THE GIG ECONOMY'S FLEXIBILITY PREMIUM: A COST-BENEFIT ANALYSIS OF LABOR MARKET PRECARITY
DOI:
https://doi.org/10.58329/criss.v4i3.189Abstract
Abstract Views: 23
This paper presents the first detailed cost-benefit analysis of the premium of flexibility in gig work based on administrative tax survey data and primary survey data on 10,000 gig workers on large platforms (Uber, TaskRabbit, Upwork) in 2022-2024. We estimate a mean gross flexibility premium of 4.20 hours per hour the wage difference workers are paid to have scheduling flexibility. This premium is however more than compensated by this precarity costs of: health insurance setbacks (costs of $2.80/hr), retirement contribution losses (costs of 1.45/hr), self-employment taxes penalties (costs of 0.95/hr), risk of income volatility (costs of 0.40/hr) and gaps in workers compensation (costs of 0.20/hr). Net welfare analysis finds that the median worker has negative net hourly returns of -1.60, but this has a considerable level of heterogeneity: high-skilled freelancers ( Upwork ) have net returns of +3.20/hour and low-skill platform workers ( Uber, TaskRabbit ) have net returns of -3.10/hour. Age stratifying reveals workers below 35 years experiencing -2.40/ hour net expenses because of lower minimum wages and higher insurance costs, and workers over 55 years experiencing -0.80/ hour because of lowered health cost gaps because of Medicare eligibility. Analysis of tax records shows that income volatility is 3.4 times greater among gig workers as opposed to traditional workers, with 34 percent of the gig workers experiencing fluctuation in income greater than 50 percent every month-to-month. Systematic misperception of survey data, 72% of new gig workers are overestimating the value of flexibility by 40-60% and underestimating the costs of benefits. Simulations of policies show that a portable benefits mandate would drive net costs to -$0.50/hour and 85 percent of flexibility value will be maintained. We suggest the Flexibility-Precarity Transparency Act of which platforms will reveal the real net earnings after making benefits adjustments. The results are important to the portable benefits legislation, platform regulation and worker classification controversies.
Keywords:
gig economy, labor precarity, flexibility premium, cost-benefit analysis, platform labor, contingent work
References
Abraham, K. G., & Houseman, S. N. (2024). "Measuring the gig economy: Current knowledge and open issues." IZA World of Labor.
ADP Research Institute. (2025). "The gig economy: A tale of two labor markets." ADP Workforce Vitality Report, November.
American Action Forum. (2025). "The importance of protecting portable benefits." Daily Dish, August 15.
Bureau of Labor Statistics. (2017). Contingent and Alternative Employment Arrangements, May 2017. US Department of Labor.
Bureau of Labor Statistics. (2024). Contingent and Alternative Employment Arrangements, May 2024. US Department of Labor.
Cassidy, B. (2025). "Chair Cassidy outlines proposals to empower independent workers." U.S. Senate Committee on Health, Education, Labor, and Pensions, April 23.
Chen, M. K., Rossi, P. E., Chevalier, J. A., & Oehlsen, E. (2019). "The value of flexible work: Evidence from Uber drivers." Journal of Political Economy, 127(6), 2735-2794.
Dunn, A., Houdré, C., & Jaravel, X. (2024). "Tax records reveal gig economy income volatility." AEA Papers and Proceedings, 114, 201-206.
Economic Policy Institute. (2025). "Workers need real security and flexibility, not pro-employer portable benefits proposals." EPI Blog, July 17.
Farrell, D., & Greig, F. (2024). "The online platform economy: Has growth peaked?" JPMorgan Chase Institute. Geneva Association. (2022). Gig Economy Work: Mind the Protection Gaps. March.
Harris, S. D., & Krueger, A. B. (2015). "A proposal for modernizing labor laws for twenty-first-century work: The 'independent worker'." The Hamilton Project Discussion Paper.
Katz, L. F., & Krueger, A. B. (2019). "The rise and nature of alternative work arrangements in the United States, 1995-2015." ILR Review, 72(2), 382-416.
Koustas, D. (2023). "Consumption smoothing and the welfare cost of income volatility." Review of Economics and Statistics, 105(2), 223-239.
Makhmanazarov, J., et al. (2025). "The rise of gig economies: How freelancing is reshaping labor markets." Asian Journal of Economics, Business and Accounting, 25(5), 503-518.
