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Price and prejudice: Gender discrimination in online marketplaces

Author

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  • Asad, Sher Afghan
  • Ahmad, Husnain Fateh
  • Majid, Hadia

Abstract

We investigate gender discrimination in an online marketplace in Pakistan. Employing buyer profiles that signal gender, we experimentally engage in transactions with sellers on the platform. We find no evidence of discrimination in pricing or product quality, suggesting that digital marketplaces may neutralize traditional economic biases. However, significant gender differences persist in non-price interactions. Female buyers are significantly more likely to receive unsolicited messages and friend requests following transactions, primarily from male accounts. Linguistic analysis further reveals that male sellers exhibit greater verbosity, enthusiasm, and flirtatiousness towards female buyers. While these interactions may not constitute overt harassment, in conservative and patriarchal settings, such unsolicited contact – regardless of intent – can carry reputational and social costs for women. Our findings highlight that online marketplaces, even as they remove discrimination on economic outcomes, may pose subtle barriers to equitable participation.

Suggested Citation

  • Asad, Sher Afghan & Ahmad, Husnain Fateh & Majid, Hadia, 2025. "Price and prejudice: Gender discrimination in online marketplaces," Journal of Development Economics, Elsevier, vol. 177(C).
  • Handle: RePEc:eee:deveco:v:177:y:2025:i:c:s0304387825000914
    DOI: 10.1016/j.jdeveco.2025.103540
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    as
    1. Yoav Benjamini & Abba M. Krieger & Daniel Yekutieli, 2006. "Adaptive linear step-up procedures that control the false discovery rate," Biometrika, Biometrika Trust, vol. 93(3), pages 491-507, September.
    2. Esther Duflo, 2012. "Women Empowerment and Economic Development," Journal of Economic Literature, American Economic Association, vol. 50(4), pages 1051-1079, December.
    3. Anderson, Michael L., 2008. "Multiple Inference and Gender Differences in the Effects of Early Intervention: A Reevaluation of the Abecedarian, Perry Preschool, and Early Training Projects," Journal of the American Statistical Association, American Statistical Association, vol. 103(484), pages 1481-1495.
    4. Gary Charness & Brian Jabarian & John A. List, 2023. "Generation Next: Experimentation with AI," NBER Working Papers 31679, National Bureau of Economic Research, Inc.
    5. Anne Fitzpatrick, 2017. "Shopping While Female: Who Pays Higher Prices and Why?," American Economic Review, American Economic Association, vol. 107(5), pages 146-149, May.
    6. Charles Bellemare & Luc Bissonnette & Sabine Kröger, 2014. "Statistical Power of Within and Between-Subjects Designs in Economic Experiments," CESifo Working Paper Series 5055, CESifo.
    7. Phelps, Edmund S, 1972. "The Statistical Theory of Racism and Sexism," American Economic Review, American Economic Association, vol. 62(4), pages 659-661, September.
    8. Castillo, Marco & Petrie, Ragan & Torero, Maximo & Vesterlund, Lise, 2013. "Gender differences in bargaining outcomes: A field experiment on discrimination," Journal of Public Economics, Elsevier, vol. 99(C), pages 35-48.
    9. Gharad Bryan & James J Choi & Dean Karlan, 2025. "Randomizing Religion: the Impact of Protestant Evangelism on Economic Outcomes," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(1), pages 293-380.
    10. John A. List, 2004. "The Nature and Extent of Discrimination in the Marketplace: Evidence from the Field," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 49-89.
    11. repec:oup:qjecon:v:136:y:2021:i:1:p:293-380. is not listed on IDEAS
    12. David P Byrne & Leslie A Martin & Jia Sheen Nah, 2022. "Price Discrimination by Negotiation: a Field Experiment in Retail Electricity [“Redistribution through Markets,”]," The Quarterly Journal of Economics, Oxford University Press, vol. 137(4), pages 2499-2537.
    13. John A. List & Azeem M. Shaikh & Yang Xu, 2019. "Multiple hypothesis testing in experimental economics," Experimental Economics, Springer;Economic Science Association, vol. 22(4), pages 773-793, December.
    14. Benjamin Edelman & Michael Luca & Dan Svirsky, 2017. "Racial Discrimination in the Sharing Economy: Evidence from a Field Experiment," American Economic Journal: Applied Economics, American Economic Association, vol. 9(2), pages 1-22, April.
