Making it Work, or Not: A Longitudinal Study of Career Trajectories Among Online Freelancers
Open accessAbstract
Online freelancing is growing rapidly. However, despite this rapid growth, we have a limited understanding of online freelancers' long-term experiences and evolution, or how online freelancing influences freelancers' broader career goals. To address this gap, we interviewed a set of online freelancers at two time periods, two and a half years apart. We found that long-term engagement with online freelancing involves a unique set of financial, emotional, relational, and reputational burdens that represent the overhead of maintaining an online freelancing career. We found that this overhead influenced online freelancers' participation and perceptions of online freelancing over time, as well as the strategies some freelancers employed to manage their careers. Our findings further highlight how online freelance platforms can afford unique career development opportunities over a longer period of time, including career exploration and transition, entrepreneurial training and reputation, and skills transfer. Based on our findings, we present policy and design implications to increase the sustainability and accessibility of online freelancing.
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It is hard for gig workers to transfer their experience and reputation across platforms.
“Blaising et al. (2021) pointed out another kind of barrier -it is hard for gig workers to transfer their experience and reputation across platforms.”
From Socio‐technical issues in the platform‐mediated gig economy: A systematic literature review: An Annual Review of Information Science and Technology (ARIST) paper (2024) · cites this paper as Blaising et al., 2021
Lack of information took forms including lack of direct guidance or mentorship for gig workers joining the platform, absence of information that could be provided by clients, reasons for canceling the order, and intentionally omitted key information about their businesses or tasks.
“It took several different forms, including, for example, a lack of direct guidance or mentorship for gig workers joining the platform (Blaising et al., 2021; Kost et al., 2020), the absence of information that could be provided by clients, reasons for canceling the order, and the intentionally omitted key information about their businesses or tasks (Mäntymäki et al., 2019; Prabhat et al., 2019).”
From Socio‐technical issues in the platform‐mediated gig economy: A systematic literature review: An Annual Review of Information Science and Technology (ARIST) paper (2024) · cites this paper as Blaising et al., 2021
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Cites
Psychological Safety and Learning Behavior in Work Teams
Edmondson, A. (1999) · Administrative Science Quarterly · doi:10.2307/2666999 · Cited by 12,026 · see citing works
Qualitative Communication Research Methods
Lindlof, T. R., & Taylor, B. C. (1994) · Cited by 5,366 · see citing works
Good Gig, Bad Gig: Autonomy and Algorithmic Control in the Global Gig Economy
Wood, A. J., Graham, M., Lehdonvirta, V., & Hjorth, I. (2019) · Work, Employment and Society · doi:10.1177/0950017018785616 · Cited by 2,209 · see citing works
Matters of care: Speculative ethics in more than human worlds
Pettersen, T. (2018) · International Journal of Care and Caring · doi:10.1332/239788218x15357295366217 · Cited by 2,192 · see citing works
Reconceptualizing Mentoring at Work: A Developmental Network Perspective
Higgins, M. C., & Kram, K. E. (2001) · Academy of Management Review · doi:10.5465/amr.2001.4378023 · Cited by 1,713 · see citing works
Emerging Criteria for Quality in Qualitative and Interpretive Research
Lincoln, Y. S. (1995) · Qualitative Inquiry · doi:10.1177/107780049500100301 · Cited by 1,568 · see citing works
Memoing in qualitative research: Probing data and processes
Birks, M., Chapman, Y., & Francis, K. (2008) · Journal of Research in Nursing · doi:10.1177/1744987107081254 · Cited by 1,519 · see citing works
The Second Machine Age: Work, Progress, and Prosperity in a Time of Brilliant Technologies.
West, J. C. (2015) · Psychiatry · doi:10.1080/00332747.2015.1105632 · Cited by 1,415 · see citing works
STEFANO, V. D. (2015) · SSRN Electronic Journal · doi:10.2139/ssrn.2682602 · Cited by 1,136 · see citing works
(2019) · Cited by 1,082 · see citing works
INFORMATION SEEKING DURING ORGANIZATIONAL ENTRY: INFLUENCES, TACTICS, AND A MODEL OF THE PROCESS
Miller, V. D., & Jablin, F. M. (1991) · Academy of Management Review · doi:10.5465/amr.1991.4278997 · Cited by 912 · see citing works
The Discovery of Grounded Theory: Strategies for Qualitative Research.