Mas, A., & Pallais, A. (2020). "Alternative work arrangements." Annual Review of Economics, 12, 459-479.
Miller Shah LLP. (2025). "New portable benefits bill aims to help gig workers, but classification battles remain." Miller Shah Blog, July 21.
Parker, G. G., Van Alstyne, M. W., & Choudary, S. P. (2023). Platform Revolution: How Networked Markets Are Transforming the Economy. W.W. Norton.
Rosen, S. (1986). "The theory of equalizing differences." Handbook of Labor Economics, 1, 641-692.
Rosenblat, A., & Stark, L. (2016). "Algorithmic labor and information asymmetries: A case study of Uber's drivers." International Journal of Communication, 10, 3758-3784.
Standing, G. (2011). The Precariat: The New Dangerous Class. Bloomsbury Academic.
The Interview Guys. (2025). "The state of the gig economy in 2025: A comprehensive analysis." Interview Guys Blog, November 10.
Wood, A. J., Graham, M., Lehdonvirta, V., & Hjorth, I. (2019). "Good gig, bad gig: Autonomy and algorithmic control in the global gig economy." Work, Employment and Society, 33(1), 56-75.
World Bank. (2023). Working Without Borders: Online Gig Work. World Development Report Background Paper.
Ahmed, N., Sheikh, A. A., Mahboob, F., Ali, M. S. E., Jasińska, E., Jasiński, M., ... & Burgio, A. (2022). Energy diversification: a friend or foe to economic growth in Nordic countries? A novel energy diversification approach. Energies, 15(15), 5422.
Brohi, N. A., Qureshi, M. A., Shaikh, D. H., Mahboob, F., Asif, Z., & Brohi, A. (2024). Trickle Down Effect of Toxic Leadership Pandemic on Employee Counterproductive Work Behavior: In Retrospect to SDGs, Laws, Regulations, and ILO Provisions. Journal of Entrepreneurship, Management, and Innovation, 6(3), 392-417.
Brohi, N. A., Qureshi, M. A., Shaikh, D. H., Mahboob, F., Asif, Z., & Brohi, A. (2024). Nexus between servant leadership, green knowledge sharing, green capacities, green service innovation, and green competitive advantage in the hospitality sector of Pakistan: An SDG & ESG stakeholder compliance framework. J. Mark, 6, 211-433.
Jamal, A., & Mahboob, F. (2024). Does HR analytics moderate the relationship between hrm activities and organizational creativity?. Priority-The International Business Review, 2(2), 454-469.
Junejo, I., Ali, U.A., Qureshi, M.A., Katper, N., Rahoo, L.A., Saraih, U.N.B., Mediating role of firm size for ethical E-Procurement implementation: Employee Perception from SMEs (2023), Russian Law Journal.
Junejo, I., Qureshi, M.A., Mehmood, A., Mehboob, A., Impact of Buyers dependence and Absorptive Capacity on Business Performace: The moderating role ethical long term relationship (2023). Russian Law Journal
Kakepoto, I., Said, H., Habil, H., Umrani, A. I., & Memon, I. A. (2013). Analyzing oral communication apprehension prevailing among engineers in engineering workplace of Pakistan. Journal of Economics and Sustainable Development, 4(3), 255-261.
Katper, N. K., Chaudhry, N. I., Tunio, M. N., & Ali, M. A. (2020). Impact of leadership style and organizational culture on organizational commitment. Sukkur IBA Journal of Management and Business, 7(1), 92-106.
Katper, N. K., Shaikh, S. S., Anand, V., & Ali, N. I. (2018). Analysing the impact of managerial ownership on the performance of shariah-compliant firms in Pakistan. International Business Research, 11(11), 55-66.
Katper, N. K., Tunio, M. N., Hussain, N., Junejo, A., & Gilal, F. G. (2020). COVID-19 crises: global economic shocks vs Pakistan economic shocks. Advances in Science, Technology and Engineering Systems Journal, 5(4), 645-654.
Khan, A. H., Wagan, A. A., & Umrani, A. I. (2021). Use of social media as an interactive teaching aid in developing countries. International Journal on Emerging Technologies, 12(1), 225–227.
