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“We don't need no (higher) education” - How the gig economy challenges the education-income paradigm

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  • Herrmann, Andrea M.
  • Zaal, Petra M.
  • Chappin, Maryse M.H.
  • Schemmann, Brita
  • Lühmann, Amelie

Abstract

The empirical relationship between educational attainment and pay levels has been widely acknowledged in the labour-economic and labour-sociology literatures. While the causalities underlying this relationship are not conclusively established, researchers broadly agree that higher educational attainment leads to higher income levels in dependent employment, temporary hiring, and freelancing alike. The ‘gig economy’, where workers complete jobs mediated by online platforms, challenges this paradigm as gig workers can access jobs without any educational certificates. Building a theoretical framework based on agency-driven accounts, we investigate whether we can empirically observe a relationship between educational attainment and wage levels in the gig economy. Our OLS regression analyses of 1607 gig workers in 14 Western economies illustrate no statistically significant correlation. Instead, the platform's review system as well as the gig workers' level of previous job experience serve as the major signalling mechanisms that help to reduce information asymmetry. Qualitative insights gained from in-depth interviews explain this finding by revealing how gig workers gain the necessary qualifications for their jobs, most importantly, through self-study, learning-by-doing, and trial-and-error processes. Our findings therefore point out that advanced educational credentials are only of limited use for gig workers.

