Micro-entrepreneurs, Dependent Contractors, and Instaserfs: Understanding Online Labor Platform Workforces
Abstract
The rapidly growing number of people who find work via online labor platforms are not employees, nor do they necessarily fit traditional conceptualizations of independent contractors, freelancers, or the self-employed. The ambiguous nature of their employment status and its implications for worker well-being have attracted substantial controversy, but to date most empirical research in this area has focused on the market efficiency of a single platform rather than on workers themselves and related human resource management issues. Research progress will require understanding how online labor platform work differs from other types of nonstandard employment arrangements, as well as critical differences across labor platform firms in how work and workers are managed. This paper proposes a conceptual classification framework to facilitate research on the attitudes, experiences, and outcomes of workers who use these platforms. We explore how labor platform firms’ operational choices shape how control is allocated across workers, clients, and the firm, and how they influence workers’ autonomy, incentives, and degree of economic dependence on the firm. Implications for theory development, research, and managing worker–firm relations are discussed.
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Algorithms, human agency and social processes in OLPs are likely to differ due to their business model and how they interact with (platform) workers.
“algorithms, human agency and social processes in OLPs are likely to differ due to their business model and how they interact with (platform) workers (Gegenhuber et al., 2020;Kuhn & Maleki, 2017;Meijerink & Keegan, 2019;Wood et al., 2019).”
From Algorithmic human resource management: Synthesizing developments and cross-disciplinary insights on digital HRM (2021) · cites this paper as Kuhn & Maleki, 2017
OLPs create online marketplaces where supply and demand for contingent labor meet electronically.
“As labor market intermediaries, OLPs create online marketplaces where supply and demand for contingent labor meet electronically (Duggan et al., 2020;Kuhn & Maleki, 2017;Meijerink et al., 2021).”
From Algorithmic human resource management: Synthesizing developments and cross-disciplinary insights on digital HRM (2021) · cites this paper as Kuhn & Maleki, 2017
Cites
Comparative Economic Organization: The Analysis of Discrete Structural Alternatives
Williamson, O. E. (1991) · Administrative Science Quarterly · doi:10.2307/2393356 · Cited by 7,151 · see citing works
Harter, J. K., Schmidt, F. L., & Hayes, T. L. (2002) · Journal of Applied Psychology · doi:10.1037/0021-9010.87.2.268 · Cited by 4,623 · see citing works
Algorithm aversion: People erroneously avoid algorithms after seeing them err.
Dietvorst, B. J., Simmons, J. P., & Massey, C. (2015) · Journal of Experimental Psychology: General · doi:10.1037/xge0000033 · Cited by 3,232 · see citing works
Conducting behavioral research on Amazon’s Mechanical Turk
Mason, W., & Suri, S. (2012) · Behavior Research Methods · doi:10.3758/s13428-011-0124-6 · Cited by 3,172 · see citing works
Building Effective Online Marketplaces with Institution-Based Trust
Pavlou, P. A., & Gefen, D. (2004) · Information Systems Research · doi:10.1287/isre.1040.0015 · Cited by 2,516 · see citing works
Labor Market Intermediaries and the New Paradigm for Human Resources
Bonet, R., Cappelli, P., & Hamori, M. (2013) · Academy of Management Annals · doi:10.5465/19416520.2013.774213 · Cited by 199 · see citing works
Reputation Transferability in Online Labor Markets
Kokkodis, M., & Ipeirotis, P. G. (2016) · Management Science · doi:10.1287/mnsc.2015.2217 · Cited by 166 · see citing works
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What Do Platforms Do? Understanding the Gig Economy
Vallas, S., & Schor, J. B. (2020) · Annual Review of Sociology · doi:10.1146/annurev-soc-121919-054857 · Cited by 1,354 · see citing works
Duggan, J., Sherman, U., Carbery, R., & McDonnell, A. (2020) · Human Resource Management Journal · doi:10.1111/1748-8583.12258 · Cited by 1,050 · see citing works
The sharing economy and digital platforms: A review and research agenda
Sutherland, W., & Jarrahi, M. H. (2018) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2018.07.004 · Cited by 725 · see citing works
Dependence and precarity in the platform economy
Schor, J. B., Attwood-Charles, W., Cansoy, M., Ladegaard, I., & Wengronowitz, R. (2020) · Theory and Society · doi:10.1007/s11186-020-09408-y · Cited by 550 · see citing works
Meijerink, J., Boons, M., Keegan, A., & Marler, J. (2021) · The International Journal of Human Resource Management · doi:10.1080/09585192.2021.1925326 · Cited by 267 · see citing works
Working on my own: Measuring the challenges of gig work
Caza, B. B., Reid, E. M., Ashford, S. J., & Granger, S. (2022) · Human Relations · doi:10.1177/00187267211030098 · Cited by 249 · see citing works
Waldkirch, M., Bucher, E., Schou, P. K., & Grünwald, E. (2021) · The International Journal of Human Resource Management · doi:10.1080/09585192.2021.1914129 · Cited by 173 · see citing works
“For instance, research has noted that digital platforms decrease worker freedom through algorithmic management (Duggan et al., 2020; Kuhn & Maleki, 2017), yet also provide flexible and autonomous jobs (Wood et al., 2019).”