Scott, J. C., & Glaser, B. G. (1971) · American Sociological Review · doi:10.2307/2094063 · Cited by 834 · see citing works
Alternative Work Arrangements: Two Images of the New World of Work
Spreitzer, G. M., Cameron, L. D., & Garrett, L. E. (2017) · Annual Review of Organizational Psychology and Organizational Behavior · doi:10.1146/annurev-orgpsych-032516-113332 · Cited by 813 · see citing works
Petriglieri, G., Ashford, S. J., & Wrzesniewski, A. (2019) · Administrative Science Quarterly · doi:10.1177/0001839218759646 · Cited by 744 · see citing works
The Rise and Nature of Alternative Work Arrangements in the United States, 1995-2015
Katz, L. F., & Krueger, A. B. (2016) · National Bureau of Economic Research · doi:10.3386/w22667 · Cited by 691 · see citing works
Online labour index: Measuring the online gig economy for policy and research
kässi, O., & Lehdonvirta, V. (2018) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2018.07.056 · Cited by 591 · see citing works
“The Rise and Nature of Alternative Work Arrangements in the United States, 1995–2015”
Katz, L. F., & Krueger, A. B. (2019) · ILR Review · doi:10.1177/0019793918820008 · Cited by 589 · see citing works
Ashford, S. J., Caza, B. B., & Reid, E. M. (2018) · Research in Organizational Behavior · doi:10.1016/j.riob.2018.11.001 · Cited by 582 · see citing works
Daniels, A. K. (1987) · Social Problems · doi:10.2307/800538 · Cited by 533 · see citing works
The Fourth Industrial Revolution: Issues and Implications for Career Research and Practice
Hirschi, A. (2018) · The Career Development Quarterly · doi:10.1002/cdq.12142 · Cited by 516 · see citing works
Kuhn, K. M., & Maleki, A. (2017) · Academy of Management Perspectives · doi:10.5465/amp.2015.0111 · Cited by 430 · see citing works
Lent, R. W., Ireland, G. W., Penn, L. T., Morris, T. R., & Sappington, R. (2017) · Journal of Vocational Behavior · doi:10.1016/j.jvb.2017.01.002 · Cited by 429 · see citing works
Career adaptivity, adaptability, and adapting: A conceptual and empirical investigation
Hirschi, A., Herrmann, A., & Keller, A. C. (2014) · Journal of Vocational Behavior · doi:10.1016/j.jvb.2014.11.008 · Cited by 426 · see citing works
The Global Platform Economy: A New Offshoring Institution Enabling Emerging-Economy Microproviders
Lehdonvirta, V., kässi, O., Hjorth, I., Barnard, H. C., & Graham, M. (2018) · Journal of Management · doi:10.1177/0149206318786781 · Cited by 317 · see citing works
Networked but Commodified: The (Dis)Embeddedness of Digital Labour in the Gig Economy
Wood, A., Graham, M., Lehdonvirta, V., & Hjorth, I. (2019) · Sociology · doi:10.1177/0038038519828906 · Cited by 304 · see citing works
20th Americas Conference on Information Systems, AMCIS 2014
Rahimi, F., Møller, C., & Hvam, L. (2014) · Americas Conference on Information Systems · Cited by 259 · see citing works
Career exploration: A review and future research agenda
Jiang, Z., Newman, A., Le, H., Presbitero, A., & Zheng, C. S.-M. (2018) · Journal of Vocational Behavior · doi:10.1016/j.jvb.2018.08.008 · Cited by 217 · see citing works
The global gig economy: Towards a planetary labour market?
