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Rot‐Jaune‐Verde: On linguistic bias of referees in Swiss soccer

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  • Richard Faltings
  • Alex Krumer
  • Michael Lechner

Abstract

We utilize data from 5,010 soccer games in the top two Swiss divisions between the 2005/06 and 2018/19 seasons. In these games, a referee can share the same linguistic area with one of the teams. Using referee‐per‐season fixed effects, we find that referees issue significantly more penalties, in the form of yellow cards, to teams that are not from the referee's linguistic area. We also find some evidence, in the highest level league only, that referees issue more red cards to teams that are not from their linguistic area and that away teams achieve fewer points when home teams share the same linguistic area with the referee. Our analyses suggest that referees' bias is likely to be subconscious and reflexive rather than being a deliberate act of discrimination.

Suggested Citation

  • 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.
  • Handle: RePEc:bla:kyklos:v:76:y:2023:i:3:p:380-406
    DOI: 10.1111/kykl.12332
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    1. 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.
    2. Michela Ponzo & Vincenzo Scoppa, 2018. "Does the Home Advantage Depend on Crowd Support? Evidence From Same-Stadium Derbies," Journal of Sports Economics, , vol. 19(4), pages 562-582, May.
    3. Peeters, Thomas, 2018. "Testing the Wisdom of Crowds in the field: Transfermarkt valuations and international soccer results," International Journal of Forecasting, Elsevier, vol. 34(1), pages 17-29.
    4. Bryson R. Pope & Nolan G. Pope, 2015. "Own-Nationality Bias: Evidence From Uefa Champions League Football Referees," Economic Inquiry, Western Economic Association International, vol. 53(2), pages 1292-1304, April.
    5. Phelps, Edmund S, 1972. "The Statistical Theory of Racism and Sexism," American Economic Review, American Economic Association, vol. 62(4), pages 659-661, September.
    6. Faltings, Richard & Krumer, Alex & Lechner, Michael, 2019. "Rot-Jaune-Verde. Language and Favoritism: Evidence from Swiss Soccer," Economics Working Paper Series 1915, University of St. Gallen, School of Economics and Political Science.
    7. Raul Caruso & Marco Di Domizio & David A. Savage, 2017. "Differences in National Identity, Violence and Conflict in International Sport Tournaments: Hic Sunt Leones!," Kyklos, Wiley Blackwell, vol. 70(4), pages 511-545, November.
    8. Scoppa, Vincenzo, 2021. "Social pressure in the stadiums: Do agents change behavior without crowd support?," Journal of Economic Psychology, Elsevier, vol. 82(C).
    9. Angerer, Silvia & Glätzle-Rützler, Daniela & Lergetporer, Philipp & Sutter, Matthias, 2016. "Cooperation and discrimination within and across language borders: Evidence from children in a bilingual city," European Economic Review, Elsevier, vol. 90(C), pages 254-264.
    10. 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.
    11. Alex Krumer & Michael Lechner, 2018. "Midweek Effect On Soccer Performance: Evidence From The German Bundesliga," Economic Inquiry, Western Economic Association International, vol. 56(1), pages 193-207, January.
    12. Bryson, Alex & Dolton, Peter & Reade, J. James & Schreyer, Dominik & Singleton, Carl, 2021. "Causal effects of an absent crowd on performances and refereeing decisions during Covid-19," Economics Letters, Elsevier, vol. 198(C).
    13. Thomas Dohmen & Jan Sauermann, 2016. "Referee Bias," Journal of Economic Surveys, Wiley Blackwell, vol. 30(4), pages 679-695, September.
    14. Pettersson-Lidbom, Per & Priks, Mikael, 2010. "Behavior under social pressure: Empty Italian stadiums and referee bias," Economics Letters, Elsevier, vol. 108(2), pages 212-214, August.
    15. William Greene, 2004. "The behaviour of the maximum likelihood estimator of limited dependent variable models in the presence of fixed effects," Econometrics Journal, Royal Economic Society, vol. 7(1), pages 98-119, June.
    16. Santos Silva, J.M.C. & Tenreyro, Silvana, 2011. "Further simulation evidence on the performance of the Poisson pseudo-maximum likelihood estimator," Economics Letters, Elsevier, vol. 112(2), pages 220-222, August.
    17. Fidrmuc, Jan & Ginsburgh, Victor & Weber, Shlomo, 2009. "Voting on the choice of core languages in the European Union," European Journal of Political Economy, Elsevier, vol. 25(1), pages 56-62, March.
    18. Marianne Bertrand & Dolly Chugh & Sendhil Mullainathan, 2005. "Implicit Discrimination," American Economic Review, American Economic Association, vol. 95(2), pages 94-98, May.
    19. Levitt, Steven D, 2004. "Testing Theories of Discrimination: Evidence from Weakest Link," Journal of Law and Economics, University of Chicago Press, vol. 47(2), pages 431-452, October.
    20. Alex Krumer & Felix Otto & Tim Pawlowski, 2022. "Nationalistic bias among international experts: evidence from professional ski jumping," Scandinavian Journal of Economics, Wiley Blackwell, vol. 124(1), pages 278-300, January.
    21. Lago-Peñas Carlos & Rey Ezequiel & Kalén Anton, 2019. "How does Video Assistant Referee (VAR) modify the game in elite soccer?," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 19(4), pages 646-653, July.
    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. 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.
    24. J. M. C. Santos Silva & Silvana Tenreyro, 2006. "The Log of Gravity," The Review of Economics and Statistics, MIT Press, vol. 88(4), pages 641-658, November.
    25. Guy Elaad & Alex Krumer & Jeffrey Kantor, 2018. "Corruption and Sensitive Soccer Games: Cross-Country Evidence," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 34(3), pages 364-394.
    26. 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.
    27. 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.
    28. Kevin Mongeon & Neil Longley, 2015. "Testing for Ethnicity Discrimination among NHL Referees: A Duration Model Approach," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 41(1), pages 86-101, January.
    29. Nils-Christian Bormann & Lars-Erik Cederman & Manuel Vogt, 2017. "Language, Religion, and Ethnic Civil War," Journal of Conflict Resolution, Peace Science Society (International), vol. 61(4), pages 744-771, April.
    30. 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).
    31. Anna Sandberg, 2018. "Competing Identities: A Field Study of In‐group Bias Among Professional Evaluators," Economic Journal, Royal Economic Society, vol. 128(613), pages 2131-2159, August.
    32. Beatrix Eugster & Rafael Lalive & Andreas Steinhauer & Josef Zweimüller, 2017. "Culture, Work Attitudes, and Job Search: Evidence from the Swiss Language Border," Journal of the European Economic Association, European Economic Association, vol. 15(5), pages 1056-1100.
    33. Goller, Daniel & Krumer, Alex, 2020. "Let's meet as usual: Do games played on non-frequent days differ? Evidence from top European soccer leagues," European Journal of Operational Research, Elsevier, vol. 286(2), pages 740-754.
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