BackgroundMethodInfluentialGig work and gig workers: An integrative review and agenda for future research
Wu, D., & Huang, J. L. (2024) · Journal of Organizational Behavior · doi:10.1002/job.2775 · Cited by 168 · see citing works
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Duggan, J., Sherman, U., Carbery, R., & McDonnell, A. (2022) · The International Journal of Human Resource Management · doi:10.1080/09585192.2021.1953565 · Cited by 129 · see citing works
Digital platforms and the changing nature of physical work: Insights from ride-hailing
Mäntymäki, M., Baiyere, A., & Islam, A. K. M. N. (2019) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2019.08.007 · Cited by 102 · see citing works
Norlander, P., Jukic, N., Varma, A., & Nestorov, S. (2021) · The International Journal of Human Resource Management · doi:10.1080/09585192.2020.1867614 · Cited by 88 · see citing works
Platforms as entrepreneurial incubators? How online labor markets shape work identity
Bellesia, F., Mattarelli, E., Bertolotti, F., & Sobrero, M. (2019) · Journal of Managerial Psychology · doi:10.1108/jmp-06-2018-0269 · Cited by 74 · see citing works
Making it Work, or Not: A Longitudinal Study of Career Trajectories Among Online Freelancers
Blaising, A., Kotturi, Y., Kulkarni, C., & Dabbish, L. (2021) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3432925 · Cited by 57 · see citing works
“Why lose control?” A Study of Freelancers’ Experiences with Gig Economy Platforms
Carlos Alvarez de la Vega, J., E. Cecchinato, M., & Rooksby, J. (2021) · Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems · doi:10.1145/3411764.3445305 · Cited by 55 · see citing works
Hänninen, M., & Smedlund, A. (2021) · Journal of Management Studies · doi:10.1111/joms.12701 · Cited by 42 · see citing works
- Authors
- Kuhn, K. M., & Maleki, A.
- Affiliations
- Washington State University (US)
- ORCID
- Kuhn, Kristine M.
- Venue
- Academy of Management Perspectives
- Publisher
- Academy of Management
- Published
- 2017-08
- Volume
- 31
- Issue
- 3
- Pages
- 183-200
- ISSN
- 1558-9080 (ISSN-L)
- 1943-4529
- OpenAlex
- W2606751716
- Cited by
- 430
- References
- 7
- Citations by year
- 2026: 60 · 2025: 79 · 2024: 73 · 2023: 55 · 2022: 47 · 2021: 48 · 2020: 32 · 2019: 24 · 2018: 9 · 2016: 2
- FWCI
- 42.56
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Academy of Management Perspectives (publishedVersion)
- Topics
- Social Sciences › Sociology and Political Science › Digital Economy and Work Transformation
- Social Sciences › Business, Management and Accounting › Industrial relations › Legal and Labor Studies
- Social Sciences › Safety Research › Employment, Labor, and Gender Studies
- Keywords
- online labour platforms, platform work, microentrepreneurs, non-standard employment, employee autonomy, classification framework, employee well-being, human resource management, gig economy
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