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Wage discrimination in the NBA: Evidence using free agent signings

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  • Candon Johnson
  • Eduardo Minuci

Abstract

This article takes a step toward understanding potential causes of wage discrimination in an economy highly dependent on the service industry. Traditionally categorized within the service industry, professional sport leagues such as the National Basketball Association (NBA) provides a unique setting to examine the potential impact of race on salary. We analyze free agency contract signings, which allow us to better capture the determinants of players' wages, from 2011 to 2017 to investigate the prominence of wage discrimination in the NBA. Using weighted linear regression models and the Oaxaca–Blinder decomposition, we find that Black athletes are paid significantly less than their counterparts. In addition, we also identify the presence of consumer discrimination after controlling the exposure of a player to the audience, which is observed through the interaction term between the share of MSA population which is White and an identifier for whether a player is Black.

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  • Candon Johnson & Eduardo Minuci, 2020. "Wage discrimination in the NBA: Evidence using free agent signings," Southern Economic Journal, John Wiley & Sons, vol. 87(2), pages 517-539, October.
    • Handle: RePEc:wly:soecon:v:87:y:2020:i:2:p:517-539
    DOI: 10.1002/soej.12461
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    References listed on IDEAS

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    1. Candon Johnson & Joshua Hall, 2018. "Do National Basketball Association players need higher salaries to play in high tax states? Evidence from free agents," Applied Economics Letters, Taylor & Francis Journals, vol. 25(5), pages 359-361, March.
    2. Nancy J. Burnett & Lee James Van Scyoc, 2015. "Compensation Discrimination for Defensive Players," Journal of Sports Economics, , vol. 16(4), pages 375-389, May.
    3. Holmes, Paul, 2011. "New evidence of salary discrimination in major league baseball," Labour Economics, Elsevier, vol. 18(3), pages 320-331, June.
    4. Elder, Todd E. & Goddeeris, John H. & Haider, Steven J., 2010. "Unexplained gaps and Oaxaca-Blinder decompositions," Labour Economics, Elsevier, vol. 17(1), pages 284-290, January.
    5. Christopher A. Parsons & Johan Sulaeman & Michael C. Yates & Daniel S. Hamermesh, 2011. "Strike Three: Discrimination, Incentives, and Evaluation," American Economic Review, American Economic Association, vol. 101(4), pages 1410-1435, June.
    6. Becker, Gary S., 1971. "The Economics of Discrimination," University of Chicago Press Economics Books, University of Chicago Press, edition 2, number 9780226041162, September.
    7. Joseph Price & Justin Wolfers, 2010. "Racial Discrimination Among NBA Referees," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(4), pages 1859-1887.
    8. Stefan Szymanski, 2010. "A Market Test for Discrimination in the English Professional Soccer Leagues," Palgrave Macmillan Books, in: Football Economics and Policy, chapter 6, pages 136-150, Palgrave Macmillan.
    9. Erick Eschker & Stephen Perez & Mark Siegler, 2004. "The NBA and the influx of international basketball players," Applied Economics, Taylor & Francis Journals, vol. 36(10), pages 1009-1020.
    10. Ben Jann, 2008. "The Blinder–Oaxaca decomposition for linear regression models," Stata Journal, StataCorp LP, vol. 8(4), pages 453-479, December.
    11. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    12. Kevin Lang & Michael Manove, 2011. "Education and Labor Market Discrimination," American Economic Review, American Economic Association, vol. 101(4), pages 1467-1496, June.
    13. Peter A. Groothuis & James Richard Hill, 2013. "Pay Discrimination, Exit Discrimination or Both? Another Look at an Old Issue Using NBA Data," Journal of Sports Economics, , vol. 14(2), pages 171-185, April.
    14. Kahn, Lawrence M & Sherer, Peter D, 1988. "Racial Differences in Professional Basketball Players' Compensation," Journal of Labor Economics, University of Chicago Press, vol. 6(1), pages 40-61, January.
