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Selection Biases in Sports Markets

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  • Néstor Gandelman

    (Universidad ORT Uruguay, gandelman@ort.edu.uy)

Abstract

This article tests for the existence of two types of selection biases in sports markets. First, the better-educated players and players of higher socioeconomic background have better outside opportunities. If they decide to follow a professional soccer career, they must be truly good to compensate their higher opportunity costs. Second, if innate athletic talent is distributed equally among the population, we should not find any difference in the performance evaluation of White and non-White players. This potential difference provides a ‘‘market test’’ for discrimination. Using data on the Uruguayan Soccer League in the 2000 and 2001 seasons, we find evidence of these two types of selection biases. Our estimations show a positive relationship between education and performance, education and promotions, socioeconomic background and performance, socioeconomic background and promotions, and discrimination against non-White players in the national league but not with respect to international soccer markets.

Suggested Citation

  • Néstor Gandelman, 2009. "Selection Biases in Sports Markets," Journal of Sports Economics, , vol. 10(5), pages 502-521, October.
  • Handle: RePEc:sae:jospec:v:10:y:2009:i:5:p:502-521
    DOI: 10.1177/1527002509332237
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    References listed on IDEAS

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    1. Newey, Whitney K., 1987. "Efficient estimation of limited dependent variable models with endogenous explanatory variables," Journal of Econometrics, Elsevier, vol. 36(3), pages 231-250, November.
    2. repec:eee:labchp:v:3:y:1999:i:pc:p:3143-3259 is not listed on IDEAS
    3. 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.
    4. Simon Rottenberg, 1956. "The Baseball Players' Labor Market," Journal of Political Economy, University of Chicago Press, vol. 64, pages 242-242.
    5. 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.
    6. Michael Leeds, 2003. "Race, incentives, and opportunities: The importance of timing," The Review of Black Political Economy, Springer;National Economic Association, vol. 30(3), pages 55-69, December.
    7. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, March.
    8. repec:eee:labchp:v:1:y:1986:i:c:p:693-785 is not listed on IDEAS
    9. Michael A. Leeds & Cristen Miller & Judith Stull, 2007. "Interscholastic Athletics and Investment in Human Capital," Social Science Quarterly, Southwestern Social Science Association, vol. 88(3), pages 729-744, September.
    10. Altonji, Joseph G. & Blank, Rebecca M., 1999. "Race and gender in the labor market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 48, pages 3143-3259, Elsevier.
    11. Gary S. Becker, 1964. "Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, First Edition," NBER Books, National Bureau of Economic Research, Inc, number beck-5, March.
    12. Néstor Gandelman, 2008. "Mobility Among Employers and Assortative Matching," Journal of Sports Economics, , vol. 9(4), pages 351-370, August.
    13. Kathryn Wilson, 2001. "The Determinants of Educational Attainment: Modeling and Estimating the Human Capital Model and Education Production Functions," Southern Economic Journal, John Wiley & Sons, vol. 67(3), pages 518-551, January.
    14. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    15. Andrew B. Bernard & Meghan R. Busse, 2004. "Who Wins the Olympic Games: Economic Resources and Medal Totals," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 413-417, February.
    16. Lawrence M. Kahn, 2000. "The Sports Business as a Labor Market Laboratory," Journal of Economic Perspectives, American Economic Association, vol. 14(3), pages 75-94, Summer.
    17. Lawrence M. Kahn, 1991. "Discrimination in Professional Sports: A Survey of the Literature," ILR Review, Cornell University, ILR School, vol. 44(3), pages 395-418, April.
    18. Eleanor Brown & Richard Spiro & Diane Keenan, 1991. "Wage and Nonwage Discrimination in Professional Basketball: Do Fans Affect It?," American Journal of Economics and Sociology, Wiley Blackwell, vol. 50(3), pages 333-345, July.
    19. Carlos Pestana Barros, 2001. "Economic Return on Schooling for Soccer Players," Journal of Sports Economics, , vol. 2(4), pages 369-378, November.
    20. Fred A. Bellemore, 2001. "Racial and Ethnic Employment Discrimination," Journal of Sports Economics, , vol. 2(4), pages 356-368, November.
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    Cited by:

    1. Bukstein, Daniel & Gandelman, Néstor, 2019. "Glass ceilings in research: Evidence from a national program in Uruguay," Research Policy, Elsevier, vol. 48(6), pages 1550-1563.
    2. Alberto Posso & Tim R. L. Fry & Michael Gangemi & George B. Tawadros, 2016. "¡Fútbol!," Journal of Sports Economics, , vol. 17(3), pages 219-233, April.
    3. Martin Grossmann, 2021. "Asymmetric Opportunities After an Unsuccessful Sports Career," Journal of Sports Economics, , vol. 22(5), pages 587-612, June.
    4. Jed DeVaro & Suman Ghosh & Cindy Zoghi, 2018. "Job Characteristics and Labor Market Discrimination in Promotions," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 57(3), pages 389-434, July.
    5. Himanshu Sharma & Anu G. Aggarwal, 2022. "Segmenting Reviewers Based on Reviewer and Review Characteristics," International Journal of Business Analytics (IJBAN), IGI Global, vol. 9(1), pages 1-20, January.

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    More about this item

    Keywords

    sports economics; selection; education;
    All these keywords.

    JEL classification:

    • J63 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Turnover; Vacancies; Layoffs
    • L83 - Industrial Organization - - Industry Studies: Services - - - Sports; Gambling; Restaurants; Recreation; Tourism

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