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Racial Disparities in Soccer Player Share Prices: Evidence From an Online Gambling Platform

Author

Listed:
  • Anuja Bajaj
  • Farai Jena
  • Barry Reilly

Abstract

This paper exploits data from a now‐defunct online gambling platform to investigate the extent to which the virtual demand for soccer players, as reflected in a player's share price quoted online, is related to race. The data are drawn from soccer players employed in the highest tier of the top five European leagues and contain a rich array of player‐level productivity and other attributes. The study finds that the skin tone of the player matters with the darker the shade, the lower the player's online purchase price. The statistically significant negative effects are generally found to be concentrated within the bottom part of the unconditional price distribution. In addition, decomposition methods using players classified unambiguously as either “White” or “Black” confirms the presence of an unequal treatment for the latter with the statistically significant effects again detected below the median of the unconditional price distribution. These effects are generally found to be robust to the use of both unweighted and weighted decomposition techniques.

Suggested Citation

  • Anuja Bajaj & Farai Jena & Barry Reilly, 2025. "Racial Disparities in Soccer Player Share Prices: Evidence From an Online Gambling Platform," Bulletin of Economic Research, Wiley Blackwell, vol. 77(3), pages 295-311, July.
    • Handle: RePEc:bla:buecrs:v:77:y:2025:i:3:p:295-311
    DOI: 10.1111/boer.12489
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    References listed on IDEAS

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    1. Daniel Kreisman & Marcos A. Rangel, 2015. "On the Blurring of the Color Line: Wages and Employment for Black Males of Different Skin Tones," The Review of Economics and Statistics, MIT Press, vol. 97(1), pages 1-13, March.
    2. Nola Agha & David J. Berri & Akash Bhat & Jennifer Van Gilder, 2024. "The Effect of National Origin and Skin Color on Playing Time in the WNBA," Journal of Sports Economics, , vol. 25(6), pages 735-752, August.
    3. John Goddard & John O. S. Wilson, 2009. "Racial discrimination in English professional football: evidence from an empirical analysis of players' career progression," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 33(2), pages 295-316, March.
    4. Phelps, Edmund S, 1972. "The Statistical Theory of Racism and Sexism," American Economic Review, American Economic Association, vol. 62(4), pages 659-661, September.
    5. Reilly, Barry & Witt, Robert, 2011. "Disciplinary sanctions in English Premiership Football: Is there a racial dimension?," Labour Economics, Elsevier, vol. 18(3), pages 360-370, June.
    6. Clark Nardinelli & Curtis Simon, 1990. "Customer Racial Discrimination in the Market for Memorabilia: The Case of Baseball," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 105(3), pages 575-595.
    7. Peter Younkin & Venkat Kuppuswamy, 2018. "The Colorblind Crowd? Founder Race and Performance in Crowdfunding," Management Science, INFORMS, vol. 64(7), pages 3269-3287, July.
    8. DiNardo, John & Fortin, Nicole M & Lemieux, Thomas, 1996. "Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach," Econometrica, Econometric Society, vol. 64(5), pages 1001-1044, September.
    9. 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.
    10. José A. F. Machado & José Mata, 2005. "Counterfactual decomposition of changes in wage distributions using quantile regression," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(4), pages 445-465, May.
    11. James Albrecht & Anders Bjorklund & Susan Vroman, 2003. "Is There a Glass Ceiling in Sweden?," Journal of Labor Economics, University of Chicago Press, vol. 21(1), pages 145-177, January.
    12. Melly, Blaise, 2005. "Decomposition of differences in distribution using quantile regression," Labour Economics, Elsevier, vol. 12(4), pages 577-590, August.
    13. John Yinger, 1998. "Evidence on Discrimination in Consumer Markets," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 23-40, Spring.
    14. Joni Hersch, 2008. "Profiling the New Immigrant Worker: The Effects of Skin Color and Height," Journal of Labor Economics, University of Chicago Press, vol. 26(2), pages 345-386, April.
    15. Becker, Gary S., 1971. "The Economics of Discrimination," University of Chicago Press Economics Books, University of Chicago Press, edition 2, number 9780226041162, December.
    16. Patrick Kline & Evan K Rose & Christopher R Walters, 2022. "Systemic Discrimination Among Large U.S. Employers [“Teachers and Student Achievement in the Chicago Public High Schools,”]," The Quarterly Journal of Economics, Oxford University Press, vol. 137(4), pages 1963-2036.
    17. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    18. Srikant Devaraj & Narda R Quigley & Pankaj C Patel, 2018. "The effects of skin tone, height, and gender on earnings," PLOS ONE, Public Library of Science, vol. 13(1), pages 1-22, January.
    19. Ian Gregory-Smith & Alex Bryson & Rafael Gomez, 2023. "Discrimination in a Rank Order Contest: Evidence from the NFL Draft," Journal of Economics, Race, and Policy, Springer, vol. 6(3), pages 215-231, September.
    20. Cotton, Jeremiah, 1988. "On the Decomposition of Wage Differentials," The Review of Economics and Statistics, MIT Press, vol. 70(2), pages 236-243, May.
    21. Gabriel, Paul E & Johnson, Curtis & Stanton, Timothy J, 1995. "An Examination of Customer Racial Discrimination in the Market for Baseball Memorabilia," The Journal of Business, University of Chicago Press, vol. 68(2), pages 215-230, April.
    22. Javier Gardeazabal & Arantza Ugidos, 2005. "Gender wage discrimination at quantiles," Journal of Population Economics, Springer;European Society for Population Economics, vol. 18(1), pages 165-179, July.
    23. David Neumark, 1988. "Employers' Discriminatory Behavior and the Estimation of Wage Discrimination," Journal of Human Resources, University of Wisconsin Press, vol. 23(3), pages 279-295.
    24. Arthur H. Goldsmith & Darrick Hamilton & William Darity, Jr, 2007. "From Dark to Light: Skin Color and Wages Among African-Americans," Journal of Human Resources, University of Wisconsin Press, vol. 42(4).
    25. Patrick Kline, 2011. "Oaxaca-Blinder as a Reweighting Estimator," American Economic Review, American Economic Association, vol. 101(3), pages 532-537, May.
    26. Sergio P. Firpo & Nicole M. Fortin & Thomas Lemieux, 2018. "Decomposing Wage Distributions Using Recentered Influence Function Regressions," Econometrics, MDPI, vol. 6(2), pages 1-40, May.
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