IDEAS home Printed from https://ideas.repec.org/a/eee/eecrev/v141y2022ics0014292121002622.html
   My bibliography  Save this article

Racial bias in newspaper ratings of professional football players

Author

Listed:
  • Principe, Francesco
  • van Ours, Jan C.

Abstract

We study whether there is a racial bias in ratings of professional football players in Italian newspapers. We find that there is such a bias. Conditional on objective performance indicators black players receive a lower rating than non-black players. This is not a difference across the board but predominantly present at the lower end of the newspaper rating distribution. The best black players are not subject to a racial bias in ratings. We also find that clubs do not have a racial bias in the wages they pay to players. We speculate that for clubs there is sufficient competition to remove racial wage discrimination. Clubs simply want value for money. Newspaper football experts do seem to have a racial bias in their rating of players. We hypothesize that this might be unconscious discrimination related to stereotyping of black players.

Suggested Citation

  • Principe, Francesco & van Ours, Jan C., 2022. "Racial bias in newspaper ratings of professional football players," European Economic Review, Elsevier, vol. 141(C).
  • Handle: RePEc:eee:eecrev:v:141:y:2022:i:c:s0014292121002622
    DOI: 10.1016/j.euroecorev.2021.103980
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0014292121002622
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.euroecorev.2021.103980?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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.
    2. Deschamps, Pierre & De Sousa, José, 2021. "Labor mobility and racial discrimination," European Economic Review, Elsevier, vol. 135(C).
    3. Dylan Glover & Amanda Pallais & William Pariente, 2017. "Discrimination as a Self-Fulfilling Prophecy: Evidence from French Grocery Stores," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(3), pages 1219-1260.
    4. Joseph Price & Justin Wolfers, 2010. "Racial Discrimination Among NBA Referees," The Quarterly Journal of Economics, Oxford University Press, vol. 125(4), pages 1859-1887.
    5. Victor A. Ginsburgh & Jan C. van Ours, 2003. "Expert Opinion and Compensation: Evidence from a Musical Competition," American Economic Review, American Economic Association, vol. 93(1), pages 289-296, March.
    6. Ian Preston & Stefan Szymanski, 2000. "Racial Discrimination in English football," Scottish Journal of Political Economy, Scottish Economic Society, vol. 47(4), pages 342-363, September.
    7. 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.
    8. Butler, David & Butler, Robert & Eakins, John, 2021. "Expert performance and crowd wisdom: Evidence from English Premier League predictions," European Journal of Operational Research, Elsevier, vol. 288(1), pages 170-182.
    9. Devin G. Pope & Joseph Price & Justin Wolfers, 2018. "Awareness Reduces Racial Bias," Management Science, INFORMS, vol. 64(11), pages 4988-4995, November.
    10. 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.
    11. Arthur H. Goldsmith & Darrick Hamilton & William Darity Jr, 2006. "Shades of Discrimination: Skin Tone and Wages," American Economic Review, American Economic Association, vol. 96(2), pages 242-245, May.
    12. 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, Oxford University Press, vol. 33(2), pages 295-316, March.
    13. Jeffrey Grogger, 2019. "Speech and Wages," Journal of Human Resources, University of Wisconsin Press, vol. 54(4), pages 926-952.
    14. Marianne Bertrand & Dolly Chugh & Sendhil Mullainathan, 2005. "Implicit Discrimination," American Economic Review, American Economic Association, vol. 95(2), pages 94-98, May.
    15. 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.
    16. Pedro Bordalo & Katherine Coffman & Nicola Gennaioli & Andrei Shleifer, 2016. "Stereotypes," The Quarterly Journal of Economics, Oxford University Press, vol. 131(4), pages 1753-1794.
      • Pedro Bordalo & Katherine Coffman & Nicola Gennaioli & Andrei Shleifer, "undated". "Stereotypes," Working Paper 467407, Harvard University OpenScholar.
      • Pedro Bordalo & Nicola Gennaioli & Andrei Shleifer, 2014. "Stereotypes," NBER Working Papers 20106, National Bureau of Economic Research, Inc.
      • Pedro Bordalo & Katherine Coffman & Nicola Gennaioli & Andrei Shleifer, "undated". "Stereotypes," Working Paper 373306, Harvard University OpenScholar.
      • Pedro Bordalo & Katherine Coffman & Nicola Gennaioli & Andrei Shleifer, 2014. "Stereotypes," Working Paper 200246, Harvard University OpenScholar.
