU
    legislation (labour law, social security coordination, rules
    regarding jurisdiction and applicable law) and its implications for
    cross-border platform work.
    Enforcement,
    collective
    representation and
    social dialogue
     establish enforcement provisions such as the right to redress,
    procedures on behalf or in support of workers (e.g. by trade
    unions), the right to compensation, protection from dismissal for
    claiming rights, access to evidence and penalties;
     promote ombudspersons at national level for resolving disputes
    between platforms and people working through them;
     stimulate social dialogue in platform work;
     capacity building for social partners in the area of platform work;
     encure communication channels allowing worker representatives to
    provide people working through the platforms with information.
     provide advice and guidance to people providing services through
    platforms on the tax, social security and/or labour law obligations
    of their platform activity via information websites and hotlines;
     improve data collection on platform work and algorithmic
    management.
    6.3 EU instruments
    The initiative on working conditions in platform work could take the form of a Directive, a
    Council Recommendation, or a combination of the two. A policy Communication could also
    possibly introduce any non-legislative elements of the initiative.
    Directive
    A Directive would provide certainty about the mandatory requirements to be applied by
    Member States. To this end, it could contain a set of minimum standards and procedural
    obligations to be necessarily complied with.
    Article 153 (2) TFEU provides the possibility of adopting a Directive in the area of ‘working
    conditions’ involving minimum requirements for implementation by Member States.296
    This
    legal basis would enable the Union to set minimum standards regarding the working
    conditions of people working through platforms, where they are in an employment
    relationship and thus considered as workers (including false self-employed people), in line
    with national traditions and practices.
    A Directive addressing the situation of genuine self-employed people working through
    platforms as business actors could be based on an internal market legal basis. Possible
    provisions in the TFEU include Article 53(1) – which empowers the Union to issue directives
    coordinating national provisions concerning the uptake and pursuit of activities as self-
    296
    Art 153(2) (b) also states that “Such directives shall avoid imposing administrative, financial and legal
    constraints in a way which would hold back the creation and development of small and medium-sized
    undertakings”.
    88
    employed persons – or Article 114 allowing for the approximation of laws with regard to the
    establishment and functioning of the internal market.
    Article 352 TFEU allows the EU to act in order to attain one of its Treaty objectives in the
    absence of a more specific legal basis. This legal basis could be used for a directive on the
    working conditions of self-employed people engaged in platform work. This legal basis
    would require unanimity in the Council.
    Council recommendation
    A recommendation could provide for policy guidance and a common policy framework at EU
    level, while not setting specific mandatory requirements. Envisaged tools for monitoring
    implementation of such a non-binding instrument might include the use of benchmarking
    integrated in the European Semester, the exchange of good practices, and joint work with
    Member States and social partners on the development of appropriate monitoring tools.
    Non-legislative measures
    The initiative could also entail non-legislative measures at EU level that would contribute to
    the objectives formulated above. The Commission could, for instance, facilitate a dialogue
    with platform operators aiming at developing principles for good quality platform work by
    way of a code of conduct or a charter possibly accompanied by a voluntary label. Such a self-
    regulatory tool could cover social benefits and training on digital labour platforms as well as
    complementary aspects in relation to working conditions and algorithmic management.
    As possible EU legislative action can only set minimum standards in the labour and social
    affairs field and cannot ensure full harmonisation in the internal market, further action could
    be taken to improve coordination and avoid fragmentation, such as organising exchanges of
    experience and mutual learning among Member States on the issue of clarifying the
    employment status of people working through platforms.
    Other possible measures include: guidance regarding the application of existing legislation in
    cross-border platform work, including for labour inspectorates; promoting social dialogue
    and other social partner initiatives; and/or further monitoring and data collection by setting up
    an EU-level observatory on platform work and algorithmic management. Such actions could
    be promoted by means of funding, organisation of meetings and other forms of support.
    7. POLICY IMPACTS
    The following sections illustrate the impacts that the policy options outlined in Section 6
    would have on the social and economic spheres, as well as on other domains such as
    fundamental rights, the environment and technological sovereignty.
    A table at the end of the section summarises these impacts in terms of costs and benefits.
    7.1 Social impacts
    Policy options tackling the main problems faced by people working through platforms
    would improve their working conditions and access to social protection. Measures aimed
    at clarifying their employment status would bring legal clarity to both them and the platforms
    through which they work, with positive spill over effects in the social sphere. Such measures
    89
    would facilitate their access to courts and legal disputes to challenge their potential
    misclassification as self-employed.
    Those who are correctly classified as workers as a result of such measures would benefit
    from the EU and national labour and social acquis, thereby falling under the scope of
    employment protection legislation, better access to social security schemes, protection against
    health and safety risks, collective bargaining rights, mobility and skills opportunities, and
    minimum wages frameworks. On the other hand, the newly classified workers may then face
    lower remuneration if social contributions are partially or entirely passed on to them by
    platforms, whereas those people who are confirmed to be self-employed may have reduced
    access to self-employed job opportunities in platform work, despite expected sustained
    growth in demand for platform work services. Clarification on what constitutes an
    employment relationship in platform work could however have a spill-over effect on the way
    that platforms facilitate and organise their working relationship with self-employed service
    providers and thus impact positively their level of autonomy and control at work. They could
    also contribute to legal security for platforms that want to provide additional benefits to the
    self-employed who work through them.
    Workers on digital labour platforms would not have to lose the flexibility in organising
    their own schedule and work they currently access. Both the EU and most Member States’
    labour acquis a plethora of flexible employment contracts for workers (including temporary
    agency work, fixed-term contracts, part-time contracts) that would allow both platforms and
    the workers to maintain existing flexible arrangements, while adding benefits and social
    protection on a pro rata basis. Flexible employment contracts for workers (including
    temporary agency work, fixed-term contracts, part-time contracts) would allow both
    platforms and the workers to maintain existing flexible arrangements, while adding benefits
    and social protection on a pro rata basis.
    Measures tackling the challenges posed by algorithmic management would make the
    platform work environment more transparent, predictable and decent. Such measures
    may also have positive effects on working conditions and social dialogue, by enhancing the
    responsibility of platforms and opening their algorithms up to external scrutiny. The positive
    spill over effects would also be on earnings, as increased transparency on pay, performance
    evaluation and client-ratings would grant workers firmer control over their own work
    schedule and organisation.
    Measures on reporting and enforcement would improve working conditions by
    strengthening the role of labour inspectorates and allowing better public policymaking
    through better access to data and information on digital labour platforms and people working
    through them. Clarity on rights and obligations would diminish the risk of non-compliance
    (e.g. with taxation obligations).
    7.2 Economic impacts
    Policy options clarifying the employment status of people working through platforms
    would have substantial impacts on the digital labour platform economy and the
    economy at large. Digital labour platforms which misclassify workers would face potentially
    substantial costs to reclassify their contractors as workers. Furthermore, those who do not
    90
    correct the employment status classification following introduction of such policy options
    would face further litigation costs, stemming from the legal disputes brought before courts by
    people wanting to challenge their employment status classification or proceedings launched
    by relevant national administrations. In the case where misclassification is confirmed,
    platforms would then have to factor in operating costs of the social protection and
    contributions they would have to pay for their employees.
    If on the one hand this may lead some platforms to change their business model to adapt
    to the new costs of having to hire service providers, they would also find themselves
    operating within a much clearer legal framework, with greater possibilities of long-term
    adaptation, planning and scale-up investments. This would have positive spill over effects on
    investors’ and users’ trust, fostering a new, positive outlook for the digital labour platform
    economy. Such benefits would arguably be especially important for platforms SMEs and
    startups, which would benefit from a newly levelled playing-field, fairer competition and
    more incentives to expand their business across the EU.
    ‘Traditional’ companies would see their competitive disadvantage vis-à-vis platforms
    reduced, although some may also have their opportunity to outsource tasks to platforms or to
    use platforms to reach a broader client base curtailed, due to higher costs and reduced labour
    supply. This could be the case for example for restaurants using delivery platforms.
    Consumers would access services which are of better quality and with clearer liability
    attached to them. Such benefits may, however, come with higher prices and reduced product
    supply, due to more costly quality controls and increased legal accountability.
    Measures improving the information, consultation and redress in the use of algorithmic
    management would face digital labour platforms with administrative costs to ensure full
    compliance with requirements and embedding responsibility mechanisms within their IT
    tools and automated procedures. Such costs, however, would arguably be more than offset
    by the benefits that would derive from a renewed platform ecosystem based on trust.
    This would lead to greater consumer and investor confidence, increased worker involvement
    and participation and ultimately greater incentives to innovation thanks to a clearer, future-
    proof legal framework.
    Measures on reporting and enforcement would have limited costs for platforms,
    demanding they make public some (already available) information concerning their business
    activities. The benefits of such measures would come in the form of heightened public trust in
    the digital labour platform economy, thanks to greater transparency and better, data-driven
    public policymaking. These measures would also make services more reliable vis-à-vis
    consumers and would contribute to ensuring a level playing field in the digital labour
    platform economy, fostering competition and allowing new, smaller players to challenge
    incumbents.
    7.3 Impacts on public authorities
    Policy options tackling the challenges of platform work may also have direct or indirect
    effects on Member States’ public authorities. Measures aimed at clarifying the
    91
    employment status of people working through platforms could impose administrative
    costs on Member States’ courts, although, given the current trend of increasing legal
    challenges against platforms’ employment contracts they would have to deal with such
    procedures in any case. Furthermore, these measures would facilitate legal proceedings,
    leading to shorter times and clearer legal outcomes.
    The courts’ administrative costs would arguably be outweighed by substantial financial
    benefits for Member States’ governments, deriving from the increased tax and social
    security contributions paid by digital labour platforms on behalf of their employees.
    Furthermore, the proceedings thus imposed on courts could be greatly facilitated by the
    measures improving information, consultation and redress on algorithmic management.
    Bringing more transparency to the internal workings of the platforms, the work of courts
    would be facilitated in cases of potential employment status misclassification.
    Similarly, measures on reporting and enforcement would generate a one-in, one-out
    virtuous cycle, by which the operating costs demanded to authorities to change, shift and
    strengthen their inspection procedures would be offset by the benefits deriving from more
    thorough controls on platforms, fewer cases of employment status misclassification and
    greater legal clarity for workers and businesses alike.
    Bringing people working through platforms effectively into the scope of social protection
    would significantly broaden the tax and contribution base of the social protection systems and
    help adjust social protection systems to the changing economy and the world of work,
    improving their adequacy, sustainability and resilience in the long term.
    7.4 Other impacts
    An EU initiative on platform work may have impacts on other societal domains, directly or
    indirectly related to the issues tackled by the policy options described in Section 6.
    Technological sovereignty
    By clarifying the obligations of digital labour platforms in the EU, these policy options
    contribute to fostering a transparent, rules-based digital single market, underpinned by a
    level playing field for all businesses and strong social rights for the people working in it. This
    has implications for the EU’s international partners, as it strengthens the Union’s values-
    based approach to the digital transition.
    These policy options would demand that all digital labour platforms active in the EU,
    regardless of where they are based or originate from, comply with European principles.
    Hence, the EU would be pursuing its technological sovereignty by setting global digital
    standards on algorithmic management and the digitalisation of the world of work.
    Fundamental rights
    This initiative aims at strengthening the right to fair and just working conditions recognised
    in the Charter of Fundamental Rights of the EU (the Charter). Under the Article 31 (1) every
    worker has the right to fair and just working conditions, which respect his or her health,
    safety and dignity.
    Furthermore, the initiative will support the freedom to choose an occupation, and right to
    engage in work, recognised in Article 15. Different avenues for policy actions presented
    92
    above provide different impact on these rights, with a positive impact on the right to fair and
    just working conditions expected to be ranging from medium to high.
    In order to ensure that the freedom to conduct a business (Article 16) is fully upheld, possible
    avenues for action will be tested to ensure the proportionality principle is respected, and that
    the final proposal will aim at maximising the fundamental rights impact.
    In addition to Article 31 and Article 15, other rights protected in the Charter could potentially
    be positively impacted by action aimed at an improvement of working conditions in platform
    work. It can support dignity in the workplace (Art 1), the fight against coerced work (Art 5),
    respect for family life (Art. 7), equality before the law of workers (Article 20), non-
    discrimination (Article 21), as well as workers' right to information and consultation (Article
    27).