Suggested Citation

  • Herrmann, Andrea M. & Zaal, Petra M. & Chappin, Maryse M.H. & Schemmann, Brita & Lühmann, Amelie, 2023. "“We don't need no (higher) education” - How the gig economy challenges the education-income paradigm," Technological Forecasting and Social Change, Elsevier, vol. 186(PA).
  • Handle: RePEc:eee:tefoso:v:186:y:2023:i:pa:s0040162522006576
    DOI: 10.1016/j.techfore.2022.122136
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    1. Caselli, Francesco, 2005. "Accounting for Cross-Country Income Differences," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 9, pages 679-741, Elsevier.
    2. Alison L. Booth & Marco Francesconi & Jeff Frank, 2002. "Temporary Jobs: Stepping Stones Or Dead Ends?," Economic Journal, Royal Economic Society, vol. 112(480), pages 189-213, June.
    3. Jahn, Elke J. & Pozzoli, Dario, 2013. "The pay gap of temporary agency workers — Does the temp sector experience pay off?," Labour Economics, Elsevier, vol. 24(C), pages 48-57.
    4. Caselli, Francesco, 2005. "Accounting for cross-country income differences," LSE Research Online Documents on Economics 5266, London School of Economics and Political Science, LSE Library.
    5. Albrecht, James W., 1981. "A procedure for testing the signalling hypothesis," Journal of Public Economics, Elsevier, vol. 15(1), pages 123-132, February.
    6. Card, David, 1999. "The causal effect of education on earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 30, pages 1801-1863, Elsevier.
    7. Joseph G. Altonji & Nicolas Williams, 2005. "Do Wages Rise with Job Seniority? A Reassessment," ILR Review, Cornell University, ILR School, vol. 58(3), pages 370-397, April.
    8. Gill, Andrew M, 1988. "Choice of Employment Status and the Wages of Employees and the Self-employed: Some Further Evidence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 3(3), pages 229-234, July-Sept.
    9. Gary S. Becker, 1964. "Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, First Edition," NBER Books, National Bureau of Economic Research, Inc, number beck-5, March.
    10. Krueger, Alan & Rouse, Cecilia, 1998. "The Effect of Workplace Education on Earnings, Turnover, and Job Performance," Journal of Labor Economics, University of Chicago Press, vol. 16(1), pages 61-94, January.
    11. Eugene A. Kroch & Kriss Sjoblom, 1994. "Schooling as Human Capital or a Signal: Some Evidence," Journal of Human Resources, University of Wisconsin Press, vol. 29(1), pages 156-180.
    12. Jie Ren & William Yeoh & Mong Shan Ee & AleÅ¡ PopoviÄ, 2018. "Online consumer reviews and sales: Examining the chicken†egg relationships," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 69(3), pages 449-460, March.
    13. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    14. De Groen, Willem Pieter & Maselli, Ilaria & Fabo, Brian, 2016. "The Digital Market for Local Services: A one-night stand for workers? An example from the on-demand economy," CEPS Papers 11438, Centre for European Policy Studies.
    15. Arkes, Jeremy, 1999. "What Do Educational Credentials Signal and Why Do Employers Value Credentials?," Economics of Education Review, Elsevier, vol. 18(1), pages 133-141, February.
    16. Layard, Richard & Psacharopoulos, George, 1974. "The Screening Hypothesis and the Returns to Education," Journal of Political Economy, University of Chicago Press, vol. 82(5), pages 985-998, Sept./Oct.
    17. Justin Van Der Sluis & Mirjam Van Praag & Wim Vijverberg, 2008. "Education And Entrepreneurship Selection And Performance: A Review Of The Empirical Literature," Journal of Economic Surveys, Wiley Blackwell, vol. 22(5), pages 795-841, December.
    18. Marios Kokkodis & Panagiotis G. Ipeirotis, 2016. "Reputation Transferability in Online Labor Markets," Management Science, INFORMS, vol. 62(6), pages 1687-1706, June.
    19. Jason Chan & Jing Wang, 2018. "Hiring Preferences in Online Labor Markets: Evidence of a Female Hiring Bias," Management Science, INFORMS, vol. 64(7), pages 2973-2994, July.
    20. Theodore W. Schultz, 1962. "Reflections on Investment in Man," NBER Chapters, in: Investment in Human Beings, pages 1-8, National Bureau of Economic Research, Inc.
    21. Antonio Moreno & Christian Terwiesch, 2014. "Doing Business with Strangers: Reputation in Online Service Marketplaces," Information Systems Research, INFORMS, vol. 25(4), pages 865-886, December.
    22. de Wolff, P. & van Slijpe, A. R. D., 1973. "The relation between income, intelligence, education and social background," European Economic Review, Elsevier, vol. 4(3), pages 235-264, October.
    23. Estrella Gomez-Herrera & Bertin Martens & Frank Muller-Langer, 2017. "Trade, competition and welfare in global online labour markets: A "gig economy" case study," JRC Working Papers on Digital Economy 2017-05, Joint Research Centre.
    24. Perri, T. J., 1995. "Testing for ability when job assignment is a signal," Labour Economics, Elsevier, vol. 2(1), pages 106-107, March.
    25. Zhang, Jason Q. & Craciun, Georgiana & Shin, Dongwoo, 2010. "When does electronic word-of-mouth matter? A study of consumer product reviews," Journal of Business Research, Elsevier, vol. 63(12), pages 1336-1341, December.
    26. Jacob Mincer, 1975. "Education, Experience, and the Distribution of Earnings and Employment: An Overview," NBER Chapters, in: Education, Income, and Human Behavior, pages 71-94, National Bureau of Economic Research, Inc.
    27. Kinshuk Jerath & Peter S. Fader & Bruce G. S. Hardie, 2011. "New Perspectives on Customer "Death" Using a Generalization of the Pareto/NBD Model," Marketing Science, INFORMS, vol. 30(5), pages 866-880, September.
    28. Caselli, Francesco, 2005. "Accounting for cross-country income differences," LSE Research Online Documents on Economics 3567, London School of Economics and Political Science, LSE Library.
    29. Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66, pages 281-281.
    30. Schemmann, Brita & Herrmann, Andrea M. & Chappin, Maryse M.H. & Heimeriks, Gaston J., 2016. "Crowdsourcing ideas: Involving ordinary users in the ideation phase of new product development," Research Policy, Elsevier, vol. 45(6), pages 1145-1154.
    31. Gerald Friedman, 2014. "Workers without employers: shadow corporations and the rise of the gig economy," Review of Keynesian Economics, Edward Elgar Publishing, vol. 2(2), pages 171-188, April.
    32. Amanda Pallais, 2014. "Inefficient Hiring in Entry-Level Labor Markets," American Economic Review, American Economic Association, vol. 104(11), pages 3565-3599, November.
    33. Michael Spence, 1973. "Job Market Signaling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 87(3), pages 355-374.
    34. De Stefano, Valerio., 2016. "The rise of the "just-in-time workforce" : on-demand work, crowdwork and labour protection in the "gig-economy"," ILO Working Papers 994899823402676, International Labour Organization.
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