    15. Brahim Boudarbat & Marie Connolly, 2013. "The gender wage gap among recent postsecondary graduates in Canada: a distributional approach," Canadian Journal of Economics, Canadian Economics Association, vol. 46(3), pages 1037-1065, August.
    16. Roger D. Blair & Eva Marikova Leeds & Michael A. Leeds, 2017. "Monopsony Power in the Labor Market of Nippon Professional Baseball," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 38(5), pages 689-696, July.
    17. Neal, Derek A & Johnson, William R, 1996. "The Role of Premarket Factors in Black-White Wage Differences," Journal of Political Economy, University of Chicago Press, vol. 104(5), pages 869-895, October.
    18. Hoang, Ha & Rascher, Dan, 1999. "The NBA, Exit Discrimination, and Career Earnings," MPRA Paper 3542, University Library of Munich, Germany.
    19. Adam J. Hoffer & Ryan Freidel, 2014. "Does salary discrimination persist for foreign athletes in the NBA?," Applied Economics Letters, Taylor & Francis Journals, vol. 21(1), pages 1-5, January.
    20. 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.
    21. Örn B. Bodvarsson & Brad R. Humphreys, 2013. "Labor Market Discrimination And Capital: The Effects Of Fan Discrimination On Stadium And Arena Construction," Contemporary Economic Policy, Western Economic Association International, vol. 31(3), pages 604-617, July.
    22. Kevin Lang & Jee-Yeon K. Lehmann, 2012. "Racial Discrimination in the Labor Market: Theory and Empirics," Journal of Economic Literature, American Economic Association, vol. 50(4), pages 959-1006, December.
    23. Quinn Andrew Wesley Keefer, 2013. "Compensation Discrimination for Defensive Players," Journal of Sports Economics, , vol. 14(1), pages 23-44, February.
    24. Barton Hughes Hamilton, 1997. "Racial discrimination and professional basketball salaries in the 1990s," Applied Economics, Taylor & Francis Journals, vol. 29(3), pages 287-296.
    25. David Bjerk, 2007. "The Differing Nature of Black-White Wage Inequality Across Occupational Sectors," Journal of Human Resources, University of Wisconsin Press, vol. 42(2).
    26. Brad R. Humphreys & Candon Johnson, 2020. "The Effect of Superstars on Game Attendance: Evidence From the NBA," Journal of Sports Economics, , vol. 21(2), pages 152-175, February.
    27. L. J. Van Scyoc & N. J. Burnett, 2013. "How times have changed: racial discrimination in the market for sports memorabilia (baseball cards)," Applied Economics Letters, Taylor & Francis Journals, vol. 20(9), pages 875-878, June.
    28. Mark Gius & Donn Johnson, 1998. "An empirical investigation of wage discrimination in professional basketball," Applied Economics Letters, Taylor & Francis Journals, vol. 5(11), pages 703-705.
    29. 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.
    30. Olugbenga Ajilore, 2014. "Do white NBA players suffer from reverse discrimination?," Economics Bulletin, AccessEcon, vol. 34(1), pages 558-566.
    31. David Berri & R. Jewell, 2004. "Wage inequality and firm performance: Professional basketball's natural experiment," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 32(2), pages 130-139, June.
    32. Hausman, Jerry A & Leonard, Gregory K, 1997. "Superstars in the National Basketball Association: Economic Value and Policy," Journal of Labor Economics, University of Chicago Press, vol. 15(4), pages 586-624, October.
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    3. David J. Berri & Richard C. K. Burdekin & Christian Deutscher, 2022. "Nationality Effects on the Allocation of Playing Time in the Chinese Basketball Association: Xenophilia or Xenophobia?," Journal of Sports Economics, , vol. 23(2), pages 156-174, February.
    4. Johnny Ducking & Peter A. Groothuis, 2023. "Positional Segregation and Career Length in Major League Baseball in the 1990s," Journal of Economics, Race, and Policy, Springer, vol. 6(3), pages 149-159, September.
    5. Forth, John & Theodoropoulos, Nikolaos, 2022. "Earnings Discrimination in the Workplace," GLO Discussion Paper Series 1110, Global Labor Organization (GLO).
    6. Christopher Jepsen, 2023. "Determinants of Career Exits and Career Breaks in Women's Professional Basketball," Journal of Sports Economics, , vol. 24(8), pages 1055-1075, December.
    7. Joseph Kuehn & Filippo Rebessi, 2023. "The Importance of Team Fit for NBA Rookies’ Career Earnings," Journal of Sports Economics, , vol. 24(3), pages 285-309, April.

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