    IMPACTS
    Social
    - Employment (mobility, transitions, skills,
    labour market segmentation)
    - Working conditions
    - Social protection (income insecurity, poverty,
    precariousness, inequality)
    - Health
    - Fundamental rights
    Economic
    - Impact on business (SME
    included)
    -Operating (labour costs) and
    conduct of business, including
    administrative burdens
    - Competitiveness and unfair
    competition
    Public authorities
    - Budgetary consequences
    - Public authorities
    organisation
    Costs Benefits Costs Benefits Costs Benefits
    Baseline
    scenario
    For people working
    through platforms:
    *lack of access to
    labour law
    protections (including
    e.g. paid holidays,
    health and safety
    protections; minimum
    wage protections)
    * time pressure and
    inter-worker
    competition in some
    platforms may impact
    safety
    *costs of social
    protection which
    should be shared with
    the employer
    * high barriers to
    claim rights through
    courts
    For people working
    through
    platforms:*access to a
    variety of job
    opportunities through
    platforms
    *flexibility of self-
    employed status
    For platforms
    *Increasing
    legal costs
    related to
    litigation and
    following
    compliance
    costs
    *Decrease in
    investors’
    confidence
    *Costs of
    coping with
    legal
    fragmentation
    and legal
    unpredictability
    For other
    companies:
    *unfair
    competitive
    advantage
    based on lower
    labour costs,
    relying on more
    flexible
    regulations as
    well as network
    effects
    For consumers
    *platforms’
    lack of liability
    For platforms
    *Competitive
    advantage for
    platforms,
    resulting in a
    possible
    growth of
    platform
    companies
    For other
    companies:
    *Increasing
    opportunities
    to outsource
    parts of
    operations to
    platforms
    *Platform
    intermediation
    allows for
    broadening
    markets
    For
    consumers
    *access to
    variety of
    services at
    low cost and
    with some
    quality
    controls set up
    by platforms
    *False self-
    employment or
    undeclared
    self-
    employment
    results in
    potential lower
    tax incomes
    and increased
    net public
    spending to
    cover for
    missed social
    security
    contributions
    * Costs of
    inspections by
    tax authorities
    and/or labour
    inspections to
    detect and
    pursue cases of
    false self-
    employment
    *Potential
    legalisation
    of work that
    could
    otherwise
    remain in
    grey economy
    93
    for services
    provided by
    self-employed
    service
    providers may
    impact
    availability and
    quality of
    service
    Tackling
    employment
    status,
    working
    conditions
    and access to
    social
    protection for
    workers
    Labour markets
    *Decrease in the
    number of self-
    employed job
    opportunities,
    including those with
    low barriers
    For people working
    through
    platforms:*potentially
    higher taxes and costs
    of social
    contributions
    * potentially losing
    some of the flexibility
    related to self-
    employment
    Labour markets
    *Creation of better
    quality jobs (with
    access to labour
    rights and social
    protection)
    For people working
    through
    platforms:*facilitation
    of access to courts to
    correct employment
    status qualification
    *improved working
    conditions (including
    e.g. paid holidays,
    health and safety
    protections, access to
    minimum wage
    protections), *fuller
    access to social
    protection
    For platforms
    *Increase in
    operating costs
    (labour and
    social
    protection
    costs)
    *Increased
    administrative
    costs
    *Potential need
    to change
    business
    models that
    rely on the
    availability of
    high numbers
    of service
    providers
    For other
    companies:
    *Potential loss
    of opportunities
    to outsource or
    seek new
    customers via
    platforms
    For consumers
    *potential
    increase of
    prices and/or
    lower
    availability of
    services
    For platforms
    *increased
    legal
    predictability,
    resulting in
    the longer
    term in lower
    legal costs
    *increased
    investors’
    confidence
    *increased
    user trust
    For other
    companies:
    *more equal
    level playing
    field in
    competition
    between
    platforms and
    other
    companies
    For
    consumers
    *more
    reliable
    service thanks
    to fuller
    accountability
    of platforms
    *Potentially
    administrative
    costs to
    introduce new
    administrative
    procedures or
    to adapt the
    procedures
    related to court
    proceedings
    *Correct
    employment
    classification
    (as worker
    and as self-
    employed)
    would result
    in increased
    tax and
    social
    security
    contributions
    *Facilitation
    for tax
    authorities
    and/or labour
    inspections to
    detect and
    pursue cases
    of false self-
    employment
    Tackling
    algorithmic
    management
    For people affected
    by algorithmic
    management
    *no direct or indirect
    costs
    For people affected by
    algorithmic
    management
    *more predictable
    working environment
    *positive effects on
    earnings
    * positive effects on
    work satisfaction
    *possibility to request
    a review of an
    unfavourable decision
    For companies
    *one-off and
    running
    administrative
    costs to ensure
    improved
    information,
    consultation
    and redress
    regarding the
    use of
    algorithmic
    management
    tools
    For
    companies
    *improved
    trust and
    retention of
    workers
    *involvement
    of workers in
    setting up
    algorithmic
    management
    system can
    help to make
    the tools more
    *No direct or
    indirect costs
    *Improved
    information,
    consultation
    and redress
    onin the use
    of
    algorithmic
    management
    will facilitate
    correct
    employment
    classification.
    94
    For consumers
    No direct or
    indirect
    impacts
    effective
    *positive
    impact on
    innovation
    through
    adaptation of
    algorithmic
    management
    systems
    For
    consumers:
    No direct or
    indirect
    impacts
    Cross-border
    dimension
    For people working
    through
    platforms:*No direct
    or indirect costs
    For people working
    through
    platforms:*Improved
    working conditions
    thanks to enhanced
    inspection of platform
    work
    *Greater
    transparency in
    working conditions.
    For platforms:
    *Limited
    administrative
    costs to publish
    information
    (anyhow
    available) on
    their website or
    in a register
    *Possible
    higher
    administrative
    costs for
    reporting of
    transactions
    For other
    companies:
    *No direct or
    indirect
    impacts
    For consumers
    *No direct or
    indirect
    impacts
    For
    platforms:
    *increased
    public trust
    thanks to the
    transparency
    For other
    companies:
    *No direct or
    indirect
    benefits
    For
    consumers
    *improved
    reliability of
    services
    available
    through
    platforms
    *One-off and
    running
    administrative
    costs of
    creating a
    register of
    platforms or a
    system for
    reporting
    transactions
    *Availability
    of
    information
    reported by
    platforms
    would
    facilitate
    inspection
    and
    enforcement
    of
    obligations,
    including as
    regards
    payment of
    social
    security
    contributions
    and taxes
    Enforcement,
    collective
    representation
    and social
    dialogue
    For people working
    through
    platforms:*No direct
    or indirect costs
    For people working
    through platforms:
    *Improved working
    conditions thanks to
    better enforcement of
    rights and stimulated
    collective action and
    social dialogue
    For platforms:
    *possible costs
    in case of non-
    compliance
    related to
    penalties and
    sanctions
    For other
    companies:
    *No direct or
    indirect
    impacts
    For consumers
    For
    platforms:
    *increased
    public trust
    thanks to
    better
    compliance
    and collective
    representation
    For other
    companies:
    *improved
    compliance of
    platforms with
    *Administrative
    costs of
    adjusting
    national
    enforcement
    provisions and
    building
    capacity for
    social dialogue
    *Operating
    costs or shift in
    resources to
    enhance
    inspection and
    *Improved
    enforcement
    of obligations
    would result
    in increased
    tax revenues
    and social
    security
    contributions
    95
    *No direct or
    indirect
    impacts
    existing
    obligations
    would have a
    positive
    impact on
    level playing
    field
    For
    consumers
    *improved
    reliability of
    services
    available
    through
    platforms
    enforcement
    96
    Annex I: Examples of platform companies operating in different Member States
    Count
    ry
    On-location platforms Online platforms
    Transport,
    ride-hailing
    Food and goods
    delivery
    Personal and
    household
    services (e.g.
    care,
    gardening,
    cooking,
    cleaning,
    shopping)
    Microwork (e.g. transcriptions,
    translations, web search, IT tasks, etc.)
    AT Uber, Bolt, Free
    Now
    Mjam (part of
    Delivery Hero
    Berlin),
    Lieferservice (part
    of Just Eat
    Takeaway.com
    Amsterdam)
    Extrasauber.at,
    Haushaltshilfe24.at
    (part of Lemonfrog
    AG Switzerland,
    Betreut.at (part of
    care.com Europe
    Berlin)
    Clickworker
    BE Uber, HEETCH,
    BEEP
    Deliveroo, Uber
    Eats,
    Takeaway.com,
    IzI, Shopopop
    Helpper, Bringer
    Nanny Nina, B-
    homecare.be,
    Handyfriend, Harry
    Butler
    Jellow, ListMinut, Teacheronline,
    Bijleshoek
    BG Foodpanda.bg,
    takeaway.com,
    ebag.bg
    Housecare.bg,
    phcare.bg,
    bavachki.bg,
    maistorplus.com
    , domestina.bg
    Upwork, fiverr, freelancer.com, gigsbg.com,
    freelance.bg, dibla.com,
    CY Uber, Beat,
    Taxiplon
    Wolt, efood, Foody
    Cyprus, Bolt Food,
    Food Cyprus,
    BOX, deliveryman
    Douleftaras.com
    .cy
    CZ Uber, Bolt Damejidlo.cz,
    zavezu.cz,
    robeeto.com,
    grason.cz,
    nejremeslnici.cz
    ,
    supersoused.cz,
    hlidacky.cz
    Navolnenoze.cz, jaudelam.cz,
    DE Uber,
    CleverShuttle
    (subsidiary of
    Deutsche Bahn),
    Moia (backed by
    Volkswagen),
    Berlkönig
    (active in Berlin,
    provided by the
    Berlin Public
    Transportation
    Company, Via
    Deliveroo, efood,
    Wolt, Delivery
    Hero, Lieferando
    (subsidiary of the
    Dutch Eat
    Takeaway), serving
    as an umbrella for
    pizza.de,
    foodora.de,
    lieferservice.de,
    and lieferheld.de;
    flaschenpost and
    betreut.de, or
    haushelden.de,
    Gewerbeschein,
    Helpling,
    Expat.com
    Clickworkers, MyLittleJob, Streetspotr
    97
    Transportation
    and Daimler
    AG).
    Durstexpress
    (subsidiary of Dr.
    Oetker KG);
    DK 3F Transport,
    Uber
    Wolt, Just Eat,
    Hungry.dk, Too
    Good to Go
    Happy Helper,
    Chabber
    Upwork, Consultant, Worksome
    EE Bolt (previously
    Taxify), Uber,
    Yandex,
    Wisemile
    Wolt, Uber Eats,
    Zomato,
    foodpanda,
    Deliveroo
    Shipitwise, Bolt,
    Barbora, in
    addition each large
    supermarket (about
    5-6 larger
    companies) have
    their own delivery
    platform created by
    now
    UpSteam, Care
    Mate
    GoWorkAbit, H2H, Upwork, Handy, Toitla
    EL Beat
    The only space
    left to platforms
    is as
    intermediaries
    between
    passengers and
    licenced taxis
    Wolt, efood, BOX,
    Bolt Food,
    UberEats
    Douleftaras.gr,
    Paramana.eu
    Freelancer.gr
    ES Uber, BlaBla
    Car, Cabify,
    MyTaxi,
    Blackcabs.es,
    Enmercedes.com
    ,
    Limousinecc.co
    m (also Free
    Now, Ecologic,
    Pidetaxi as taxi
    apps)
    Deliveroo, Glovo,
    Uber Eats, Just
    East, Stuart
    Specialised
    platforms: Cuideo,
    Aiudo, Wayalia,
    Cuorecare, Joyners,
    Cuidum,
    Familiados,
    Depencare,
    Nannyfy, Sitly,
    Topnanny . Multi-
    service platforms:
    Yocuido,
    Cronoshare, Clintu,
    Care.com,
    Topayuda, Yoopies
    Trabeja.com, Neuvoo, Prontopro,
    Freelancer.com, Soy Freelancer, Trabajo
    Freelance, Twago, Fiverr, People per Hour,
    Upwork, Workana, Malt, Guru,
    Speedlancer, People per Hour, Greatcontent,
    Textbroker, Gengo, Jooble
    FI Uber Foodora, Wolt
    (both Finnish start-
    ups in food
    delivery), Budbee
    in goods delivery
    Seure.fi Amazon Mechanical Turk, Upwork
    FR BlaBla Car,
    Chauffeur Privé,
    Resto-in,
    Vizeat/Eatwith,
    Uber Eats, Stuart
    AlloVoisins eYeka,
    98
    HR Uber, BlaBlaCar Glovo, Wolt,
    Pauza, Bolt,
    Welovelocal.hr
    Clintu, Cuvalica.hr,
    Trebam.hr
    ClickWorker, Fiverr, Microworker,
    Upwork, Toptal, BigTranslation
    HU Bolt, Uber Wolt, Bolt Food,
    Netpincér
    Expat.com,
    Rendi.hu
    Freelancer
    IE FreeNow, Lynk,
    Uber
    Deliveroo, Just Eat
    Ireland
    Home Care Direct,
    Mindme, Laundr,
    Pristine,
    Helpling.ie,
    babysits.ie
    Fiver, Upwork
    IT Uber Just eat, Foodinho
    (Glovo), Uber Eats
    Italy, Deliveroo,
    MyMenu, Sgnam,
    Foodora
    Sitly.it
    LT Bolt, Uber,
    eTransport,
    eTaksi, Trans for
    Forwarders,
    eTransport
    Bolt Food,
    ZITICITY,
    LastMile, Wolt,
    Lėkštė.lt, Bazzarr
    GETFIX,
    PortalPRO, Domio,
    myHelper,
    Discontract
    Teisės partneris, Cloud marketplace, FDP.lt
    LU Uber Foostix,
    FoodLunch.lu,
    Goosty,
    Webfood/Livrando
    Crowdwork
    LV Uber, Bolt,
    Yandex
    Bolt Food, Wolt Expat.com,
    Greataupair.com,
    baltichousehold.lv
    MT Bonju, Cool,
    eCabs, iGo,
    Ryde
    Bolt, Wolt, Bonju
    Eats
    Genie
    NL Uber,
    L1NDA.com,
    Temper
    Thuisbezorgd.nl,
    Deliveroo, Uber
    Eats, Eat
    Takeaway, ishipit
    Brenger, Helpling,
    YouBahn, My
    Flexwork,
    Flexbook,
    Inhuren.com,
    Wurcly, care.com,
    petbnb
    Temper Works, handiwork (Werkspot),
    Upwork, 99designs, AMT, Clickworker,
    Freelance.nl, Jellow, YoungOnes
    PL Uber, Bolt, Free
    Now (formerly
    myTaxi), iTaxi
    Glovo, Wolt, Uber
    Eats, Finebite, Bolt
    Food, Pyszne.pl,
    otostolik.pl, Stava,
    Delgoo, knajp.pl,
    Delidelivery
    hojoclean.pl,
    oferia.pl, niania.pl,
    favore.pl
    uslugi-artystyczne.pl, Designer.pl,
    useme.com, freelancer.pl, oferia.pl
    PT Uber, BOLT,
    Freenow
    Uber Eats, Glovo,
    Takeaway, Bolt
    Food
    Dona Rosa,
    Simplicasa
    Zaask, fixando.pt
    RO Uber, Bolt,
    Clever,
    Glovo, Foodpanda,
    Takeaway
    LiberProfi, Fiverr, upWork, Freelancer,
    PeoplePerHour, Workaway, Taskrunner
    99
    Blackcab,
    Yangoo,
    Freenow
    SE Bolt, Uber,
    Bzzzt, Clever,
    Foodora, Uber
    Eats, Bolt food,
    Wolt,
    Yepstr, Tidy App,
    Taskrunner,
    Techhbuddy,
    nanny.nu, Tipptapp
    Fiver, Wordapp, Gigger,
    SI Uber, Flixbus,
    GoOpti, Taxi
    Cammeo
    Wolt, E-hrana beeping
    SK Bolt (previously
    Taxify), Uber,
    Hopin, Bla Bla
    Car, Liftago
    Wolt, Bolt Food,
    Bistro
    Jaspravim, Domelia Taskit, Mikropraca.eu, Microjob.sk, Wilio
    Source: ECE Thematic Review (forthcoming).
    100
    Annex II: Overview of the employment status of platform workers in the EU Member
    States
    Member
    State
    Employment status used in platform work In-between or third category (apart
    from employee and self-employed)?