Graham, M. J., & Anwar, M. A. (2019) · First Monday · doi:10.5210/fm.v24i4.9913 · Cited by 215 · see citing works
Measuring the Gig Economy: Current Knowledge and Open Issues
Abraham, K. G., Haltiwanger, J., Sandusky, K., & Spletzer, J. R. (2018) · National Bureau of Economic Research · doi:10.3386/w24950 · Cited by 213 · see citing works
Jarrahi, M. H., & Sutherland, W. (2019) · Lecture notes in computer science · doi:10.1007/978-3-030-15742-5_55 · Cited by 203 · see citing works
Flexible careers across the life course: Advancing theory, research and practice
Tomlinson, J., Baird, M., Berg, P., & Cooper, R. (2017) · Human Relations · doi:10.1177/0018726717733313 · Cited by 194 · see citing works
Beyond the Self-expressive Creative Worker
Christopherson, S. (2008) · Theory Culture & Society · doi:10.1177/0263276408097797 · Cited by 161 · see citing works
Nota, L., Santilli, S., & Soresi, S. (2016) · The Career Development Quarterly · doi:10.1002/cdq.12037 · Cited by 111 · see citing works
The Role of Unemployment in the Rise in Alternative Work Arrangements
Katz, L. F., & Krueger, A. (2017) · American Economic Review · doi:10.1257/aer.p20171092 · Cited by 95 · see citing works
Understanding Trends in Alternative Work Arrangements in the United States
Katz, L. F., & Krueger, A. B. (2019) · RSF The Russell Sage Foundation Journal of the Social Sciences · doi:10.7758/rsf.2019.5.5.07 · Cited by 93 · see citing works
Marlow, J., & Dabbish, L. (2014) · ACM Conference on Computer-Supported Cooperative Work & Social Computing (CSCW) · doi:10.1145/2531602.2531651 · Cited by 88 · see citing works
Self-citationChapter 5 Brave New Digital Work? New Forms of Performance Control in Crowdwork
Gerber, C., & Krzywdzinski, M. (2019) · Research in the Sociology of Work · doi:10.1108/s0277-283320190000033008 · Cited by 84 · see citing works
Additional Labors of the Entrepreneurial Self
Avle, S., Hui, J. S., Lindtner, S., & Dillahunt, T. R. (2019) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3359320 · Cited by 81 · see citing works
Women (Still) Ask For Less: Gender Differences in Hourly Rate in an Online Labor Marketplace
Foong, E., Vincent, N., Hecht, B., & Gerber, E. M. (2018) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3274322 · Cited by 80 · 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
Skill networks and measures of complex human capital
Anderson, K. A. (2017) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1706597114 · Cited by 74 · see citing works
Designing Future Employment Applications for Underserved Job Seekers
Dillahunt, T. R., Lam, J., Lu, A. J., & Wheeler, E. (2018) · Designing Interactive Systems Conference · doi:10.1145/3196709.3196770 · Cited by 70 · see citing works
Ways of Knowing When Research Subjects Care
Howard, D., & Irani, L. (2019) · Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems · doi:10.1145/3290605.3300327 · Cited by 70 · see citing works
Hui, J. S., Toyama, K., Pal, J., & Dillahunt, T. R. (2018) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3274340 · Cited by 67 · see citing works
Sliter, M. T., & Boyd, E. M. (2014) · Journal of Organizational Behavior · doi:10.1002/job.1944 · Cited by 63 · see citing works
Community Collectives: Low-tech Social Support for Digitally-Engaged Entrepreneurship
Hui, J., Barber, N. R., Casey, W., Cleage, S., Dolley, D. C., Worthy, F., Toyama, K., & Dillahunt, T. R. (2020) · International Conference on Human Factors in Computing Systems · doi:10.1145/3313831.3376363 · Cited by 62 · see citing works
Do Massive Open Online Course Platforms Support Employability?
Dillahunt, T. R., Ng, S., Fiesta, M., & Wang, Z. (2016) · ACM Conference on Computer Supported Cooperative Work (CSCW) · doi:10.1145/2818048.2819924 · Cited by 55 · see citing works
Dillahunt, T. R., & Lu, A. J. (2019) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3290605.3300808 · Cited by 48 · see citing works
Career Mentoring in Online Communities
Tomprou, M., Dabbish, L., Kraut, R. E., & Liu, F. (2019) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3290605.3300883 · Cited by 44 · see citing works
Self-citationWorkplace learning in crowdwork
Margaryan, A. (2019) · Journal of Workplace Learning · doi:10.1108/jwl-10-2018-0126 · Cited by 43 · see citing works
Graham, M., & Anwar, M. A. (2019) · Routledge eBooks · doi:10.4324/9780429317866-13 · Cited by 40 · see citing works
Dillahunt, T. R., & Hsiao, J. C.-Y. (2020) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3313831.3376717 · Cited by 37 · see citing works
Distributed Apprenticeship in Online Communities