    15. Ayres, Ian & Siegelman, Peter, 1995. "Race and Gender Discrimination in Bargaining for a New Car," American Economic Review, American Economic Association, vol. 85(3), pages 304-321, June.
    16. Kelley,Erin Munro & Lane,Gregory & Pecenco,Matthew Giovanni & Rubin,Edward, 2022. "Customer Discrimination in the Workplace: Evidence from Online Sales," Policy Research Working Paper Series 10228, The World Bank.
    17. Goldberg, Pinelopi Koujianou, 1996. "Dealer Price Discrimination in New Car Purchases: Evidence from the Consumer Expenditure Survey," Journal of Political Economy, University of Chicago Press, vol. 104(3), pages 622-654, June.
    18. Ahmad, Husnain F & Banuri, Sheheryar & Bokhari, Farasat, 2024. "Discrimination in healthcare: A field experiment with Pakistan's transgender community," Labour Economics, Elsevier, vol. 87(C).
    19. Chen, Yutong, 2024. "Does the gig economy discriminate against women? Evidence from physicians in China," Journal of Development Economics, Elsevier, vol. 169(C).
    20. Asad, Sher Afghan & Banerjee, Ritwik & Bhattacharya, Joydeep, 2023. "Do workers discriminate against their out-group employers? Evidence from an online platform economy," Journal of Economic Behavior & Organization, Elsevier, vol. 216(C), pages 221-242.
    21. Yan Chen & Sherry Xin Li, 2009. "Group Identity and Social Preferences," American Economic Review, American Economic Association, vol. 99(1), pages 431-457, March.
    22. Schaerer, Michael & du Plessis, Christilene & Nguyen, My Hoang Bao & van Aert, Robbie C.M. & Tiokhin, Leo & Lakens, Daniël & Giulia Clemente, Elena & Pfeiffer, Thomas & Dreber, Anna & Johannesson, Mag, 2023. "On the trajectory of discrimination: A meta-analysis and forecasting survey capturing 44 years of field experiments on gender and hiring decisions," Organizational Behavior and Human Decision Processes, Elsevier, vol. 179(C).
    23. John List & Sally Sadoff & Mathis Wagner, 2011. "So you want to run an experiment, now what? Some simple rules of thumb for optimal experimental design," Experimental Economics, Springer;Economic Science Association, vol. 14(4), pages 439-457, November.
    24. Yulia Evsyukova & Felix Rusche & Wladislaw Mill, 2025. "LinkedOut? A Field Experiment on Discrimination in Job Network Formation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 140(1), pages 283-334.
    25. Michelitch, Kristin, 2015. "Does Electoral Competition Exacerbate Interethnic or Interpartisan Economic Discrimination? Evidence from a Field Experiment in Market Price Bargaining," American Political Science Review, Cambridge University Press, vol. 109(1), pages 43-61, February.
    26. Stefano DellaVigna, 2018. "Structural Behavioral Economics," NBER Working Papers 24797, National Bureau of Economic Research, Inc.
    27. Clément de Chaisemartin & Jaime Ramirez-Cuellar, 2024. "At What Level Should One Cluster Standard Errors in Paired and Small-Strata Experiments?," American Economic Journal: Applied Economics, American Economic Association, vol. 16(1), pages 193-212, January.
    28. Shelley A. Phipps & Peter S. Burton, 1998. "What’s Mine is Yours? The Influence of Male and Female Incomes on Patterns of Household Expenditure," Economica, London School of Economics and Political Science, vol. 65(260), pages 599-613, November.
    29. J. Aislinn Bohren & Alex Imas & Michael Rosenberg, 2019. "The Dynamics of Discrimination: Theory and Evidence," American Economic Review, American Economic Association, vol. 109(10), pages 3395-3436, October.
    30. Ian Ayres & Mahzarin Banaji & Christine Jolls, 2015. "Race effects on eBay," RAND Journal of Economics, RAND Corporation, vol. 46(4), pages 891-917, October.
    31. Christopher A Cotropia & Jonathan S Masur & David L Schwartz, 2023. "Gender Discrimination in Online Markets," American Law and Economics Review, American Law and Economics Association, vol. 25(1), pages 228-267.
    32. Morten Størling Hedegaard & Jean-Robert Tyran, 2018. "The Price of Prejudice," American Economic Journal: Applied Economics, American Economic Association, vol. 10(1), pages 40-63, January.
    33. Christine L. Exley & Muriel Niederle & Lise Vesterlund, 2020. "Knowing When to Ask: The Cost of Leaning In," Journal of Political Economy, University of Chicago Press, vol. 128(3), pages 816-854.
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    JEL classification:

    • J71 - Labor and Demographic Economics - - Labor Discrimination - - - Hiring and Firing
    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments

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