    On-location Online
    Austria -Self-employed
    -Employee-like
    service provider
    -Temporary
    agency worker
    -Home-worker297
    -Employee
    (minority)
    -Self-employed Yes: employee-like persons and employee-
    like service provider (freelancer)
    Special status of a ‘home worker’
    (craftsmen)
    Belgium -Occasional
    worker in the
    collaborative
    economy298
    -Self-employed
    (as main or as
    secondary
    professional
    activity)
    -Temporary
    agency worker
    -Employee
    (minority)
    -Self-employed No
    Bulgaria -Self-employed
    -Civil law
    contracts
    (contract of
    mandate and
    contracts of
    manufacture)
    -Employee
    (minority)
    -Self-employed No
    Cyprus -Self-employed
    -Employees
    -Self-employed No
    Czechia -Self-employed
    -Workers under
    an Agreement to
    complete a job or
    Agreement to
    perform work
    -Self-employed No (but existence of two special
    ‘employment’ contracts)
    Germany -Self-employed
    -Temporary
    agency work
    -Employee
    -Self-employed Yes: employee-like persons (they are self-
    employed)
    297 Home worker is a special status referring to those persons who perform manual labour from their home or a place of their
    choosing and who have no trade license (usually it concerns craftsmen). They have some labour rights similar to the labour
    rights of employees, such as a special minimum wage, sick pay, annual leave etc.
    298 Under the Belgian income taxation legislation individuals can carry out occasional platform work for other natural
    persons in a number of sectors the income of which is taxed at lower rates when below an annual threshold of EUR 6 340
    (fiscal year 2020).
    101
    Denmark -Self-employed
    -Employee
    -Self-employed No
    Estonia -Self-employed
    (self-employed
    non-traders, self-
    employed sole
    proprietors and
    companies)
    -Entrepreneur
    account
    -Employee
    -Self-employed (self-
    employed non-traders, self-
    employed sole proprietors and
    companies)
    -Entrepreneur account
    No
    Greece -Self-employed
    -Occasional
    workers
    -Dependent self-
    employed
    -Employee
    -Self-employed
    -Occasional workers
    -Dependent self-employed
    No
    Spain -Economically
    dependent self-
    employed
    (TRADE)299
    -Self-employed
    -Special
    employment
    status for
    workers in
    domestic
    services
    (cleaning and
    care)
    -Employee
    -Economically dependent self-
    employed (TRADE)
    -Self-employed
    Yes: the economically dependent self-
    employed (TRADE)
    Finland -Self-employed
    (business or sole
    traders)
    -Employee
    (minority)
    -Self-employed No
    France -Self-employed
    (standard self-
    employed and
    micro-
    entrepreneur
    self-
    employed300
    )
    -Employee
    (minority)
    -self-employed (standard self-
    employed and micro-
    entrepreneur self-employed)
    No
    Croatia -Freelancer
    under contract
    for services
    -Self-employed
    -Freelancer under contract for
    services
    -Self-employed
    No
    299 Self-employed are considered as economically dependent if they carry out a professional or economic activity personally,
    directly and predominantly for a single client from who they receive at least 75% of their income.
    300 A special subcategory of self-employed, which was originally created in 2008 to facilitate workers to exercise secondary
    professional activities next to the main professional occupation and/or to earn small additional income for other groups such
    as students, pensioners or jobseekers. A lower social contribution rate of 22% applies and income and an annual maximum
    threshold applies of EUR 72 000. Above that level, the income becomes subject to VAT and a 45% social contribution rate
    applies under the standard regime for self-employed.
    102
    -Employee
    -‘Digital
    nomads’301
    Hungary -Self-employed
    -Employee
    -Self-employed No
    Ireland -Self-employed
    -Employee
    -Self-employed No
    Italy -Self-employed
    (self-employed
    platform workers
    in food delivery
    have special
    protection under
    Labour Code)
    -‘Employer-
    coordinated
    workers’
    (‘cococo’)
    -‘Employer-
    organised
    workers’
    (‘cocoorg’)
    -Employees
    (minority)
    -(Temporary
    agency worker)
    -Self-employed Yes: quasi-subordinated work
    -‘employer-organised workers’ (‘cocoorg’)
    -‘employer-coordinated workers’
    (‘cococo’)
    Lithuania -Self-employed
    (with an
    individual
    activity
    certificate)
    -Temporary
    agency worker
    -Employee
    (minority)
    -Self-employed No
    Luxembourg -Self-employed
    -Employee
    -Self-employed No
    Latvia -Self-employed
    (individual
    entrepreneurs or
    microenterprises)
    -Employee
    -Self-employed (individual
    entrepreneurs or
    microenterprises)
    No
    Malta -Self-employed
    (including self-
    occupied
    persons302
    )
    -Employee
    (minority)
    -Self-employed (including
    self-occupied persons)
    No
    The
    Netherlands
    -Self-employed
    (self-employed
    without
    personnel and
    self-employed
    -Self-employed (self-
    employed without personnel
    and self-employed with
    employees)
    No
    301 Since 2021 the Croatian Immigration legislation was changed and allowed ‘digital nomads’ who are working through
    digital platforms for businesses not established in Croatia to pay income tax in their country of residence.
    302 Self-occupied workers is a concept enshrined in social security law and referring to those who perform services as
    opposed to other self-employed who gain income through other means such as renting of accommodation or through
    investments.
    103
    with employees
    -Special regime
    for domestic
    services303
    -Non-
    professional
    income
    -Employees
    (including
    temporary
    agency work)
    Poland -Civil law
    contracts
    (contract of
    mandate or
    contract for
    specific task)
    -Self-employed
    -Self-employed No
    Portugal -Self-employed
    -Employee
    (minority)
    -Self-employed No
    Romania -Self-employed
    (including
    certified
    authorized
    private persons,
    individual
    undertakings and
    family
    undertakings)
    -Liberal
    professions
    -Employee
    Self-employed No
    Sweden -Self-employed
    with a Business
    Tax Certificate
    (a sole trader or a
    company)
    -Private persons
    performing
    occasional work
    -Private persons
    ‘employed’ by
    umbrella
    organisations304
    -Employee
    -Self-employed with a
    Business Tax Certificate (a
    sole trader or a company)
    -Private persons performing
    occasional work
    -Private persons ‘employed’
    by umbrella organisations
    No (but system of occasional work and
    practice of umbrella organisations)
    Slovia -Self-employed
    -Civil contract
    -Self-employed
    -Work from home (which
    Yes: economically dependent persons are
    self-employed who earn at least 80% of
    303 Under the regime ‘concerning personal services provided at home’ individuals can be employed by the client for a
    maximum number of three days per week while the income is exempted from some income taxation and from employer’s
    social contributions and the worker is not falling under the scope of the social insurance schemes for employees.
    304 Umbrella organizations act as a sort of intermediary and pay the taxes and social contributions for the individual workers
    who are receiving a wage, while the umbrella organization charges a commission and issues invoices to the clients.
    104
    for services
    -Student
    -Employee
    includes telework) agreements their annual income from one single
    contracting partners305
    Slovakia -Self-employed
    -Civil law
    contracts
    -Work
    performance
    agreements,
    agreement of
    work activity or
    student
    agreements306
    -Employee
    (minority)
    -Undeclared
    work common
    (for personal and
    household
    services, e.g.
    care services and
    cleaning)
    -Self-employed No
    305 Economically dependent persons enjoy protection against unfair dismissal, minimum notification periods for dismissals,
    protection of their income in return of their services, which should be comparable to the wages that are paid to employees on
    the basis of the collective agreements, and limited liability for damages.
    306 Work performed outside of regular employment
    105
    Annex III: Examples of policy developments in Member States regarding platform
    work
    Type of policy
    development
    Year,
    month
    Description
    AUSTRIA
    Collective
    agreements and other
    forms of worker
    organization
    2018
    October
    The Transnational Federation of Couriers was founded, representing
    people working through platforms across Europe. Its aim is to
    improve the working conditions of workers in the platform economy.
    Collective
    agreements and other
    forms of worker
    organization
    2020
    January
    Social partners agreed on the first collective agreement for bicycle
    couriers who have an employment contract with a traditional
    company and those who have an employment contract with a
    platform. With the agreement now they must receive a monthly gross
    wage of EUR 1,506, additional holiday and Christmas remunerations,
    the customary additional 13th and 14th months’ pay, the option to
    work only four days a week, and an additional compensation of EUR
    0.14 per kilometer when couriers use their own bicycle.307
    Those who
    work as independent contractors, are not eligible for the conditions
    under this collective agreement.
    Collective
    agreements and other
    forms of worker
    organization
    2021
    January
    Social partners agreed on the collective agreement for all drivers in
    passenger transport who have an employment contract with any
    traditional company and those who have an employment contract
    with a platform. With the agreement now they must receive a
    monthly gross wage between EUR 1.604,10 and EUR 2.756,70,
    depending on working experience and occupation group. In addition,
    employed drivers are entitled to holiday and Christmas allowances,
    each amounting to one gross monthly salary. The agreement regulates
    employed drivers’ working time, including the weekly maximum of
    40 hours, resting periods and additionally regulates overtime and
    work on weekends and holidays.308
    Those who work as independent
    contractors, are not eligible for the conditions under this collective
    agreement.
    BELGIUM
    Legislation 2018-2020 Legislated the Act of a tax threshold of EUR 6,130 per year, under
    which employees can have an additional income from digital
    platforms, from work for non-commercial associations, and from
    small non-professional jobs for other citizens. For this additional
    income, there are no income taxes or social security contributions
    required. The Constitutional Court overturned this tax scheme and it
    was abolished in the end of 2020 and since 2021 the services
    provided through recognized electronic platforms will be taxed at a
    tax rate of 20%.309
    BULGARIA
    Legislation In Bulgaria, a third category of workers exists under the concept of
    307 Digital Platform Observatory (2020). Austrian collective agreement for couriers. Retrieved from:
    https://digitalplatformobservatory.org/initiative/austrian-collective-agreement-for-couriers/
    308 Austria. Collective Agreement Passenger Transportation. Available at:
    https://www.kollektivvertrag.at/kv/personenbefoerderungsgewerbe-mit-pkw-taxi-arb
    309 Maertens, P. (2020). Circular letter on the taxation regime of the collaborative economy: Impact of the decision of the
    Constitutional Court. Retrieved from: https://news.pwc.be/circular-letter-on-the-taxation-regime-of-the-collaborative-
    economy-impact-of-the-decision-of-the-constitutional-court/
    106
    ‘contractors’ and they fall under the scope of general social insurance
    legislation, as employees and self-employed. Bulgarian labour law
    also stipulates that if a contract with an independent service provider
    conceals an actual employment relationship, the contract will be
    classified as an employment relationship with all legal consequences
    for the parties in this regard.310
    No court cases have yet been raised to
    reclassify people working through platforms.
    Labour Inspectorate
    and other
    administrators
    2015 The Commission for the Protection of Competition (CPC) in Bulgaria
    after investigations into Uber, prompted by protest led by trade
    unions and local taxi services, declared that the platform has been
    engaging in unfair competition. CPC fined Uber for such activity for
    EUR 25,532 and an additional EUR 25,532 for failing to provide
    information requested during the investigation.311
    The fines came
    together with a ban on Uber’s operations in Bulgaria and the ban was
    confirmed by the Supreme Administrative Court.312
    CROATIA
    Legislation Croatia is one of the countries with a subcategory for employment
    status, which applies to people working through platforms who can
    work under a ‘contract for services’. In this case, they are not
    considered self-employed and pay pension contributions at half the
    rate set for self-employed workers.313
    CZECH REPUBLIC
    Legislation 2017 May After considering the challenges brought by digital platforms the
    government developed a National Action Plan (Work 4.0). It has 4
    priorities: Regulation of impact of technological changes on demand
    on labour force and employment; Support of further specialised
    education; Adjustment of labour market within the context of
    technological changes; Regulation of impact of technological
    changes on selected social aspects.314
    The last priority includes
    revising the Labour Code to improve OSH and working conditions
    for those working from home and also to address the mental and
    physical health elements in platform work. The action plan has been
    approved by the Government.315
    Labour Inspectorate
    and other
    administrators
    2018 A memorandum between government and Uber was signed,
    representing the key initiative related to digital labour platforms. It
    commits the company to apply the rules governing the taxi sector and
    includes a data sharing provisions for the tax collection purposes. The
    authorities, including those in charge of labour inspection, apparently
    accept that the company operates on the basis of self-employment.316
    310 Kabatliyska, V. & Todorova, M. (2020). Employment and employee benefits in Bulgaria: Overview. Practicallaw.
    Thomsonreuters. Retrieved from: https://uk.practicallaw.thomsonreuters.com/8-503-
    3652?__lrTS=20171205150500174&amp;transitionType=Default&amp;contextData=%28sc.Default%29&amp;firstPage=tr
    ue
    311 Markova, E. (2016). Bulgaria: Supreme Court shuts down smartphone car service Uber. Eurofound. Retrieved from:
    https://www.eurofound.europa.eu/publications/article/2016/bulgaria-supreme-court-shuts-down-smartphone-car-service-uber
    312 Markova, E. (2016).
    313 Eurofound (2018). Platform work: Employment status, employment rights and social protection. Retrieved from:
    https://www.eurofound.europa.eu/mk/data/platform-economy/dossiers/employment-status
    314 Garben, S. (2017). Protecting Workers in the Online Platform Economy: An overview of regulatory and policy
    developments in the EU. Publications Office of the European Union. Retrieved from:
    https://osha.europa.eu/en/publications/protecting-workers-online-platform-economy-overview-regulatory-and-policy-
    developments, 70
    315 Ibid.
    316 Drahokoupil, Jan (2021). European Centre of Expertise (ECE) in the field of labour law, employment and labour market
    policies: Czechia. Luxembourg: Publications Office of the European Union, 2021.
    107
    DENMARK
    Legislation 2017
    October
    The Danish government set out 22 proposals concerning taxation in
    the sharing economy, working conditions, and rules and
    responsibilities for workers, clients, and platforms.317
    The
    government aims to set up an online portal for specific information
    provided by the authorities regarding platforms. It is planned to have
    online reporting of revenue in order to lower taxes on income
    generated through providing accommodation or transportation via
    platforms. Proposals also include taking measures against grey areas
    existing in legislation and focus on expanding the knowledge base for
    people working through platforms regarding unemployment
    insurance funds and job centres on the rules for unemployment
    benefits.318
    Legislation 2018 May The strategy set out in 2017 translated into a political agreement
    between the government and social democrats on better conditions
    for growth in the platform economy. The agreement led to the
    establishment of the Council for Sharing Economy dedicated for
    social dialogue with the social partners and the industry, which will
    advise the Minister of Business on developments in the sharing and
    platform economy.319
    Legislation 2018 July A new unemployment insurance scheme came into force, whereby
    rights are accrued depending on activities rather than on contractual
    arrangement. This makes Denmark one of the countries in which the
    government tried to decouple welfare protection from the
    employment relationship after the rise of atypical forms of
    employment.