Hui, J. S., Easterday, M. W., & Gerber, E. M. (2018) · Human-Computer Interaction · doi:10.1080/07370024.2018.1469409 · Cited by 33 · see citing works
Margaryan, A. (2019) · Human Computation · doi:10.15346/hc.v6i1.5 · Cited by 31 · see citing works
Understanding the Skill Provision in Gig Economy from A Network Perspective
Huang, K., Yao, J., & Yin, M. (2019) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3359234 · Cited by 27 · see citing works
Re-Thinking the Ethical: Everyday Shifts of Care in Biogerontology
Latimer, J., & de la Bellacasa, M. P. (2017) · Routledge eBooks · doi:10.4324/9781315094342-11 · Cited by 23 · see citing works
Navigating Uncertainty in the Future of Work
Blaising, A., Kotturi, Y., & Kulkarni, C. E. (2019) · CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA) · doi:10.1145/3290607.3312922 · Cited by 22 · see citing works
Self-citationStuck in the middle with you: The Transaction Costs of Corporate Employees Hiring Freelancers
Lustig, C., Rintel, S., Scult, L., & Suri, S. (2020) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3392842 · Cited by 21 · see citing works
Foong, E. (2019) · International ACM SIGGROUP Conference on Supporting Group Work (GROUP) · doi:10.1145/3323994.3371017 · Cited by 13 · see citing works
Reconceptualizing Mentoring at Work: A Developmental Network Perspective
Higgins, M. C., & Kram, K. E. (2001) · The Academy of Management Review · doi:10.2307/259122
Information Seeking during Organizational Entry: Influences, Tactics, and a Model of the Process
Miller, V. D., & Jablin, F. M. (1991) · The Academy of Management Review · doi:10.2307/258608
THOMSON, R., HENDERSON, S., & HOLLAND, J. (2003) · Educational Review · doi:10.1080/00131910303249
Flagged first, then by citations
Research works printed but not linked: 5
- Allie Blaising, David Askay, Yasmine Kotturi, and Chinmay Kulkarni. 2018. A Qualitative Investigation of Unmet Information-Seeking Needs of Online Workers. In 24th Americas Conference on Information Systems, AMCIS 2018, New Orleans, LA, USA, August 16-18, 2018. Association for Information Systems. https://aisel.aisnet.org/amcis2018/ VirtualCC/Presentations/2
- A France, G Bendelow, and S Williams. 2000. A 'Risky. Business: Researching the Health Beliefs of Children and Young People', in Researching Children's Perspectives, eds A. Lewis & G. Lindsay, Open University Press, Buckingham, pp. 150Á62 (2000).
- Dylan Andrew Kreis et al. 2019. A typology of online labor platforms. Ph.D. Dissertation.
- Hatim Ali Rahman. 2019. Invisible Cages: Algorithmic Evaluations in Online Labor Markets. Ph.D. Dissertation. Stanford University.
- MIT Technology Review. 2019. The work of the future: shaping technology and institutions -Future of Work Hub. https: //www.futureofworkhub.info/allcontent/2019/9/21/the-work-of-the-future-shaping-technology-and-institutions
Cited by
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Self-branding strategies of online freelancers on Upwork
Blyth, D. L., Jarrahi, M. H., Lutz, C., & Newlands, G. (2022) · New Media & Society · doi:10.1177/14614448221108960 · Cited by 66 · see citing works
Burnout in software engineering: A systematic mapping study
Tulili, T. R., Capiluppi, A., & Rastogi, A. (2022) · Information and Software Technology · doi:10.1016/j.infsof.2022.107116 · Cited by 61 · 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
Dedema, M., & Rosenbaum, H. (2024) · Journal of the Association for Information Science and Technology · doi:10.1002/asi.24868 · Cited by 49 · see citing works
“Blaising et al. ( 2021) pointed out another kind of barrier — it is hard for gig workers to transfer their experience and reputation across platforms.”
BackgroundPlatformization of Inequality: Gender and Race in Digital Labor Platforms
Muñoz, I., Kim, P., O’Neil, C., Dunn, M., & Sawyer, S. (2024) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3637385 · Cited by 47 · see citing works
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Hsieh, J., Karger, M., Zagal, L., & Zhu, H. (2023) · Designing Interactive Systems Conference · doi:10.1145/3563657.3595982 · Cited by 36 · see citing works
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Gussek, L., & Wiesche, M. (2023) · Business & Information Systems Engineering · doi:10.1007/s12599-023-00812-z · Cited by 31 · see citing works
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Gussek, L., & Wiesche, M. (2024) · Information Systems Journal · doi:10.1111/isj.12509 · Cited by 31 · see citing works
