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Wage Subsidies to Promote Female Hiring: Evidence from Pakistan

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  • Bussolo, Maurizio
  • Lee, Jean Nahrae
  • Mahmud, Mahreen
  • Sarma, Nayantara
  • Williams, Anaise

Abstract

Can employer-side wage subsidies increase hiring women in low female labor force participation settings? This paper tests this using a randomized experiment with 1,227 Pakistani firms on a national jobs platform. Treatment firms were offered a six-month wage subsidy determined via the Becker–DeGroot–Marschak mechanism. They were 11 percentage points more likely to hire a woman, with larger effects for male-only firms. After 18 months, the treatment effect on employing a woman persisted, although the firm-wide share of female employees did not change. Additionally, administrative data show the treated firms reduced male-preference language in job postings, consistent with emerging demand-side shifts.

Suggested Citation

  • Bussolo, Maurizio & Lee, Jean Nahrae & Mahmud, Mahreen & Sarma, Nayantara & Williams, Anaise, 2026. "Wage Subsidies to Promote Female Hiring: Evidence from Pakistan," Policy Research Working Paper Series 11317, The World Bank.
  • Handle: RePEc:wbk:wbrwps:11317
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    References listed on IDEAS

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    1. David McKenzie, 2017. "How Effective Are Active Labor Market Policies in Developing Countries? A Critical Review of Recent Evidence," The World Bank Research Observer, World Bank, vol. 32(2), pages 127-154.
    2. Lawrence F. Katz, 1996. "Wage Subsidies for the Disadvantaged," NBER Working Papers 5679, National Bureau of Economic Research, Inc.
    3. Erica Field & Kate Vyborny, 2022. "Women’s Mobility and Labor Supply: Experimental Evidence from Pakistan," ADB Economics Working Paper Series 655, Asian Development Bank.
    4. James Berry & Greg Fischer & Raymond Guiteras, 2020. "Eliciting and Utilizing Willingness to Pay: Evidence from Field Trials in Northern Ghana," Journal of Political Economy, University of Chicago Press, vol. 128(4), pages 1436-1473.
    5. Leonardo Bursztyn & Alessandra L. González & David Yanagizawa-Drott, 2020. "Misperceived Social Norms: Women Working Outside the Home in Saudi Arabia," American Economic Review, American Economic Association, vol. 110(10), pages 2997-3029, October.
    6. Suresh de Mel & David McKenzie & Christopher Woodruff, 2019. "Labor Drops: Experimental Evidence on the Return to Additional Labor in Microenterprises," American Economic Journal: Applied Economics, American Economic Association, vol. 11(1), pages 202-235, January.
    7. Oriana Bandiera & Iwan Barankay & Imran Rasul, 2011. "Field Experiments with Firms," Journal of Economic Perspectives, American Economic Association, vol. 25(3), pages 63-82, Summer.
    8. Abel,Martin & Carranza,Eliana & Geronimo,Kimberly Jean & Ortega Hesles,Maria Elena, 2022. "Can Temporary Wage Incentives Increase Formal Employment ? Experimental Evidence from Mexico," Policy Research Working Paper Series 10234, The World Bank.
    9. Coville, Aidan & Graff Zivin, Joshua & Reichert, Arndt & Reitmann, Ann-Kristin, 2025. "Quality signaling and demand for renewable energy technology: Evidence from a randomized field experiment," Journal of Development Economics, Elsevier, vol. 176(C).
    10. Rebecca Dizon-Ross & Seema Jayachandran, 2023. "Detecting Mother-Father Differences in Spending on Children: A New Approach Using Willingness-to-Pay Elicitation," American Economic Review: Insights, American Economic Association, vol. 5(4), pages 445-459, December.
    11. Ursula Jaenichen & Gesine Stephan, 2011. "The effectiveness of targeted wage subsidies for hard-to-place workers," Applied Economics, Taylor & Francis Journals, vol. 43(10), pages 1209-1225.
    12. Stefan Wager & Susan Athey, 2018. "Estimation and Inference of Heterogeneous Treatment Effects using Random Forests," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(523), pages 1228-1242, July.
    13. Miriam Bruhn, 2020. "Can Wage Subsidies Boost Employment in the Wake of an Economic Crisis? Evidence from Mexico," Journal of Development Studies, Taylor & Francis Journals, vol. 56(8), pages 1558-1577, July.
    14. James Levinsohn & Neil Rankin & Gareth Roberts & Volker Schöer, 2014. "Wage subsidies and youth employment in South Africa: Evidence from a randomised control trial," Working Papers 02/2014, Stellenbosch University, Department of Economics.
    15. Emanuela Galasso & Martin Ravallion & Agustin Salvia, 2004. "Assisting the Transition from Workfare to Work: A Randomized Experiment," ILR Review, Cornell University, ILR School, vol. 58(1), pages 128-142, October.
    16. Matsuda,Norihiko & Ahmed,Tutan & Nomura,Shinsaku, 2019. "Labor Market Analysis Using Big Data : The Case of a Pakistani Online Job Portal," Policy Research Working Paper Series 9063, The World Bank.
    17. Elisabetta Gentile & Nikita Kohli & Nivedhitha Subramanian & Zunia Tirmazee & Kate Vyborny, 2023. "Barriers to Entry: Decomposing the Gender Gap in Job Search in Urban Pakistan," ADB Economics Working Paper Series 707, Asian Development Bank.
    18. Joshua T. Dean & Seema Jayachandran, 2019. "Changing Family Attitudes to Promote Female Employment," AEA Papers and Proceedings, American Economic Association, vol. 109, pages 138-142, May.
    19. Hamna Ahmed & Mahreen Mahmud & Farah Said & Zunia Tirmazee, 2024. "Encouraging Female Graduates to Enter the Labor Force: Evidence from a Role Model Intervention in Pakistan," Economic Development and Cultural Change, University of Chicago Press, vol. 72(2), pages 919-957.
    20. Conrad Miller & Jennifer Peck & Mehmet Seflek, 2022. "Integration Costs and Missing Women in Firms around the World," AEA Papers and Proceedings, American Economic Association, vol. 112, pages 578-582, May.
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