    Collective
    agreements and other
    forms of worker
    organization
    2018 The Voocali accession agreement negotiated in 2018.320
    Voocali.com
    is an interpretation platform company which offers interpretation
    services to public and private entities.321
    The agreement entails that
    interpreters, who are employees, are provided with all the rights of
    the Sectoral Collective Agreement for White Collar Workers in
    Trade, Knowledge and Service.
    The parties also agreed to conclude a special collective agreement for
    freelance interpreters at Voocali. The agreement entails that freelance
    interpreters receive a guaranteed fee agreed to in the collective
    agreement with HK Privat, transportation compensation, a no-show
    fee in event of cancellation, a requirement of objective reasons for
    being excluded from the platform, registration of taxes for freelancers
    without a Business Registration Number, no restrictions with regards
    to carrying out assignments outside of Voocali.com, and data
    portability to take their user ratings with them.
    Collective 2018 Collective agreement between the trade union 3F and platform for
    317 See summary at: https://www.linkedin.com/pulse/danish-governments-sharing-economy-strategy-english-michael-bugaj/
    318 Eurofound. (2020). Platform economy initiatives. Retrieved from: https://www.eurofound.europa.eu/data/platform-
    economy/initiatives#industrialaction
    319 OECD. (2019). Policy Responses to New Forms of Work. Retrieved from: https://www.oecd-ilibrary.org/social-issues-
    migration-health/policy-responses-to-new-forms-of-work_0763f1b7-en
    320 The accession agreement is available in Danish at: https://www.hk.dk/-/media/dokumenter/raad-og-stoette-v2/freel
    ancer/erklringvoocalihkprivatendelig.pdf?la=da&hash=F220F50F58285F3F4681F9
    AE6A81E2E716EF953C. Accessed 28 July 2020.
    321 Munkholm (2021), Collective Agreements and Social Security Protection for Non-Standard Workers and Particularly for
    Platform Workers: The Danish Experience, Chapter 7, Ulrich Becker, Olga Chesalina (Ed.) Social Law 4.0, New
    Approaches for Ensuring and Financing Social Security in the Digital Age, 1. Edition, p. 194. Available at:
    https://doi.org/10.5771/9783748912002-171
    108
    agreements and other
    forms of worker
    organization
    signed in
    April,
    entered into
    force in
    August.
    cleaning services Hilfr.dk. The agreement ensured employee status
    for the workers, the minimum hourly rate (EUR 19) and set a welfare
    supplement (EUR 3) which the worker uses for sickness, retirement,
    holidays etc.322
    The company committed to making these workers
    employees and bearing their financial risk for their work. The
    agreement also stipulates the need for the platform to report income
    to the tax authorities.323
    In 2019, the parties began evaluating the
    agreement and renegotiations are still in place.
    Legislation 2020
    September
    The Danish government put forward a legislative proposal wishing
    inter alia to reaffirm the incentive to become self-employed and to
    improve the pay compensation – beyond maternity and parental
    benefits – during maternity and parental leave. The proposal is
    thought to ensure that self-employed (including people working
    through platforms) would have equal access to social protection
    related to childbirth and care (as workers who are classified as
    employed do). Moreover, it guarantees that self-employed would also
    be entitled to compensation from the equalisation scheme. Therefore,
    people working through platforms would have greater financial
    security to, for example, cover the fixed expenses of their business
    while on maternity and parental leave. The proposal is not yet
    adopted.
    Legislation 2020 May Statutory consolidated act no. 674 of 25 May 2020 on the working
    environment. The responsibility of monitoring daily and weekly rest
    periods of people working through platforms in Denmark lies with
    the employer, and the Danish Working Environment Authority
    supervises their compliance. The authority can fine employers for not
    fulfilling their obligations according to the Working Environment
    Act.324
    However, if the platform worker is self-employed, the
    requirements concerning daily and weekly rest periods must be
    fulfilled by the platform worker, if the platform worker is employed
    by the platform, the platform has the obligation to ensure that the
    platform worker is granted the required rest periods.
    Labour inspectorate
    and other
    administrators
    2020
    August
    In August 2020, the Danish Competition and Consumer Authority
    (‘DCCA’) argued that, from a competition law point of view, fixed
    prices among the self-employed on the Hilfr platform were perceived
    to create a ‘price floor’ harming the open price competition. The
    review concerning Hilfr was critical, since the platform utilised the
    unprecedented approach of leaving the choice of employment status
    to the worker. Hilfr had stipulated a minimum hourly fee for the
    services of both types of providers and had advertised the minimum
    fee for the self-employed workers on the platform, whilst the
    minimum fee for the employed was stated in the collective agreement
    with the trade union 3F. The DCCA assessed that both types of
    providers were in fact undertakings, which meant that those classified
    as employed, most likely, did not have the status of employees of
    Hilfr from a competition law point of view.325
    322 Lsøe, A. & Jesnes, K. (2020). Platform work in the Nordic models. Chapter 5. Collective agreements for platforms and
    workers – two cases from the Nordic countries. Retrieved from: https://pub.norden.org/temanord2020-513/#25169
    323 Eurofound. (2020). Platform economy initiatives. Retrieved from: https://www.eurofound.europa.eu/data/platform-
    economy/initiatives#industrialaction
    324 Statutory consolidated act no. 674 of 25 May 2020 on the working environment.
    325 A resume of the decision is available in English here: https://www.en.kfst.dk/nyheder/kfst/english/decisions/20200826-
    commitment-decision-on-the-use-of-a-minimum-hourly-fee-hilfr/
    109
    The assessment of the DCCA has nevertheless been criticised as a
    misguided ruling.326
    The case was subsequently settled by Hilfr
    committing to ensure that those classified as employed by the
    platform would be entitled to the same rights as employees in relation
    to competition law, which originally was the intention behind the
    conclusion of the collective agreement with 3F.327
    The DCCA has
    accepted those commitments as satisfactory.328
    Collective
    agreements and other
    forms of worker
    organization
    2021
    February
    In the beginning of 2021, the Danish trade union ‘3F’ and the
    employers’ organization ‘Dansk Erhverv’ reached a national sectoral
    agreement for food delivery services. The agreement is valid from
    2021 to 2023 and gives couriers who deliver takeaway meals a
    regulated wage, pension, maternity pay, holiday pay and sick pay.
    The food delivery platform Just Eat is the first to sign the agreement,
    which will take effect for all its couriers later on in the year329
    .
    ESTONIA
    Legislation 2015 The Estonian Tax and Customs Board asked Uber to establish an
    automatic earnings declaration system for drivers with people
    working through platforms can opt-in to share their earnings made on
    Uber directly with the tax office, automatically adding this to their
    tax return, simplifying the burden for the worker.330
    Legislation 2017
    November
    The Estonian Parliament amended the Public Transportation Act to
    regulate platform-based transportation services. The amendment
    requires no professional training from the platform worker, but the
    rideshare platforms are responsible for arranging the necessary
    instruction. Also as the price for a ride is calculated online, thus taxi
    workers on platforms are not required to have a taximeter. A
    taximeter is required only of taxis who provide services at a taxi
    stand or from the curb and must follow local price limits.331
    Legislation 2018 Simplified Business Income Taxation Act reduced the tax burden for
    part-time and self-employed. Not explicitly but the category included
    people working through platforms in transport, accommodation, and
    food delivery sectors. Annual income up to EUR 25,000 is taxed at a
    20% rate compared to the regular rate of approximately 50%.332
    FINLAND
    Legislation 2017-2019 The Act on Transport Services has been updated with new provisions
    since 2017. The new additions have included preconditions for
    digitalisation and new business concepts in transport, and promoting
    competition. Its key aim is provision of customer-oriented transport
    services, as it removed taxi permit caps, introduce fare restrictions.
    Legislation 2019 The Finnish government has initiated a family leave reform, to
    326 Stefano, Valerio and Nicola Countouris, ‘Collective-bargaining rights for platform workers’, Social Europe, 6 October
    2020. Available at: https://www.socialeurope.eu/collective-bargaining-rights-for-platform-workers
    327 As part of its commitment, Hilfr sought to ensure that there is legal subordination between Freelance Hilfrs and the Super
    Hilfrs, and that Hilfr will bear the financial risk for Super Hilfr’s cleaning work through the platform.
    328 Ilsøe, Anna et al., ‘Hilfr-aftalen – et nybrud i det danske aftalesystem’, FAOS/WELMA Analysis, 2020, p. 11. Available
    at: https://faos.ku.dk/pdf/Hilfr-aftalen___et_nybrud_i_det_danske_overenskomstsystem.pdf
    329 Fagbladet 3F (2021) Groundbreaking agreement: Danes can now order takeaways with a clean conscience. Available
    online.
    330 Senat.fr. (n.d.). Taxation and the collaborative economy: The need for a fair, simple and unified regime. Retrieved from:
    http://www2.senat.fr/rap/r16-481-2/r16-481-225.html
    331 Eurofound. (2020). Platform economy initiatives. Retrieved from: https://www.eurofound.europa.eu/data/platform-
    economy/initiatives#industrialaction
    332 Eurofound. (2020). Platform economy initiatives. Retrieved from: https://www.eurofound.europa.eu/data/platform-
    economy/initiatives#industrialaction
    110
    increase the duration of paid family leave in a way that gives mothers
    and fathers an equal quota of months.333
    The Federation of Finnish
    Entrepreneurs in the tripartite working group334
    is negotiating the
    reform has highlighted how the rigidities of the existing family leave
    system are challenging for people working as entrepreneurs and self-
    employed people working through platforms who might not be able
    to take the long leaves from paid work.335
    Labour Inspectorate
    and other
    administrators
    2020 Platform work is explicitly included in the Government Strategy for
    Tackling the Grey Economy and Economic Crime (2020-2023). In
    line with the Government Programme, the strategy aims at reviewing
    and clarifying the employment contracts act as well as the application
    practices of different authorities concerning light entrepreneurship
    and new forms of work The strategy aims to improve the access of
    Tax authorities to financial information of companies, especially
    expanding the obligation of digital platform economy actors to
    provide information. The purpose of the efforts to combat undeclared
    work is to improve working conditions, promote labour market
    integration and facilitate social inclusion.
    Actions taken by
    labour inspectorates
    and other
    administrators
    2020
    October336
    A decision by the Labour Council337
    shed some light on the status of
    people working through platforms, it concluded that food couriers
    may be regarded as employees. The Labour Council came to a
    conclusion, which disclosed that algorithmic distribution of gigs
    (which is based on worker ratings and execution of delivery)
    corresponds to work performed under the employer's direction and
    supervision. In other words, the Labour Council perceived that the
    Finnish company and the app information on couriers’ execution of
    tasks make it possible for the company to supervise couriers in a
    rather detailed manner. Although the Council’s statements are not
    legally binding, they are considered as having societal importance
    because the Council consists of legal experts.338
    Further, it was the
    first time an authority evaluated the employment status of people
    working through platforms.
    Collective
    agreements and other
    forms of worker
    organization
    2018 Establishment of Justice4Couriers - a campaign by the Finish
    working on delivery platforms to improve the working conditions of
    couriers and drivers. The campaign demands repeal to pay cuts,
    transparent shift allocations, and break spaces for couriers and
    drivers, equipment compensations and insurances against illness and
    333 Finnish Government ‘Inclusive and competent Finland – a socially, economically and ecologically sustainable society
    (2019). The government programme of Prime Minister Sanna Marin’s Government’. Retrieved from:
    https://valtioneuvosto.fi/en/marin/government-programme ; as well as discussions in the Finnish Parliament
    https://www.eduskunta.fi/FI/naineduskuntatoimii/kirjasto/aineistot/kotimainen_oikeus/LATI/Sivut/perhevapaauudistus.aspx
    334 Ministry of health and social affairs (2020). Family leave reform aims at encouraging both parents to take family leave.
    Retrieved from: https://stm.fi/en/reform-aims-to-encourage-both-parents-to-take-family-leave
    335 Interview with the Lawyer of the The Finnish Confederation of Professionals (STTK) 16 November 2020.
    336 Labour Council (2020). Statement on the application of the Working Hours Act on food couriers working through
    Company X. Helsinki: Labour Council. Retrieved from: https://tem.fi/documents/1410877/2191939/TN+1482-
    20.pdf/5334691d-7ebc-3a5c-443de79ba7578ccc/TN+1482-20.pdf?t=1602756083049
    337 The Labour Council is a tripartite body that operates under the Ministry of Economic Affairs and Employment.
    338 There is no immediate government response to this as the government’s programme made in 2019 already states the aim
    of revising the Employment Contract Act. It was the regional work inspection authority that made the appeal to the Labour
    council to evaluate the labour market status pf platform workers. The Labour council statement is based on the interpretation
    of the current law.
    111
    accidents, and the possibility of an employment contract. The main
    targets of the campaign are Foodora and Wolt.339
    FRANCE
    Legislation 2016
    August and
    2018
    January
    Law 2016-1088 legally defined ‘electronic platforms’ by extending
    rights to platforms workers, such as the right to create and join a
    union, organize and join a strike. It granted rights to people working
    through platforms on labour, modernisation of social dialogue and
    guarantees for securing of professional careers.340
    In January 2018 it was updated that if the worker earns more than
    13% of the annual social security ceiling (EUR 5 100) per year
    through the platform, the platform must cover worker’s insurance
    against occupational accident or illness and cover professional
    training or ‘validation of academic credit’ (also recognizing prior
    learning) of those workers, and provide a training indemnity.341
    Legislation 2018
    October
    2019
    French Law no. 2018-898 introduced a tax code for platforms.
    Platforms must provide their tax obligations to users and a link to the
    tax office’s website to their users.
    2016 amendment to the Finance Act stipulates that from 2019 all
    online platforms (whether based in France or abroad and regardless
    of area of business) would be obliged to send directly the earnings of
    their workers to the tax authorities.342
    Legislation 2019 The Bill on Transport Mobility (Loi LOM) was aimed to improve
    social rights and working conditions of people working through
    platforms in the transportation sector. Platforms can voluntarily
    establish a social responsibility charter with guarantees to people
    working through platforms such as: freedom of activity, decent
    income for each task, improved working conditions, transparency,
    prohibition of exclusivity clause and unilateral breaking of contract
    without compensation, and provide opportunities for career
    development and training. The charter must be approved by the
    French administration for it to have a biding legal character.343
    Legislation 2018-2020 A major reform to social protection is being implemented between
    2018 and 2020. It brings coverage of the self-employed under the
    general social protection scheme, limiting the administrative changes
    required if a person moves between employment and self-
    employment. One of the main aims is to ensure continued social
    security coverage throughout peoples’ careers. Other efforts to
    simplify payment and filing procedures were also announced, such as
    unifying social and tax declarations for the self-employed from 2020.