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Srihita, R. H., Goli, G., Rajyalaxmi, M., & Ravindran, G. (2025) · International Journal of Engineering Business Management · doi:10.1177/18479790241310362 · Cited by 28 · see citing works
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Abug, N. B., Navales, B. B., Calderon, R., Jesus, E. R. E. D., & Garcia, E. N. (2023) · International Journal of Business Technology and Organizational Behavior (IJBTOB) · doi:10.52218/ijbtob.v3i3.275 · Cited by 2 · see citing works
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Kim, P., Lewandowski, T., Dunn, M., & Sawyer, S. (2026) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3816979 · Cited by 1 · see citing works
Moderating the Workplace: Governing Communication Channels for Platform Workers
Kusk, K., Nouwens, M., & Lee, M. K. (2026) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3772318.3790554 · Cited by 1 · see citing works
Ashraf, R., Hussain, M. M., Haq, A. U., Ullah, A., & Fatima, I. (2024) · MIGRATION LETTERS · doi:10.59670/ml.v21is7.9136 · Cited by 1 · see citing works
Xiao, L., Mahamed, M., & Bidin, R. B. H. (2023) · Studies in Media and Communication · doi:10.11114/smc.v11i7.6385
Trajectories of precariousness of tuk-tuk drivers in Portugal
Roque, I. M. B., do Carmo, R. M., Caleiras, J., & de Assis, R. V. (2024) · Work Organisation Labour & Globalisation · doi:10.13169/workorgalaboglob.18.2.176
Risk Management in Freelance Translation: Mitigating Uncertainty in Client Relationships
Al-Tarawneh, A. (2025) · Studies in computational intelligence · doi:10.1007/978-3-031-77925-1_32
Questrion: Online freelancing portal using hybrid matching algorithm
Jain, A. M., Rancap, S., Roxas, R. J., & Pelaez, M. J. (2025) · AIP conference proceedings · doi:10.1063/5.0262815
-, V. L. P., -, G. A. S., & Rosete, M. A. (2025) · International Journal For Multidisciplinary Research · doi:10.36948/ijfmr.2025.v07i02.38081
Stuck in the Loop of Unemployment
Oskarsen, J. S., Verne, G., Bratteteig, T., & Nordlie, L. (2025) · Computer Supported Cooperative Work (CSCW) · doi:10.1007/s10606-025-09515-3
Skill Recommendation based on Real-World Task Market Logs: A Case Study
Oishi, K., Ito, H., Toyoda, M., & Morishima, A. (2025) · ACM Collective Intelligence Conference (CI) · doi:10.1145/3715928.3737472
FREELANCE AS A SPECIAL FORM OF EMPLOYMENT AND LABOR RELATIONS IN MODERN CONDITIONS
Юрчик, Г. (2025) · Social Economics · doi:10.26565/2524-2547-2025-69-06
Platform Economy: Temporary Workplace, Permanent Emotion
Prerana, Nanda, P., & Kumar, V. (2026) · Lecture notes in electrical engineering · doi:10.1007/978-981-95-6063-9_47
Care Workers' Risk Work: How Nannies Manage Invisible Threats in Employers' Homes
Jeong, S., Lee, J., Lee, M. A., & Chen, Y. (2026) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3772318.3791901
Upskilling with Generative AI: Practices and Challenges for Freelance Knowledge Workers
Imteyaz, K., Hurtado, I. L., Rajpal, N., Shin, H., & Savage, S. (2026) · Annual Symposium on Human-Computer Interaction for Work (CHIWORK) · doi:10.1145/3808045.3808068
Ahmed, A. A., & Isak, M. L. (2026) · Frontiers in Sociology · doi:10.3389/fsoc.2026.1842865
Parker, S. H. S., & Leonardi, P. M. (2026) · Administrative Science Quarterly · doi:10.1177/00018392261464889
Improving Competitiveness: A Freelancer-Centric Approach for Recommending Reskilling Strategies
Liu, H., Yu, S., He, S. X., Wen, W., & Chai, Y. (2026) · Information Systems Research · doi:10.1287/isre.2023.0790
- Authors
- Blaising, A., Kotturi, Y., Kulkarni, C., & Dabbish, L.
- Affiliations
- Carnegie Mellon University (US)
- Venue
- Proceedings of the ACM on Human-Computer Interaction
- Published
- 2021-01-05
- Volume
- 4
- Issue
- CSCW3
- Pages
- 1-29
- ISSN
- 2573-0142 (ISSN-L)
- OpenAlex
- W3119277565
- Cited by
- 57
- References
- 49
- Citations by year
- 2026: 8 · 2025: 15 · 2024: 10 · 2023: 12 · 2022: 9 · 2021: 3
- FWCI
- 11.78
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Proceedings of the ACM on Human-Computer Interaction (publishedVersion)
- Topics
- Social Sciences › Sociology and Political Science › Digital Economy and Work Transformation
- Health Sciences › Health Professions › General Health Professions › Employment and Welfare Studies
- Physical Sciences › Computer Science › Computer Science Applications › Mobile Crowdsensing and Crowdsourcing
- Keywords
- online freelancing, freelancers, career development, freelancing platforms, career change, career exploration, entrepreneurship education, professional reputation, skill transfer, long-term engagement, platform design
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