Digital Work, Earnings Premiums, and the Gender Gap: Evidence from Pakistan's Labour Force Survey 2024–25

Shoib, Zulekha and Lohana, Sneha (2026): Digital Work, Earnings Premiums, and the Gender Gap: Evidence from Pakistan's Labour Force Survey 2024–25.

Abstract

Digital labor platforms and online work are rapidly growing in Pakistan, yet rigorous empirical evidence on the effect of this growth on Wages is very scarce. This paper uses the recent Labor Force Survey 2024- 2025, the first national dataset to separately identify online and digital workers, to examine three related questions: whether digital work generates a wage premium over traditional employment, whether this premium differs by gender, and the characteristics of individuals to predict entry into digital work. Using Mincer's equation, OLS regression on a restricted sample of 24406 workers, this research estimates a premium for digital work while controlling for age, gender, education, and job characteristics. The findings reveal that the conditional earnings premium is a 6.97%. Heterogeneity analysis across gender shows that digital work does not bridge the gender wage gap, as women face 22.5% earning penalty in both digital and physical work. Platform analysis shows differences in premiums for different kinds of online jobs. The probit model shows that people with higher education, especially those with higher computer qualifications and living in urban areas, have a significant increase in probability of entering and participating in the digital labor market. Overall, the findings suggest that while digital work is associated with higher earnings, its benefits are uneven across workers and types of online employment.

• Item Type: MPRA Paper
• Language: English
• Keywords: Digital work; Online labour platforms; Earnings premium; Gender wage gap; Platform heterogeneity; Pakistan
• Subjects: J - Labor and Demographic Economics > J1 - Demographic Economics > J15 - Economics of Minorities, Races, Indigenous Peoples, and Immigrants ; Non-labor Discrimination; J - Labor and Demographic Economics > J3 - Wages, Compensation, and Labor Costs > J31 - Wage Level and Structure ; Wage Differentials; J - Labor and Demographic Economics > J4 - Particular Labor Markets > J41 - Labor Contracts; J - Labor and Demographic Economics > J4 - Particular Labor Markets > J46 - Informal Labor Markets; O - Economic Development, Innovation, Technological Change, and Growth > O3 - Innovation ; Research and Development ; Technological Change ; Intellectual Property Rights > O33 - Technological Change: Choices and Consequences ; Diffusion Processes

References

Waqar, Ahmed. “What Do We Know about the Online Freelancing Market in Pakistan.” PIDE Knowledge Brief, Pakistan Institute of Development Economics, 2024, ideas.repec.org/p/pid/kbrief/2024116.html.

Mincer, Jacob. The Human Capital Earnings Function. 1974.

Lemieux, Thomas, et al. “Performance Pay and Wage Inequality.” Quarterly Journal of Economics, vol. 124, no. 1, 2009, pp. 1–49. https://doi.org/10.1162/qjec.2009.124.1.1.

Kässi, Otto, and Vili Lehdonvirta. “Online Labour Index: Measuring the Online Gig Economy for Policy and Research.” Technological Forecasting and Social Change, vol. 137, 2018, pp. 241–248.

Lemieux, Thomas. “Postsecondary Education and Increasing Wage Inequality.” American Economic Review, vol. 96, no. 2, 2006, pp. 195–199. https://doi.org/10.1257/000282806777211667.

Horton, John J. “Online Labor Markets.” SSRN Electronic Journal, 2010. https://doi.org/10.2139/ssrn.1689743.

Malik, Fizza, et al. “Impact of Digital Training on Earnings: Evidence from Vulnerable Youth in Punjab’s IT Ecosystem.” Pakistan Social Sciences Review, vol. 10, no. 2, 2026, pp. 233–245. https://doi.org/10.35484/pssr.2026(10-II)18.

Afzal, Zeeshan, and Muhammad Zeeshan. “The Rise of Freelancing in Pakistan: Economic Impact on Employment, Income, and Development.” Falcons Journal of Advanced Research, vol. 1, no. 2, 2025, pp. 51–66. https://doi.org/10.63287/690235.

Alnahed, Sumaya, and Helen Hester. “Gender, Visibility, and News Coverage of On-Demand Work during the Pandemic: Representing a Gig Economy.” Autonomy Institute, October 2024.

Stevenson, Betsey, and Justin Wolfers. “Economic Growth and Subjective Well-Being: Reassessing the Easterlin Paradox.” National Bureau of Economic Research Working Paper Series, 2008.