    17. Kevin Lang & Ariella Kahn-Lang Spitzer, 2020. "Race Discrimination: An Economic Perspective," Journal of Economic Perspectives, American Economic Association, vol. 34(2), pages 68-89, Spring.
    18. Eric Zitzewitz, 2006. "Nationalism in Winter Sports Judging and Its Lessons for Organizational Decision Making," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 15(1), pages 67-99, March.
    19. Tom Coupe & Olivier Gergaud & Abdul Noury, 2018. "Biases and Strategic Behaviour in Performance Evaluation: The Case of the FIFA's best soccer player award," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 80(2), pages 358-379, April.
    20. Claudio Lucifora & Rob Simmons, 2003. "Superstar Effects in Sport," Journal of Sports Economics, , vol. 4(1), pages 35-55, February.
    21. Forrest, David & Goddard, John & Simmons, Robert, 2005. "Odds-setters as forecasters: The case of English football," International Journal of Forecasting, Elsevier, vol. 21(3), pages 551-564.
    22. Jonathan Guryan & Kerwin Kofi Charles, 2013. "Taste‐based or Statistical Discrimination: The Economics of Discrimination Returns to its Roots," Economic Journal, Royal Economic Society, vol. 123(11), pages 417-432, November.
    23. 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.
    24. 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.
    25. Mauro Caselli & Paolo Falco, 2021. "When the Mob Goes Silent: Uncovering the Effects of Racial Harassment through a Natural Experiment," DEM Working Papers 2021/01, Department of Economics and Management.
    26. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    27. Edoardo Gallo & Thomas Grund & J. James Reade, 2013. "Punishing the Foreigner: Implicit Discrimination in the Premier League Based on Oppositional Identity," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 75(1), pages 136-156, February.
    28. Laura Giuliano & David I. Levine & Jonathan Leonard, 2011. "Racial Bias in the Manager-Employee Relationship: An Analysis of Quits, Dismissals, and Promotions at a Large Retail Firm," Journal of Human Resources, University of Wisconsin Press, vol. 46(1), pages 26-52.
    29. Michela Carlana, 2019. "Implicit Stereotypes: Evidence from Teachers’ Gender Bias," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(3), pages 1163-1224.
    30. Ignacio Palacios-Huerta, 2014. "Beautiful Game Theory: How Soccer Can Help Economics," Economics Books, Princeton University Press, edition 1, number 10260.
    31. repec:eee:labchp:v:3:y:1999:i:pc:p:3143-3259 is not listed on IDEAS
    32. David Neumark, 2018. "Experimental Research on Labor Market Discrimination," Journal of Economic Literature, American Economic Association, vol. 56(3), pages 799-866, September.
    33. Jeffrey Grogger, 2011. "Speech Patterns and Racial Wage Inequality," Journal of Human Resources, University of Wisconsin Press, vol. 46(1), pages 1-25.
    34. Vincenzo Carrieri & Andrew M. Jones & Francesco Principe, 2020. "Productivity Shocks and Labour Market Outcomes for Top Earners: Evidence from Italian Serie A," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(3), pages 549-576, June.
    35. Forrest, David & Simmons, Robert, 2000. "Forecasting sport: the behaviour and performance of football tipsters," International Journal of Forecasting, Elsevier, vol. 16(3), pages 317-331.
    36. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    37. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Fischer, Kai & Reade, J. James & Schmal, W. Benedikt, 2022. "What cannot be cured must be endured: The long-lasting effect of a COVID-19 infection on workplace productivity," Labour Economics, Elsevier, vol. 79(C).
    2. Rachel Scarfe & Carl Singleton & Adesola Sunmoni & Paul Telemo, 2024. "The age‐wage‐productivity puzzle: Evidence from the careers of top earners," Economic Inquiry, Western Economic Association International, vol. 62(2), pages 584-606, April.
    3. Asmat, Roberto & Borowiecki, Karol J. & Law, Marc T., 2023. "Do experts and laypersons differ? Some evidence from international classical music competitions," Journal of Economic Behavior & Organization, Elsevier, vol. 214(C), pages 270-290.
    4. Subhasish M. Chowdhury & Sarah Jewell & Carl Singleton, 2023. "Can Awareness Reduce (and Reverse) Identity-driven Bias in Judgement? Evidence from International Cricket," Economics Discussion Papers em-dp2023-10, Department of Economics, University of Reading.
    5. Caselli, Mauro & Falco, Paolo & Somekh, Babak, 2022. "Inside the NBA Bubble: How Black Players Performed Better without Fans," GLO Discussion Paper Series 1178, Global Labor Organization (GLO).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. 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.