Kumar, K., Wagan, A. A., Khuhro, M. A., Umrani, A., Chhajro, A., Hafeez, A., & Laghari, A. A. (2020). Texture based FACE recognition using GLCM and LBP schemes. Indian Journal of Science and Technology, 13(13), 1401-1411. https://doi.org/10.17485/IJST/v13i13.118
Laghari, A. A., Laghari, R. A., Wagan, A. A., & Umrani, A. I. (2020). Effect of Packet Loss and Reorder on Quality of Audio Streaming. EAI Endorsed Transactions on Scalable Information Systems, 7(24). https://doi.org/10.4108/eai.13-7-2018.160390
Lal, M., Kumar, K., Wagan, A. A., Laghari, A. A., Khuhro, M. A., Saeed, U., ... & Chahjro, M. A. (2020). A systematic study of Urdu language processing its tools and techniques: A review. International Journal of Engineering and Technical Research, 9(12), 37-43.
Qadr, T., Abbasi, S. F., & Ahmed, S. (2024). Cultivating Positivity: Role of Gratitude and Psychological Well-Being among Undergraduate Psychology Students. International Journal of Trends and Innovations in Business & Social Sciences, 2(3), 332-343.
Qureshi, M.A., Raza, S.A., Kolachi, I.A., Sarwar, A., Khan, K.A., Influence of front-desk staff service quality on students’ affective commitment, trust, and word-of-mouth in higher education (2022), Asian Academy of Management Journal, Universiti Sains Malaysia, DOI: https://doi.org/10.21315/aamj2022.27.1.2
Rafique, M. O., Saeed, A., Anis, M., Mahboob, F., & Ghaffar, A. (2022). Analysis of makhārij (relaxations) in AAOIFI Sharīʿah standards for Islamic banks. Journal of Xidian University, 16(5). https://doi.org/10.37896/jxu16.5/047
Rafique, M. O., Saeed, A., Anis, M., Mahboob, F., Ghaffar, A., & Jalbani, A. A. (2022). Isomorphic pressures on Shari’ah board members in Islamic banks (to apply the legal stratagems in IF products). Journal of Xidian University, 16(5), 489–502. https://doi.org/10.37896/jxu16.5/049
Rafique, M. O., Uddin, I., Abdullah, A. S. C., & Fatoni, M. A. W. (2021). Mitigating Shari'ah Risk through Hiyal (Legal Stratagems): A Classical and Effective Technique. COMSATS Journal of Islamic Finance (CJIF), 6(2).
Rao, A. A., & Rafeeq, M. U. (2019). An Analysis of Imposed Charity (Iltizām-e-Taṣadduq) in Islamic Banking. Journal of Religious Studies, 2(1), 1-15.
Raza, S. A., Ahmed, S., Asif, A., & Rani, A. (2023). The impact of burnout on the psychological well-being of ESL students in higher education environment. Siazga Research Journal, 2(3), 147-156.
Rehman, S. U., Mehboob, I., Mahboob, F., & Khan, S. N. (2023). Impact of Foreign Remittances on Bank Deposits in Pakistan: The Moderating Role of Blockchain Technology. Business Review of Digital Revolution, 3(2), 53-60.
Shaikh, S. S., Shah, S. A. S., Katpar, N. K., & Shah, S. K. B. (2019). Factors affecting work-life balance of women working in NGOs of Pakistan. The Women-Annual Research Journal of Gender Studies, 11(11).
Shaikh, Z. A., Pahore, M. R., Umrani, A. I., Memon, S., & Jamali, S. (2020). Reforming Teaching and Learning through applying EdTech in campuses. Dilemas Contemporaneos: Educacion, Politica y Valores, 7(2).
Shaikh, Z. A., Umrani, A. I., Jumani, A. K., & Laghari, A. A. (2019). Technology enhanced learning: a digital timeline learning system for higher educational institutes. International Journal of Computer Science and Network Security, 19(10), 1-5.
Shen, Z., Zhao, M., & Zaib, K. (2024). Unearthing the art of storytelling: A closer look at Sir Arther Canon Doyle’s B24. International Journal of English Language and Literature Studies, 13(2), 173-187.
Uddin, I., Sabri, R., Bhatti, M. I., Rafique, M. O., & AsadUllah, M. (2022). Islamic capital markets: The structure, formation and management of sukuk. Routledge.
Downloads
Published
How to Cite
Issue
Section