    Actions taken by
    platforms
    2017-2018 Law in 2016 which introduced the principle of social responsibility
    for platforms encouraged many platforms to partner with insurance
    companies to offer insurance policies for accident and liability
    protection. Uber announced a partnership with AXA in July 2017,
    and in May 2018 it declared that it was expanding the partnership on
    339 Eurofound. (2020). Platform economy initiatives. Retrieved from: https://www.eurofound.europa.eu/data/platform-
    economy/initiatives#industrialaction
    340 Eurofound. (2020). Platform economy initiatives. Retrieved from: https://www.eurofound.europa.eu/data/platform-
    economy/initiatives#industrialaction
    341 Eurofound. (2020). Platform economy initiatives. Retrieved from: https://www.eurofound.europa.eu/data/platform-
    economy/initiatives#industrialaction
    342 OECD. (2019). Policy Responses to New Forms of Work.
    343 Eurofound. (2020). Platform economy initiatives. Retrieved from: https://www.eurofound.europa.eu/data/platform-
    economy/initiatives#industrialaction
    112
    a European scale. Deliveroo also entered into a partnership with
    AXA in March 2017.344
    Actions taken by
    platforms
    2019-2020 Deliveroo France proposed to bear the expense of medical
    teleconsultation and to compensate a 25-euro fee for the purchase of
    protective equipment for its riders. However, this means the company
    passes on the responsibility to purchase such protective equipment to
    the worker.
    Deliveroo promised to pay a lump sum of EUR 230 for 14 days of
    sick leave for these riders who contracted COVID-19.345
    However,
    only workers who have made EUR 130/weekly during the last 4
    weeks are eligible for this compensation.
    Such platform-led initiatives were motivated by the pressure put by
    CGT Uber Eats/Deliveroo Lyon trade union on the companies
    through strikes and campaigns throughout 2019 and 2020.
    GERMANY
    Collective
    Agreement
    2017 German Crowsdsourcing Association, several platforms and
    metalworkers’ union (IG Metall) established a join Ombuds Office
    dedicated to resolving disputes and issues between people working
    through platforms, customers, and platforms (those who have signed
    the Crowdsourcing Code of Conduct).346
    Collective
    Agreement
    April 2018 An agreement establishing an SE Works Council in Delivery Hero
    (which owns Foodora) was signed in Berlin with the German Food,
    Beverages and Catering Union, the Italian Federation of Workers of
    Commerce, Hotels, Canteens and Services, and the European
    EFFAT, (European Federation of Food, Agriculture and Tourism).
    The agreement specifies that each country in which the company is
    active must have at least one employee representative in the
    'European Company' (SE) works council and the council must be
    provided with detailed information about the company’s strategies
    which might impact the work organization and employee’s interests.
    The agreement specifies that employee representatives can participate
    in the supervisory board, where they should be represented in equal
    numbers to the stakeholders and will hold the same voting rights.
    This agreement applies in Austria, Finland, France, Germany, Italy,
    Netherlands, Norway, and Sweden.
    Actions taken by
    platforms
    March
    2017
    Eight Germany-based platforms signed a Code of Conduct in which
    they agree to include local wage standards as a factor in setting prices
    on their platforms. First initiated by the Munich-based software
    testing platform Testbirds, it was officially supported by the German
    Crowdsourcing Association.347
    GREECE
    Legislation 2017 There are no specific legal provisions aimed at preventing bogus self-
    employment (prevalent among people working through platforms) in
    Greece. However, the Greek government has implemented reforms
    aimed at improving the regulation of dependent self-employment.
    Reforms for Laws No. 3144/2003, 3846/2010, and 4387/2016 have
    344 Don;t Gig Up! (2020). Final Report. Retrieved from: http://www.dontgigup.eu/wp-content/uploads/2020/04/Final-Report-
    3.pdf, 14
    345 The European Trade Union Confederation. (2020). Red card for platform abuses in the Covid-19 crisis. etuc.org.
    Retrieved from: https://www.etuc.org/en/document/red-card-platform-abuses-covid-19-crisis
    346 Eurofound. (2020). Platform economy initiatives. Retrieved from: https://www.eurofound.europa.eu/data/platform-
    economy/initiatives#industrialaction
    347 Garben, S. (2017), 69.
    113
    clarified employment status and with the 2017 legislation employees
    and the self-employed will be covered by common rules for
    contribution requirements (a single rate of 20%) and benefits.348
    If a
    dependent self-employed worker has no more than two clients per
    year, social insurance contributions will be paid as if they were an
    employee.349
    Legislation 2018 Adopted legislation aiming to prevent the presence of ride-sharing
    apps and obliging to conclude three-year contracts with taxi owners.
    The legislation introduces heavy fines for licensed taxi drivers, as
    well as for private vehicle owners, who fail to abide by the rules.350
    Legislation
    (proposal)
    2021 Currently a new law is under preparation regarding labour relations
    that will introduce measures for people working through platforms.
    With this law, two ways of collaboration for those providing their
    services through platforms will be recognized: dependent
    employment contracts or independent services/work contracts. Legal
    criteria will be provided for the correct classification of the workers.
    Most importantly, the providers of independent services would
    acquire similar rights to those of employees; it provides for natural
    persons associated with these platforms with trade union rights, rights
    to establish a trade union organization, negotiate and draft collective
    agreements and go on strike. In that way, the rights of workers on
    platforms would be protected, regardless of the type of contract that
    they are connected with the platform.
    HUNGARY
    Legislation 2017 In response to development of the digital economy and its effect on
    the labour market skills, the Hungarian Government removed some
    restrictions towards short courses (under 30 hours) in order to have a
    more flexible approach towards such learning.
    ITALY
    Legislation 2017 Italy’s ‘collaboratori’ category was created with the purpose of
    improving access to social protection for those in between
    independent contractor and employee status. Unemployment benefit
    for ‘collaboratori’ was established in 2017, along with new
    protections (for both ‘collaboratori’ and freelance professionals) in
    case of ‘maternity, illness or accident, including the possibility to
    postpone/suspend or find a suitable replacement for an activity for a
    client, subject to agreement with them’.351
    Legislation 2018 July The first office in Italy for understanding the issues and providing
    information for workers of food delivery platforms was inaugurated
    in Milan. The office also provides free training courses on road
    safety, safety at work, and basic sanitary rules for food transport.
    Legislation 2019 April Following two court cases, Region Lazio promoted the first
    348 Heyes, J., & Hastings, T. (2017). The Practices of Enforcement Bodies in Detecting and Preventing Bogus Self-
    Employment. ec.europa.eu. Retrieved from: http://ec.europa.eu/social/BlobServlet?docId=17971&langId=en, 18
    349 Social insurance contributions would be paid in a matter where one-third is paid by the ‘self-employed’ person and two-
    thirds by the employer.
    350 De Groen, W., Kilhoffer, Z., Lenaerts, K., Smits, I., Hauben, H., Waeyaert, W., Robin-Olivier, S. (2019). Study to gather
    evidence on the working conditions of platform workers. Retrieved from:
    https://ec.europa.eu/social/main.jsp?catId=738&langId=en&pubId=8280, 103
    351 OECD (2019). Policy Responses to New Forms of Work. OECD Publishing, Paris. Retrieved from:
    https://www.oecd.org/g20/summits/osaka/g20-policy-responses-to-new-forms-of-work-OECD-2ndEWG%20meeting.pdf, 7
    114
    (regional) legislative provisions in Italy concerning ‘protection and safety of
    digital workers’.352
    The Regional Law does not define the specific
    contractual status applicable to ‘riders’, but aimed at introducing
    rules for protection and safety of people working through
    platforms.353
    The law established obligations to platforms concerning
    safe working conditions and maternity and paternity leave.354
    Legislation 2019
    November
    The Italian Parliament converted a decree into a law which
    introduced a special regime for gig workers with provisions for social
    protection of self-employed people working on delivery platforms.
    The reform aimed to ensure equality of working conditions for self-
    employed and in permanent employment. With the new law,
    according to Eurofound:355
     The platform must provide to the worker a written
    employment contract containing all relevant information for
    working conditions and safety and health;
     Social partners can define wages via collective bargaining,
    taking into account the platform model of delivery activities
    and working conditions;
     In absence of collective bargaining in place for a platform,
    the wage cannot solely consist of a remuneration per
    delivery. It must have a fixed minimum wage, based on
    minimum wage levels established in comparable sectors by
    collective bargaining at national level;
     The collective bargaining agreement must also contain
    clauses to remunerate night work, weekend and holiday
    work, and work during unfavourable weather conditions,
    which must be at least 10% higher than the standard pay;
     Workers are protected by anti-discrimination legislation;
     The platform cannot exclude workers or reduce their work
    opportunities as consequence of non-acceptance of delivery
    proposals sent by the platform;
     Personal data must be protected;
     Self-employed workers have guaranteed access to a social
    protection package, including a daily indemnity for illness,
    hospital stay, and a guarantee of maternity and parental leave.
    The Law came into force November 2020.
    Collective Action 2018 May In Bologna a ‘Charter of fundamental digital workers’ rights within
    an urban setting’ was signed by the city’s mayor, 4 labour unions and
    by two food delivery platforms (Sgnam and MyMenu). The Charter
    sets out to ensure a minimal wage for people working through
    352 L&E Global. (2019). Italy: First legislative provisions regarding "riders" of the "gig economy" arrive from Region Lazio.
    Retrieved from: https://knowledge.leglobal.org/italy-first-legislative-provisions-regarding-riders-of-the-gig-economy-arrive-
    from-region-lazio/
    353 Ibid.
    354 Obligations are specified as follows: ‘a specific obligation to train the ‘digital worker’ in matters of health and safety at
    work, in particular, on ‘risks and damages deriving from the exercise of service activities and on prevention and protection
    procedures’; the duty to guarantee adequate ‘protection devices’ in compliance with the regulations on health and safety at
    work, as well as to provide for the ‘maintenance costs’ of the equipment and tools used for the service activity by ‘digital
    workers’; the duty to implement an insurance in favor of the ‘digital worker’ against accidents at work and occupational
    diseases, for damages caused to third parties during the performance of the service activity, as well as for the protection of
    maternity and paternity and guarantees for remuneration, mandatory ‘preventive and exhaustive information’ to be provided
    to the ‘digital worker’. Available at: https://knowledge.leglobal.org/italy-first-legislative-provisions-regarding-riders-of-the-
    gig-economy-arrive-from-region-lazio/
    355 Eurofound. (2020)
    115
    platforms which is at least equal to workers in a similar sector,
    ensures compensation for holidays, bad weather, overtime, bicycle
    maintenance, and gives insurance for accidents during work time.
    The Charter also guarantees the freedom of association and the right
    to strike.356
    Collective Action 2020
    September
    A collective agreement between Assodelivery, the employer
    organisation representing the majority of the platforms in the delivery
    sector, and UGL, a small Italian trade union, aimed at providing a
    regulation of ‘employer-organised work’, in compliance with the
    specific regulation of delivery and avoiding the application of
    statutory provisions set in the 2015-2019 reforms (for those self-
    employed in the delivery sector). The agreement, which specifies that
    riders are self-employed workers, has been contested by both the
    three major Italian trade union confederations (CGIL, CISL and UIL)
    and the Minister of Labour (Circolare no. 17 of 19 November 2020).
    The agreement introduced piece-rate remuneration for workers
    (which was contested) and had provisions on working time, access to
    training, tools and equipment, on predictability and transparency and
    health and safety of workers.
    Labour Inspectorate
    or other
    administrators
    2021
    March
    Assodelivery and the three main Italian confederations CGIL, CISL,
    UIL and UGL have stipulated at a national level a new experimental
    protocol promoted by the Ministry of Labour. This agreement is
    aimed at detecting and sanctioning illegal labour intermediation and
    labour exploitation in the food delivery sector (Article 603-bis of the
    Criminal Code). In an earlier protocol the platforms took the duty to
    implement an organizational and management model pursuant to
    Legislative Decree no. 231/2001 and to avoid the use of external
    companies to supply the requests of delivery to persons that are not
    directly engaged by the platform. Moreover, the protocol establishes
    an Observatory (‘Organismo di garanzia’) to monitor the conditions
    of the sector.
    Actions by platforms 2021
    February
    Uber Eats introduced a protocol to protect the health and safety of its
    food delivery riders in Italy, with the provision of free helmets and
    other safety devices, the supply of anti-Covid-19 protective
    equipment and free training courses.
    LATVIA
    Legislation 2018 The Latvian government approved regulations for providing
    passenger transport services, including via platforms. The rules
    require providers of these services to register for a special permit.
    LITHUANIA
    Legislation 2017 Changes since 2017 have provided additional social protection to the
    self-employed, extending unemployment insurance, maternity
    benefits and sickness insurance to owners of sole proprietorships and
    members of business partnerships.
    Legislation 2017-2018 Created a new framework for ridesharing type services. This was
    accomplished through amendments to the Road Transport Code.357
    The reform came into force in March 2018, regulating platforms such
    as Uber and Taxify and set an example of ridesharing law in Europe.
    LUXEMBOURG
    Legislation 2016 Luxembourg’s Third Industrial Revolution Strategy deals broadly
    356 Eurofound. (2020). Platform economy initiatives. Retrieved from: https://www.eurofound.europa.eu/data/platform-
    economy/initiatives#industrialaction
    357 De Groen et al. (2019), 103
    116
    with changes in the ‘world of work’ in the digital age, which includes
    the possibility of new platform work regulation. Including strategies
    to clarify employment status for people working through platforms,
    ensure social protection, and expand educational re-skilling and up-
    skilling for workers in a digitalized and automated work
    environment.358
    MALTA
    Legislation Maltese law protects self-employed workers who are in practice
    equivalent to employees, as the ‘Employment Status National
    Standard Order’, stipulates that if an employment relationship fulfils
    five of the eight criteria listed in the order359
    (e.g. depending on one
    person for 75% of the income in one year or using tools provided by
    the employer), then such an 'employment relationship' shall be
    deemed to be an 'employment' at law.360
    NETHERLANDS
    Legislation 2020
    January
    The Committee on the Regulation of Work (Borstlap Committee) in
    the Netherlands has advised the government that ‘everything must
    focus on reducing the difference between employees, self-employed
    and flex workers’361
    this indicated some development in legal
    provisions concerning platform work. For now no clear steps have
    been taken as the government applies existing regulations to online
    platform work, which entails a case-by-case determination.