    2. Kaltenberg, Mary & Foster-McGregor, Neil, 2020. "The impact of automation on inequality across Europe," MERIT Working Papers 2020-009, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    3. Deschamps, Pierre & De Sousa, José, 2021. "Labor mobility and racial discrimination," European Economic Review, Elsevier, vol. 135(C).
    4. Fortin, Nicole & Lemieux, Thomas & Firpo, Sergio, 2011. "Decomposition Methods in Economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 1, pages 1-102, Elsevier.
    5. Barry Reilly, 2014. "Labour market discrimination," Chapters, in: John Goddard & Peter Sloane (ed.), Handbook on the Economics of Professional Football, chapter 15, pages 238-258, Edward Elgar Publishing.
    6. repec:hal:spmain:info:hdl:2441/6ftmcu468j8a49bft2hrpi6uql is not listed on IDEAS
    7. Richard Faltings & Alex Krumer & Michael Lechner, 2023. "Rot‐Jaune‐Verde: On linguistic bias of referees in Swiss soccer," Kyklos, Wiley Blackwell, vol. 76(3), pages 380-406, August.
    8. Victor Chernozhukov & Iván Fernández‐Val & Blaise Melly, 2013. "Inference on Counterfactual Distributions," Econometrica, Econometric Society, vol. 81(6), pages 2205-2268, November.
    9. J. Michelle Brock & Ralph De Haas, 2023. "Discriminatory Lending: Evidence from Bankers in the Lab," American Economic Journal: Applied Economics, American Economic Association, vol. 15(2), pages 31-68, April.
    10. Vincenzo Carrieri & Francesco Principe & Michele Raitano, 2018. "What makes you ‘super-rich’? New evidence from an analysis of football players’ wages," Oxford Economic Papers, Oxford University Press, vol. 70(4), pages 950-973.
    11. Ramos, Raul & Sanromá, Esteban & Simón, Hipólito, 2022. "Collective bargaining levels, employment and wage inequality in Spain," Journal of Policy Modeling, Elsevier, vol. 44(2), pages 375-395.
    12. Luis Ayala & Javier Mart n-Rom n & Juan Vicente, 2023. "What Contributes to Rising Inequality in Large Cities?," LIS Working papers 850, LIS Cross-National Data Center in Luxembourg.
    13. Zhu, Rong, 2016. "Wage differentials between urban residents and rural migrants in urban China during 2002–2007: A distributional analysis," China Economic Review, Elsevier, vol. 37(C), pages 2-14.
    14. Sonja C. Kassenboehmer & Mathias G. Sinning, 2014. "Distributional Changes in the Gender Wage Gap," ILR Review, Cornell University, ILR School, vol. 67(2), pages 335-361, April.
    15. Trinh Thi, Huong & Simioni, Michel & Thomas-Agnan, Christine, 2018. "Decomposition of changes in the consumption of macronutrients in Vietnam between 2004 and 2014," Economics & Human Biology, Elsevier, vol. 31(C), pages 259-275.
    16. Domenico Depalo & Raffaela Giordano & Evangelia Papapetrou, 2015. "Public–private wage differentials in euro-area countries: evidence from quantile decomposition analysis," Empirical Economics, Springer, vol. 49(3), pages 985-1015, November.
    17. Michał Brzeziński & Katarzyna Sałach, 2020. "Why wealth inequality differs between post-socialist countries?," Working Papers 2020-14, Faculty of Economic Sciences, University of Warsaw.
    18. Rosalia Castellano & Gaetano Musella & Gennaro Punzo, 2019. "Exploring changes in the employment structure and wage inequality in Western Europe using the unconditional quantile regression," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 46(2), pages 249-304, May.
    19. Bedaso, Fenet Jima, 2024. "Occupational Segregation and the Gender Wage Gap: Evidence from Ethiopia," GLO Discussion Paper Series 1393, Global Labor Organization (GLO).
    20. Bar-Eli, Michael & Krumer, Alex & Morgulev, Elia, 2020. "Ask not what economics can do for sports - Ask what sports can do for economics," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 89(C).
    21. Lippens, Louis & Vermeiren, Siel & Baert, Stijn, 2023. "The state of hiring discrimination: A meta-analysis of (almost) all recent correspondence experiments," European Economic Review, Elsevier, vol. 151(C).

    More about this item

    Keywords

    Racial bias; Newspaper ratings; Professional football;
    All these keywords.

    JEL classification:

    • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination
    • J71 - Labor and Demographic Economics - - Labor Discrimination - - - Hiring and Firing
    • L82 - Industrial Organization - - Industry Studies: Services - - - Entertainment; Media
    • L83 - Industrial Organization - - Industry Studies: Services - - - Sports; Gambling; Restaurants; Recreation; Tourism

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:eecrev:v:141:y:2022:i:c:s0014292121002622. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/eer .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.