    Collective agreement 2018 The platform Temper (matches supply and demand in the hospitality
    sector) and a Dutch trade union (FNV) signed a cooperation pact
    which provides self-employed Temper workers with training,
    pensions, and insurance for one year. Later in the year the pact was
    extended including the removal of a fee workers paid for the platform
    and more training opportunities.362
    Actions taken by
    platforms
    The platform Happy Helper which matches demand and supply for
    cleaning services started providing its workers with trainings to
    improve skills in services provided, interpersonal communication and
    digital skills necessary for using their platform.363
    Case Law 2020 July The ADCU, a trade union for people working through platforms in
    the gig economy (backing three UK drivers) and the IAATW
    (supporting a fourth driver in Lisbon) launched a legal action in the
    358 Rifkin J. et al (2016). The 3rd Industrial Revolution Strategy Study for the Grand Duchy of Luxembourg. IMS,
    Luxembourg. Retrieved from: https://www.troisiemerevolutionindustrielle.lu/wp-content/uploads/2016/11/TIR-Strategy-
    Study_Short.pdf, 130
    359 A courier could be eligible for a formal employment contract if they: 1) depend on the employer for at least 75% of their
    income over a one-year period 2) depend on the employer to determine what work needs to be done and where 3) perform
    the work using equipment, tools or equipment provided by employer 4) are subject to a minimum work period established by
    the employer 5) cannot sub-contract his work to others as a substitute for himself 6) are integrated in the structure of the
    production process, the work organisation or the company’s hierarchy 7) provide a core element in the organisation and
    pursuit of company objectives 8) carry out similar tasks to existing employees.
    360 Bugeja, T. (2018). Uber And The Platform Economy – A New Hybrid Form Of Employment? - Employment and HR -
    Malta. Mondaq. Retrieved from: https://www.mondaq.com/employment-litigation-tribunals/685100/uber-and-the-platform-
    economy-a-new-hybrid-form-of-employment
    361 Commissie Regulering van Werk (2020). In wat voor land willen wij werken? Naar een nieuw ontwerp voor de
    regulering van werk. Retrieved from: https://www.rijksoverheid.nl/documenten/rapporten/2020/01/23/rapport-in-wat-voor-
    land-willen-wij-werken, 23.
    362 Eurofound. (2020). Platform economy initiatives. Retrieved from: https://www.eurofound.europa.eu/data/platform-
    economy/initiatives#industrialaction
    363 Eurofound. (2020). Platform economy initiatives. Retrieved from: https://www.eurofound.europa.eu/data/platform-
    economy/initiatives#industrialaction
    117
    district court in Amsterdam over Uber's failure to respect the digital
    rights of drivers and couriers under the GDPR.364
    Uber has illegally
    blocked workers from accessing all of their personal data at work and
    failed to provide workers transparency to algorithmic management
    and control of drivers when requested to do so. This arose after Uber
    drivers were dismissed allegedly for fraudulent activity on Uber. The
    drivers denied the claims, however were not provided access to the
    evidence against them, nor allowed to challenge or appeal the
    decision to terminate. The unions claim they have evidence that Uber
    maintains secret driver and courier profiles which it uses to rate
    worker their performance with categories such as 'late arrival/missed
    ETA', 'negative attitude' or 'inappropriate behaviour'.365
    POLAND
    Legislation 2016 In a report by the Commission for the Codification of Labour Law
    established the need to elaborate the new individual and collective
    Labour code in order to adapt the labour law system to the current
    labour and economic conditions in the country – there is a reference
    to the legal status of platform work. However, there has been no
    legislative action regarding platform work since.
    PORTUGAL
    Legislation 2017 Changes to Law n.º 63/2013 and Law n.º 55/2017 provide workers
    with a speedier court decision recognising the existence of an
    employment relationship. In addition, employers may receive a pre-
    notification from the labour inspection authority to regularise a bogus
    self-employment relationship where one has been detected.
    Legislation 2018-2019 The government passed a law which only applies to the transport
    sector, obliges platforms to use ‘operators’ as intermediaries between
    the platform and the drivers. According to this law, individual drivers
    must be contracted by these intermediate operators instead of having
    a contract directly with the platforms. Thus introducing an
    employment contract between the driver and the operator, even if the
    contract constitutes a different relationship. The law introduces
    additional material provisions on working conditions (e.g. limited
    working hours). Furthermore, Uber drivers, as employees, are
    covered by general labour and social protection legislation.
    The law entered in to force in 2019.
    Other 2020
    January
    The Institute of Public Affairs has lobbied the Parliament to regulate
    the status of people working through platforms366
    who, at present, are
    classified as self-employed or employed under a civil law contract.367
    SLOVAKIA
    Legislation 2018 Adopted new tax legislation obliging platforms to provide data on
    earned income through personal transport services and
    accommodation services.368
    The regulation has entered into force.
    Legislation 2019 April Adopted legislation which introduced a wider definition for
    ‘dispatching services’ (Platforms are not considered taxi companies
    but dispatchers). The new legislation abolished several requirements
    364 ADCU.org. (2020). Uber Drivers Take Unprecedented International Legal Action to Demand Their Data. Retrieved from:
    https://www.adcu.org.uk/news-posts/uber-drivers-take-unprecedented-international-legal-action-to-demand-their-data
    365 App Drivers and Couriers Union. (2020). Help protect Uber drivers from unfair &amp; hidden algorithmic management.
    CrowdJustice. Retrieved from: https://www.crowdjustice.com/case/help-protect-uber-drivers-from/
    366 Interview with the Director of the Programme of Social Policy in the Institute of Public Affairs, 28 October 2020.
    367 Don't Gig Up! (2020), 12.
    368 De Groen, W. et al. (2019), 110.
    118
    that were previously applied to the taxi business, such as the
    requirements to prove financial reliability, to have a proficiency test
    or to have a taximeter at all times.369
    This new definition removed
    most of the requirements for platform drivers that previously were
    applied and forced Uber to stop its operations in the country.
    In force since April 2019.
    SLOVENIA
    Legislation 2020
    December
    Slovenian government adopted a proposal to amend the Road
    Transport Act370
    in December 2020. This Act establishes a new type
    of work, occasional ‘chauffeur service’ (for which a state license is
    now obligatory), the abolition of taximeters for taxi drivers, and that
    the regulation of taxi services which will be the responsibility of local
    communities. The government has legitimated this policy measure as
    an opportunity for new transport services, enabling business through
    advanced platforms, and more choice and lower prices for users.371
    Labour Inspectorate 2014-2017 The labour inspectorate, motivated by campaigns by ZSSS trade
    union, sanctioned GoOpti (transportation platform) for
    misclassification of the employment status (classified as self-
    employed rather than employees). Since 2015, following the
    sanctions, the platform subcontracts tasks to transport companies and
    still does not employ the drivers. The labour inspectorate’s check in
    2017 confirmed that some transport companies hire self-employed
    workers contrary to law.
    Collective action 2019 Cooperating with other Slovenian trade unions Mladi Plus (union
    representing students, pupils, unemployed youth and young
    precarious workers since 2011) prevented Uber from entering into the
    country through legal action. Platforms such as Wolt, which recently
    started operating in Slovenia, are employing people with special
    student work agreements or as self-employed workers, because of
    that Mladi Plus took initiatives against these platforms and fights for
    the recognition of couriers as employees.372
    SPAIN
    Legislation 2018 July The Spanish government put in place a ‘Strategic Plan for Decent
    Work 2018-2020’373
    to tackle bogus self-employment and abuses in
    temporary and part-time work among other issues. Two immediate
    action plans were launched to fight against fraud in temporary and
    part-time contracts.
    Legislation 2018
    December
    Through a reform extended social protection and social security
    contributions to almost all self-employed, aligning their social
    security scheme more closely to that of employees. It increased the
    social contributions for the self-employed which allows better access
    and conditions for unemployment, also ‘coverage for occupational
    risks (benefits relating to accidents at work or occupational diseases),
    enhanced benefits for temporary disability due to sickness, improved
    work-life balance and maternity protection’.374
    369 De Groen, W. et al. (2019), 103
    370 Road Transport Act. Available at: http://pisrs.si/Pis.web/pregledPredpisa?id=ZAKO4236 (Accessed 14 December 2020).
    371 Gole, Nejc, (2020). Na mizi je zakon, ki bi v Slovenijo pripeljal Uber'. Delo, 9.
    372 Eurofound. (2020). Platform economy initiatives. Retrieved from: https://www.eurofound.europa.eu/data/platform-
    economy/initiatives#industrialaction
    373 See more at:
    http://www.mites.gob.es/ficheros/ministerio/plandirector/National_Plan_for_decent_work._Executive_Summary_and_first_
    outcomes.pdf
    374 OECD (2019), 56
    119
    Legislation 2019
    December
    The Parliament of the Basque Country Region passed a non-binding
    resolution against the precarious work derived from the platform
    economy which promotes the regular work and the fight against the
    false independent contractors.375
    Legislation 2021
    May
    The Spanish government put in place the first legislation in Europe
    that explicitly regulates the status of delivery workers. The ‘Riders
    law’ requires digital labour platforms in delivery sector to classify
    their couriers as employees, rather than independent contractors. The
    law is also introducing the right of information on algorithms.
    According to the new provisions, companies must provide (i)
    algorithm parameters, and (ii) mathematical formula that have an
    impact on the employment relationship with workers.376
    Labour Inspectorate
    or other
    administrators
    2017 The labour inspectorate of the autonomous community of Valencia
    concluded in December 2017 that Deliveroo riders are employees and
    not self-employed as the platform claims. As a result, the platform
    was obliged to pay around EUR 161,000 in unpaid social security
    contributions.377
    Labour Inspectorate
    or other
    administrators
    2018-2020 Developed campaigns targeted at false self-employment in platform
    work as part of the Labour and Social Security Inspection Strategic
    Plan 2018- 2020, including developing a dedicated operative
    procedure, providing specialised training to inspectors and
    implementing regional pilot programmes.
    Labour Inspectorate
    or other
    administrators
    2019 The Labour inspectorates of Valencia and Madrid held that workers
    of Deliveroo and Glovo work in conditions of subordination to the
    platform, something that is not compatible with the purported self-
    employed status of riders.378
    Labour Inspectorate
    or other
    administrators
    2020
    October
    The Spanish labour inspectorate officially registered 4,066 Amazon
    Flex delivery workers who worked as self-employed (which is
    considered fraud due to pushing workers into bogus self-
    employment). The ruling requires Amazon to pay over EUR 6
    million to cover Social Security contributions as the workers have
    been illegally classified as freelancers.379
    Collective
    agreements
    September
    2018
    The Workers General Union (UGT) signed a manifesto of intentions
    with the employer organisation of car rental companies with drivers
    (VTC), including Cabify (a platform operating in Spain and in 10
    other countries). The agreement aimed at ensuring safe working
    conditions for all drivers and pushing all platforms, including Uber,
    to join. The agreement was proof of shared intentions, but it did not
    set any concrete actions, besides starting a social dialogue and setting
    up a collective agreement negotiation table for the future.380
    Collective action 2020
    October
    A dialogue between the Spanish Ministry of Employment,
    representatives of the employers (Confederation of Employers and
    Industries of Spain (CEOE) and Spanish Confederation of Small and
    Medium-Sized Enterprises (CEPYME)), trade unions (Confederation
    375 Beltran, I. & Ruiz, H. (2018).
    376 Disposición 7840 del BOE núm. 113 de 2021 (mites.gob.es).
    377 Stefano, V. (2018). Platform work and labour protection. Flexibility is not enough. Regulating For Globalization.
    Retrieved from: http://regulatingforglobalization.com/2018/05/23/platform-work-labour-protection-flexibility-not-enough/
    378 Ibid.
    379 Gómez, M. (2020). Spain's Labor Inspectorate forces Amazon to give 4,000 false freelancers work contracts. El Pais.
    Retrieved from: https://english.elpais.com/economy_and_business/2020-10-15/spains-labor-inspectorate-forces-amazon-to-
    give-4000-false-freelancers-work-contracts.html
    380 Eurofound. (2020). Platform economy initiatives. Retrieved from: https://www.eurofound.europa.eu/data/platform-
    economy/initiatives#industrialaction
    120
    of Workers’ Commissions and General Union of Workers (UGT))
    took place in October 2020381
    to elaborate an act that will regulate
    platform work. This initiative started after Supreme Court’s decision
    against Glovo which ruled that the platform was not a mere
    intermediary, but that there is an employment relationship between
    Glovo and its riders. Before this ruling, the Ministry of Employment
    had already announced in early 2020 the importance of regulating
    people working through platforms. After several claims from workers
    and trade unions, the new act should cover all types of platforms.382
    SWEDEN
    Collective
    Agreement
    2018 The transportation platform Bzzt and the Swedish Transport
    Workers’ Union made a collective agreements which allowed Bzzt
    drivers to be covered by the Taxi Agreement. This coverage meant
    people working through platforms were given access to the same
    standards as traditional taxi drivers (Bzzt drivers are now offered
    marginal part-time contracts).383
    Collective
    Agreement
    2021
    April
    The delivery platform Foodora and Trafikforbundet, the Swedish
    Transport Workes’Union signed a collective agreement. According to
    the union, the agreement covers all the riders directly employed at
    Foodora but not the riders in the Foodora market, so called terminal
    workers that are employed by other companies. The coverage means
    increased salaries and compensation for bids during certain times;
    annual salary increases; compensation for maintenance of bicycles
    and work; clothes; pensions and insurances that are in line with
    Transport's other collective agreements.384
    Actions taken by
    labour inspectorates
    and other
    administrators
    The Swedish Public Employment Services started an initiative called
    Joblink, intended to be ‘an open, neutral and common platform for all
    actors offering digital services such as matching, recruitment and
    education’. As there are so many different platforms, the PES says,
    Joblink aims to make it easier for jobseekers to find jobs and for
    platforms to find workers. It is also an effort to contribute to the
    ‘digital ecosystem’ by offering a common platform that encourages
    all actors (including the Public Employment Service) to share data,
    maximising the efficiency of matching and stimulating the creation of
    more digital services.
    Annex IV: Overview of relevant decisions by national courts or administrative bodies in
    EU Member States on the employment status of people working through platforms
    Date Court/administ
    rative body
    Platfor
    m
    Classificati
    on
    Conseque
    nces
    Insta
    nce
    Appeal Case No./link
    Belgium
    381 CCOO (2020). Las plataformas digitales deben adaptarse a la legislación laboral’, CCOO, Retrieved from:.
    https://www.ccoo.es/noticia:522145--
    Las_plataformas_digitales_deben_adaptarse_a_la_legislacion_laboral&opc_id=8c53f4de8f8f09d2e54f19daf8d8ed95
    382 UGT, (2020). UGT y CCOO valoramos la reunión de la mesa de diálogo social sobre plataformas digitales’, UGT,
    Retrieved from: https://www.ugt.es/ugt-y-ccoo-valoramos-la-reunion-de-la-mesa-de-dialogo-social-sobre-plataformas-
    digitales
    383 Eurofound. (2020). Platform economy initiatives. Retrieved from: https://www.eurofound.europa.eu/data/platform-
    economy/initiatives#industrialaction
    384 Foodora och Transport tecknar kollektivavtal | Lag & Avtal (lag-avtal.se) Foodora [EN] – Transport
    121
    12/9/20
    15
    Office national
    de la sécurité
    sociale (ONSS)
    [National Social
    Security Office]
    Uber self-
    employed
    drivers
    responsibl
    e for
    paying
    social
    security
    contributio
    ns
    - - Legal expertise
    commissioned by
    the Secretary of
    State for Social
    Fraud
    23/2/20
    18
    Commission
    Administrative
    de règlement de
    la relation de
    travail (CRT)
    [Administrative
    Commission for
    the Regulation
    of Labour
    Relations]
    Delivero
    o
    employee reclassific
    ation for
    social
    security
    purposes
    required
    1st overruled
    for
    procedural
    reasons by
    the the
    Labour
    Court on
    3/7/2019
    116 – FR –
    20180209
    9/3/201
    8
    Commission
    Administrative
    de règlement de
    la relation de
    travail (CRT)
    [Administrative
    Commission for
    the Regulation
    of Labour
    Relations]
    Delivero
    o
    employee reclassific
    ation for
    social
    security
    purposes
    required
    1st - 113 – FR –
    20180123
    16/1/20
    19
    Tribunal de
    l’entreprise
    francophone de
    Bruxelles
    [Brussels
    Business Court]
    Uber self-
    employed
    - 1st decision on
    appeal by
    the Cour
    d'appel de
    Bruxelles
    of
    15/1/2021
    does not
    focus on
    questions
    of worker
    status
    R.G. no
    A/18/02920
    3/7/201
    9
    Tribunal du
    travail
    francophone de
    Bruxelles
    [Brussels
    Labour Court]
    Delivero
    o
    - invalidatio
    n of the
    CRT's
    decision
    of
    9/3/2018
    2nd final
    decision
    pending
    R.G.
    no 18/2076/A
    26/10/2
    020
    Commission
    Administrative
    de règlement de
    la relation de
    travail (CRT)
    [Administrative
    Commission for
    the Regulation
    of Labour
    Relations]
    Uber employee Uber and
    the
    Belgian
    Platform
    rider
    associatio
    n (BPRA)
    must both
    be seen as
    employers
    1st appeal
    brought by
    Uber
    before the
    Brussels
    Labour
    Court,
    pending
    187 – FR –
    20200707
    Germany
    19/9/20
    18
    Arbeitsgericht
    Fulda [Fulda
    Labour Court]
    [platfor
    m
    linking
    self-
    employed
    competenc
    e of the
    Civil
    1st upheld by
    the Labour
    Appeals
    4 Ca 278/18
    122
    bus
    driver
    and
    compan
    y]
    Court
    instead of
    the Labour
    Court
    Court on
    14/2/2019
    14/02/2
    019
    Landesarbeitsge
    richt Hessen
    [Hesse Labour
    Appeals Court]
    [platfor
    m
    linking
    bus
    driver
    and
    compan
    y]
    self-
    employed
    competenc
    e of the
    Civil
    Court
    instead of
    the Labour
    Court
    2nd - 10 Ta 350/18
    20/2/20
    19
    Arbeitsgericht
    München
    [Munich
    Labour Court]
    Roamler self-
    employed
    - 1st upheld by
    the Labour
    Appeals
    Court on
    4/12/2019
    19 Ca 6915/18
    4/12/20
    19
    Landesarbeitsge
    richt München
    [Munich
    Labour Appeals
    Court]
    Roamler self-
    employed
    - 2nd overruled
    by the
    Federal
    Labour
    Court on
    1/12/2020
    8 Sa 146/19
    1/12/20
    20
    Bundesarbeitsg
    ericht [Federal
    Labour Court]
    Roamler employee referred
    back to
    2nd
    instance
    3rd - 9 AZR 102/20
    Denmark
    26/8/20
    20
    Konkurrenceråd
    et (Competition
    Council)
    Hilfr self-
    employed
    violation
    of
    competitio
    n law by
    minimum
    pay rates
    1st - Konkurrencerådsaf
    gørelse den 26.
    august 2020
    Spain
    2/2/201
    7
    Juzgado
    Mercantil de
    Madrid [Madrid
    Commercial
    Court]
    Blablaca
    r
    self-
    employed
    - 1st SJM M 6/2017
    1/2018 Inspección de
    trabajo [Labour
    Inspection]
    Delivero
    o
    employee retroactive
    imposition
    of social
    security
    contributio
    ns
    1st non-published
    decision
    2/2018 Inspección de
    trabajo [Labour
    Inspection]
    Glovo employee retroactive
    imposition
    of social
    security
    contributio
    ns
    1st non-published
    decision
    29/5/20
    18
    Juzgado de lo
    Social de
    Barcelona
    [Barcelona
    Social Court]
    Take
    Eat Easy
    employee reinstatem
    ent and
    retroactive
    entitlemen
    ts in line
    with
    contract
    1st 213/2018
    123
    for
    indetermin
    ate
    duration
    1/6/201
    8
    Juzgado de lo
    Social de
    Valencia
    [Valencia
    Social Court]
    Delivero
    o
    employee retroactive
    entitlemen
    ts in line
    with
    contract
    for
    indetermin
    ate
    duration
    1st 244/2018
    3/9/201
    8
    Juzgado de lo
    Social de
    Madrid [Madrid
    Social Court]
    Glovo third
    category
    (TRADE)
    - 1st 284/2018
    11/1/20
    19
    Juzgado de lo
    Social de
    Madrid [Madrid
    Social Court]
    Glovo third
    category
    (TRADE)
    - 1st overruled
    by the
    Madrid
    Appeals
    Court on
    27/11/2019
    12/2019
    11/2/20
    19
    Juzgado de lo
    Social de
    Madrid [Madrid
    Social Court]
    Glovo employee reinstatem
    ent and
    retroactive
    entitlemen
    ts in line
    with
    contract
    for
    indetermin
    ate
    duration
    1st upheld by
    the
    Asturias
    Appeals
    Court on
    25/7/2019
    53/2019
    20/2/20
    19
    Juzgado de lo
    Social de Gijón
    [Gijón Social
    Court]
    Glovo employee reinstatem
    ent and
    retroactive
    entitlemen
    ts in line
    with
    contract
    for
    indetermin
    ate
    duration
    1st upheld by
    the Madrid
    Appeals
    Court on
    3/2/2021
    61/2019
    25/2/20
    19
    Juzgado de lo
    Social de
    Oviedo [Oviedo
    Social Court]
    Glovo third
    category
    (TRADE)
    - 1st 106/2019
    3/4/201
    9
    Juzgado de lo
    Social de
    Madrid [Madrid
    Social Court]
    Glovo employee - 1st 128/2019
    4/4/201
    9
    Juzgado de lo
    Social de
    Madrid [Madrid
    Social Court]
    Glovo employee reinstatem
    ent and
    retroactive
    entitlemen
    ts in line
    with
    contract
    1st 134/2019
    124
    for
    indetermin
    ate
    duration
    4/4/201
    9
    Juzgado de lo
    Social de
    Madrid [Madrid
    Social Court]
    Glovo employee reinstatem
    ent and
    retroactive
    entitlemen
    ts in line
    with
    contract
    for
    indetermin
    ate
    duration
    1st upheld by
    the Madrid
    Appeals
    Court on
    18/12/2019
    130/2019
    29/5/20
    19
    Juzgado de lo
    Social de
    Barcelona
    [Barcelona
    Social Court]
    Glovo third
    category
    (TRADE)
    - 1st overruled
    by the
    Cataluña
    Appeals
    Court on
    12/5/2020
    202/2019
    21/5/20
    19
    Juzgado de lo
    Social de
    Barcelona
    [Barcelona
    Social Court]
    Glovo third
    category
    (TRADE)
    - 1st overruled
    by the
    Cataluña
    Appeals
    Court on
    7/5/2021
    205/2019
    10/6/20
    19
    Juzgado de lo
    Social de
    Valencia
    [Valencia
    Social Court]
    Delivero
    o
    employee retroactive
    imposition
    of social
    security
    contributio
    ns
    1st 197/2019
    11/6/20
    19
    Juzgado de lo
    Social de
    Barcelona
    [Barcelona
    Social Court]
    Delivero
    o
    employee - 1st 193/2019
    14/6/20
    19
    Juzgado de lo
    Social de
    Salamanca
    [Salamanca
    Social Court]
    Glovo third
    category
    (TRADE)
    - 1st overruled
    by the
    Castilla
    Appeals
    Court on
    7/5/2020
    215/2019
    22/7/20
    19
    Juzgado de lo
    Social de
    Madrid [Madrid
    Social Court]
    Delivero
    o
    employee retroactive
    entitlemen
    ts in line
    with
    contract
    for
    indetermin
    ate
    duration
    1st 188/2019
    10/6/20
    19
    Tribunal
    Superior de
    Justicia de
    Asturias
    [Asturias
    Appeals Court]
    Glovo employee - 2nd 1818/2019
    30/7/20 Juzgado de lo Delivero employee - 1st 213/2019
    125
    19 Social de
    Barcelona
    [Barcelona
    Social Court]
    o
    19/9/20
    19
    Tribunal
    Superior de
    Justicia de
    Madrid [Madrid
    Appeals Court]
    Glovo third
    category
    (TRADE)
    - 2nd overruled
    by the
    Supreme
    Court on
    25/9/2020
    715/2019
    27/11/2
    019
    Tribunal
    Superior de
    Justicia de
    Madrid [Madrid
    Appeals Court]
    Glovo employee reinstatem
    ent and
    retroactive
    entitlemen
    ts in line
    with
    contract
    for
    indetermin
    ate
    duration
    2nd 1155/2019
    12/11/2
    019
    Juzgado de lo
    Social de Vigo
    [Vigo Social
    Court]
    Glovo third
    category
    (TRADE)
    - 1st 642/2019
    18/11/2
    019
    Juzgado de lo
    Social de
    Barcelona
    [Barcelona
    Social Court]
    Glovo employee reinstatem
    ent and
    retroactive
    entitlemen
    ts in line
    with
    contract
    for
    indetermin
    ate
    duration
    1st 325/2019
    27/11/2
    019
    Tribunal
    Superior de
    Justicia de
    Madrid [Madrid
    Appeals Court]
    Glovo employee - 2nd 1155/2019
    18/12/2
    019
    Tribunal
    Superior de
    Justicia de
    Madrid [Madrid
    Appeals Court]
    Glovo employee - 2nd 714/2019
    1/2020 Inspección de
    trabajo [Labour
    Inspection]
    UberEat
    s
    employee retroactive
    imposition
    of social
    security
    contributio
    ns
    1st non-published
    decision
    17/1/20
    20
    Tribunal
    Superior de
    Justicia de
    Madrid [Madrid
    Appeals Court]
    Delivero
    o
    employee - 2nd pending
    appeal
    brought by
    Deliveroo
    before the
    Supreme
    Court
    40/2020
    3/2/202
    0
    Tribunal
    Superior de
    Glovo employee - 2nd 85/2020
    126
    Justicia de
    Madrid [Madrid
    Appeals Court]
    17/2/20
    20
    Tribunal
    Superior de
    Justicia de
    Castilla y León
    [Castilla
    Appeals Court]
    Glovo employee retroactive
    entitlemen
    ts in line
    with
    contract
    for
    indetermin
    ate
    duration
    2nd 992/2020
    21/2/20
    20
    Tribunal
    Superior de
    Justicia de
    Cataluña
    [Catalonia
    Appeals Court]
    Glovo employee reinstatem
    ent and
    retroactive
    entitlemen
    ts in line
    with
    contract
    for
    indetermin
    ate
    duration
    2nd 1034/2020
    27/4/20
    20
    Juzgado de lo
    Social de
    Zaragoza
    [Zaragoza
    Social Court]
    Delivero
    o
    employee retroactive
    imposition
    of social
    security
    contributio
    ns
    1st 123/2020
    7/5/202
    0
    Tribunal
    Superior de
    Justicia de
    Cataluña
    [Catalonia
    Appeals Court]
    Glovo employee reinstatem
    ent and
    retroactive
    entitlemen
    ts in line
    with
    contract
    for
    indetermin
    ate
    duration
    2nd 1432/2020
    12/5/20
    20
    Tribunal
    Superior de
    Justicia de
    Cataluña
    [Catalonia
    Appeals Court]
    Glovo employee - 2nd 1449/2020
    11/6/20
    20
    Tribunal
    Superior de
    Justicia de
    Cataluña
    [Catalonia
    Appeals Court]
    Glovo employee - 2nd 2405/2020
    16/6/20
    20
    Tribunal
    Superior de
    Justicia de
    Cataluña
    [Catalonia
    Appeals Court]
    Delivero
    o
    employee - 2nd 2557/2020
    7/9/202
    0
    Juzgado de lo
    Social de
    Delivero
    o
    employee reinstatem
    ent and
    1st 723/2020
    127
    Barcelona
    [Barcelona
    Social Court]
    retroactive
    entitlemen
    ts in line
    with
    contract
    for
    indetermin
    ate
    duration
    22/9/20
    20
    Tribunal
    Superior de
    Justicia de
    Cataluña
    [Catalonia
    Appeals Court]
    Glovo employee - 2nd 4021/2020
    23/9/20
    20
    Tribunal
    Supremo
    [Supreme
    Court]
    Glovo employee retroactive
    entitlemen
    ts in line
    with
    contract
    for
    indetermin
    ate
    duration
    3rd 4746/2019
    10/2020 Inspección de
    trabajo [Labour
    Inspection]
    Amazon
    Flex
    employee retroactive
    imposition
    of social
    security
    contributio
    ns
    1st non-published
    decision
    18/11/2
    020
    Juzgado de lo
    Social de
    Barcelona
    [Barcelona
    Social Court]
    Delivero
    o
    employee retroactive
    imposition
    of social
    security
    contributio
    ns
    1st 259/2020
    20/11/2
    020
    Juzgado de lo
    Social de
    Santander
    [Santander
    Social Court]
    Glovo employee retroactive
    imposition
    of social
    security
    contributio
    ns
    1st 289/2020
    30/11/2
    020
    Tribunal
    Superior de
    Justicia de
    Madrid [Madrid
    Appeals Court]
    Glovo employee - 2nd 1052/2020
    12/1/20
    21
    Juzgado de lo
    Social de
    Barcelona
    [Barcelona
    Social Court]
    Delivero
    o
    employee retroactive
    imposition
    of social
    security
    contributio
    ns
    1st not yet published
    France
    1/6/201
    5
    Conseil de
    Prud’hommes
    de Paris [Paris
    Labour Court]
    LeCab self-
    employed
    competenc
    e of the
    Business
    Court
    instead of
    Labour
    1st upheld by
    the Paris
    Appeals
    Court on
    7/1/2016
    RG n° F14/7887
    128
    Court
    7/1/201
    6
    Cour d’appel de
    Paris [Paris
    Appeals Court]
    LeCab self-
    employed
    competenc
    e of the
    Business
    Court
    instead of
    Labour
    Court
    2nd - RG n° 15/06489
    5/9/201
    6
    Conseil de
    Prud’hommes
    de Paris [Paris
    Labour Court]
    Delivero
    o
    self-
    employed
    - 1st upheld by
    the Paris
    Appeals
    Court on
    9/11/2017
    RG n° F15/0164
    17/11/2
    016
    Conseil de
    Prud’hommes
    de Paris [Paris
    Labour Court]
    Take
    Eat Easy
    self-
    employed
    - 1st upheld by
    the Paris
    Appeals
    Court on
    20/4/2017
    RG n° F16-04592
    14/12/2
    016
    Tribunal des
    affaires de
    sécurité sociale
    (TASS) de Paris
    [Paris Social
    Security Court]
    Uber - (Social
    Security
    Administrat
    ion's claim
    for
    reclassificat
    ion rejected
    for
    procedural
    reasons)
    - 1st pending
    appeal
    brought by
    the
    URSSAF
    (Social
    Security
    Administra
    tion)
    RG n° 16-03915
    20/12/2
    016
    Conseil de
    Prud’hommes
    de Paris [Paris
    Labour Court]
    LeCab employee retroactive
    obligation
    to grant
    wages,
    reimburse
    ment of
    profession
    al
    expenses,
    overtime
    supplemen
    ts,
    compensat
    ion for
    disguised
    employme
    nt
    1st upheld by
    the Paris
    Appeals
    Court on
    13/12/2017
    RG n° 14/16389
    20/12/2
    016
    Conseil de
    Prud’hommes
    de Paris [Paris
    Labour Court]
    LeCab employee retroactive
    obligation
    to grant
    wages,
    reimburse
    ment of
    profession
    al
    expenses,
    overtime
    supplemen
    ts,
    compensat
    ion for
    disguised
    1st upheld by
    the Paris
    Appeals
    Court on
    13/12/2017
    RG n° 14/11044
    129
    employme
    nt and
    unlawful
    dismissal
    24/1/20
    17
    Conseil de
    Prud’hommes
    de Paris [Paris
    Labour Court]
    Take
    Eat Easy
    self-
    employed
    - 1st upheld by
    the Paris
    Appeals
    Court on
    12/10/2017
    RG n° F16/00407
    30/1/20
    17
    Tribunal de
    commerce de
    Paris [Paris
    Business Court]
    Uber self-
    employed
    no
    condemnat
    ion of
    Uber for
    unfair
    competitio
    n by
    circumven
    ting social
    law
    1st decision on
    appeal by
    the Cour
    d'appel de
    Paris of
    12/12/2019
    (n°
    17/03541)
    does not
    focus on
    questions
    of worker
    status
    RG n°
    2014054740
    20/4/20
    17
    Cour d’appel de
    Paris [Paris
    Appeals Court]
    Take
    Eat Easy
    self-
    employed
    - 2nd overturned
    by the
    Supreme
    Court on
    28/11/2018
    RG n° 17/00511
    12/10/2
    017
    Cour d’appel de
    Paris [Paris
    Appeals Court]
    Take
    Eat Easy
    self-
    employed
    - 2nd - RG n° 17/03088
    9/11/20
    17
    Cour d’appel de
    Paris [Paris
    Appeals Court]
    Delivero
    o
    self-
    employed
    - 2nd - RG n° 16/12875
    13/12/2
    017
    Cour d’appel de
    Lyon [Lyon
    Appeals Court]
    LeCab employee retroactive
    obligation
    to grant
    wages,
    reimburse
    ment of
    profession
    al
    expenses,
    overtime
    supplemen
    ts,
    compensat
    ion for
    disguised
    employme
    nt
    2nd - RG n° 17/00351
    13/12/2
    017
    Cour d’appel de
    Lyon [Lyon
    Appeals Court]
    LeCab employee retroactive
    obligation
    to grant
    wages,
    reimburse
    ment of
    profession
    al
    expenses,
    overtime
    2nd - RG n° 17/00349
    130
    supplemen
    ts,
    compensat
    ion for
    disguised
    employme
    nt and
    unlawful
    dismissal
    29/1/20
    18
    Conseil de
    Prud’hommes
    de Paris [Paris
    Labour Court]
    Uber self-
    employed
    - 1st - RG n° F16/11460
    24/5/20
    18
    Tribunal
    correctionnel de
    Lille [Lille
    Criminal Court
    ]
    Clic and
    Walk
    self-
    employed
    - 1st overturned
    by the
    Douai
    Appeals
    Court on
    4/2/2020
    RG n°
    16040000134
    28/6/20
    18
    Conseil de
    Prud’hommes
    de Paris [Paris
    Labour Court]
    Uber self-
    employed
    - 1st overturned
    by the
    Paris
    Appeals
    Court on
    10/1/2019
    RG n° 17/04674
    28/11/2
    018
    Cour de
    cassation
    [Supreme
    Court]
    Take
    Eat Easy
    employee referred
    back to
    2nd
    instance
    3rd - Arrêt n°1737 (17-
    20.079)
    10/1/20
    19
    Cour d’appel de
    Paris [Paris
    Appeals Court]
    Uber employee referred
    back to 1st
    instance
    2nd upheld by
    the
    Supreme
    Court on
    28/11/2018
    RG n° 18/08357
    8/3/201
    9
    Conseil de
    Prud’hommes
    de Lyon [Lyon
    Labour Court]
    Uber self-
    employed
    - 1st upheld by
    the Lyon
    Appeals
    Court on
    16/1/2021
    RG n° 19/08056
    4/2/202
    0
    Conseil de
    Prud’hommes
    de Paris [Paris
    Labour Court]
    Delivero
    o
    employee entitlemen
    ts in line
    with
    employme
    nt contract
    of
    indetermin
    ate
    duration;
    indemnity
    for
    wrongful
    dismissal
    1st pending
    appeal
    brought by
    Deliveroo
    RG nº 19/07738
    10/2/20
    20
    Cour d’appel de
    Douai [Douai
    Appeals Court]
    Clic and
    Walk
    employee criminal
    responsibil
    ity of the
    company
    and its
    manager
    for
    disguised
    2nd pending
    appeal
    brought by
    Clic and
    Walk
    RG nº 19/00137
    131
    employme
    nt,
    imposition
    of fines
    4/3/202
    0
    Cour de
    cassation
    [Supremen
    Court]
    Uber employee referred
    back to
    2nd
    instance
    3rd - Arrêt n° 374 (19-
    13.316)
    16/1/20
    21
    Cour d’appel de
    Lyon [Lyon
    Appeals Court]
    Uber self-
    employed
    - 2nd RG n° 19/08056
    Ireland
    8/10/20
    18
    Tax Appeals
    Commissioner
    Domino
    s Pizza
    employee upheld by
    the High
    Court on
    20/12/2019
    23TACD2018
    20/12/2
    019
    High Court Domino
    s Pizza
    employee pending
    appeal
    brought by
    Dominos,
    hearing set
    for
    20/7/2021
    IEHC 894 [2019
    No. 31 R]
    Italy
    7/5/201
    8
    Tribunale di
    Torino [Turin
    Civil Court]
    Foodora self-
    employed
    - 1st overturned
    by the
    Appeals
    Court on
    11/1/2019
    RG n. 4764/2017
    10/9/20
    18
    Tribunale di
    Milano [Milan
    Civil Court]
    Glovo self-
    employed
    - 1st - RG n. 6719/2017
    11/1/20
    19
    Corte di
    Appello di
    Torino [Turin
    Appeals Court]
    Foodora third
    category
    (lavoro
    etero-
    organizzato
    )
    retroactive
    obligation
    to pay
    wages in
    line with
    the
    collective
    agreement
    for the
    logistics
    and freight
    transport
    sector, but
    no
    protection
    against
    unlawful
    dismissal
    2nd upheld (in
    essence) by
    the
    Supreme
    Court on
    24/1/2020
    RG n. 468/2018
    24/1/20
    20
    Corte di
    Cassazione
    [Supreme
    Court]
    Foodora third
    category
    (lavoro
    etero-
    organizzato
    )
    retroactive
    obligation
    to pay
    wages in
    line with
    the
    collective
    agreement
    for the
    logistics
    3rd - RG n. 11629/2019
    132
    and freight
    transport
    sector, but
    no
    protection
    against
    unlawful
    dismissal
    20/11/2
    020
    Tribunale di
    Palermo
    [Palermo Civil
    Court]
    Glovo employee retroactive
    rights in
    accordanc
    e with
    employme
    nt contract
    concluded
    for
    indetermin
    ate
    duration
    (consideri
    ng
    applicable
    collective
    agreement
    );
    reinstatem
    ent and
    compensat
    ion for
    unlawful
    dismissal
    1st pending
    appeal
    brought by
    Glovo
    RG n. 7283/2020
    24/11/2
    020
    Tribunale di
    Palermo
    [Palermo Civil
    Court]
    Glovo employee retroactive
    rights in
    accordanc
    e with
    employme
    nt contract
    concluded
    for
    indetermin
    ate
    duration
    (consideri
    ng
    applicable
    collective
    agreement
    );
    reinstatem
    ent and
    compensat
    ion for
    unlawful
    dismissal
    1st RG n. 7283/2020
    31/12/2
    020
    Tribunale di
    Bologna
    [Bologna Civil
    Court]
    Delivero
    o
    employee
    or third
    category
    (lavoro
    etero-
    organizzato
    applicabili
    ty of OSH
    standards
    1st RG n. 2949/2019
    133
    )
    10/1/20
    21
    Tribunale di
    Firenze
    [Florence Civil
    Court]
    Delivero
    o
    self-
    employed
    or third
    category
    (lavoro
    etero-
    organizzato
    )
    non-
    applicabili
    ty of
    prohibitio
    n of anti-
    union
    behaviour
    1st RG n. 2425/2020
    24/2/20
    21
    Ispettorato
    territoriale del
    lavoro di
    Milano [Milan
    Labour
    Inspectorate]
    Just Eat,
    Glovo,
    Uber
    Eats,
    Delivero
    o
    third
    category
    (lavoro
    etero-
    organizzato
    )
    retroactive
    obligation
    to pay
    wages and
    social
    security
    contributio
    ns; fines
    for
    violation
    of health
    and safety
    standards
    1st pending
    appeal
    brought by
    Glovo and
    Just Eat
    before the
    Administra
    tive Court
    Verbali di
    accertamento
    The Netherlands
    23/7/20
    18
    Rechtbank
    Amsterdam
    [Amsterdam
    Civil Court]
    Delivero
    o
    self-
    employed
    - 1st - CV EXPL 18-
    2673
    15/1/20
    19
    Rechtbank
    Amsterdam
    [Amsterdam
    Civil Court]
    Delivero
    o
    employee applicabili
    ty of the
    collective
    agreement
    for the
    road
    transport
    and
    haulage
    sector
    (separate
    judgment:
    CV EXPL
    18-14762)
    1st upheld by
    the
    Appeals
    Court on
    16/2/2021
    CV EXPL 18-
    14763
    1/7/201
    9
    Rechtbank
    Amsterdam
    [Amsterdam
    Civil Court]
    Helpling self-
    employed
    Helpling
    to be
    classified
    as
    placement
    agency for
    self-
    employed
    workers
    and thus
    prohibited
    from
    charging a
    commissio
    n from
    workers
    1st pending
    appeal
    brough by
    the trade
    union
    before the
    Appeals
    Court
    CV EXPL 18-
    23708
    23/6/20
    20
    Gerechtshof
    Amsterdam
    [Amsterdam
    Helpling - plaintiff
    permitted
    to amend
    2nd - 200.268.510/01
    134
    Appeals Court] and extend
    appeal
    against the
    Amsterda
    m Civil
    Court's
    decision
    of
    1/7/2019
    16/2/20
    21
    Gerechtshof
    Amsterdam
    [Amsterdam
    Appeals Court]
    Delivero
    o
    employee - 2nd pending
    appeal
    brought by
    Deliveroo
    before the
    Hoge Raad
    [Supreme
    Court]
    200.261.051/01
    2/2021 Inspectie
    Sociale Zaken
    en
    Werkgelegenhei
    d (SZW)
    [Labour
    Inspection]
    Temper employee Report
    classifying
    the
    platform
    as
    temporary
    work
    agency
    1st - -
    Sweden
    18/6/20
    18
    Förvaltningsrätt
    en i Stockholm
    [Stockholm
    Administrative
    Court]
    Cool
    Compan
    y
    self-
    employed
    No
    responsibil
    ity of Cool
    Company
    for health
    and safety
    standards
    1st upheld by
    the
    Administra
    tive
    Appeals
    Court on
    30/10/2019
    Mål nr 3944-17
    30/10/2
    019
    Kamarrätten i
    Stockholm
    [Stockholm
    Administrative
    Appeals Court]
    Cool
    Compan
    y
    self-
    employed
    No
    responsibil
    ity of Cool
    Company
    for health
    and safety
    standards
    2nd Mål nr 5725-18
    9/10/20
    20
    Arbetsmiljöverk
    et [Work
    Environment
    Authority]
    TaskRu
    nner
    employee TaskRunn
    er obliged
    to comply
    with OSH
    standards
    1st - 2019/062973
    13/10/2
    020
    Arbetsmiljöverk
    et [Work
    Environment
    Authority]
    Tiptapp
    AB
    employee Tiptapp
    AB
    obliged to
    comply
    with OSH
    standards
    1st - 2020/000125