Ghost Games
Crowds, Referee Bias, and Home Advantage in European Football Leagues
Keywords:
home advantage, referee bias, covid-19, natural experiments, social pressure, video assisted refereeAbstract
This paper employs multivariate regression analysis using five-years of data from the English, Spanish, Italian, and German first division football leagues which include both matches with crowds and post-COVID crowdless matches to estimate how fans influence home field advantage through referee decisions. Consistent with previous studies, the home team gets fewer fouls, yellow cards, and red cards while getting more penalty kicks in games with crowds. Removing the fans from the stadium eliminates these home advantages coming through referee decisions. Interestingly, removing fans reduces cards given to away teams but does not change cards given to home teams. There is not a similar asymmetry in how fouls and penalty kicks are assigned. We interpret these results to mean that crowds influence referee judgments about how severe an infraction is more than they influence decisions about whether an infraction occurs. We also show that the addition of VAR had little impact on referee decisions and no effect on the home advantage in goal differential. We show that referee decisions play a relatively small role in determining home advantage in game outcomes and that most of the home advantage remains after fans are removed.
References
Balmer, N. J., Nevill, A. M., Lane, A. M., Ward, P., Williams, A. M., and Fairclough, S. H. (2007). Influence of crowd noise on soccer refereeing consistency in soccer. Journal of Sport Behavior, 30(2) 130-145.
Barnett, V., and Hilditch, S. (1993). The effect of an artificial pitch surface on home team performance in football (soccer). Journal of the Royal Statistical Society: Series A (Statistics in Society), 156(1), 39-50. https://doi.org/10.2307/2982859
Boyko, R. H., Boyko, A. R., and Boyko, M. G. (2007). Referee bias contributes to home advantage in English premiership football. Journal of Sports Sciences, 25(11), 1185-1194. https://doi.org/10.1080/02640410601038576
Brown Jr, T. D., Van Raalte, J. L., Brewer, B. W., Winter, C. R., Cornelius, A. E., and Andersen, M. B. (2002). World cup soccer home advantage. Journal of Sport Behavior, 25(2), 134-144.
Buraimo, B., Forrest, D., and Simmons, R. (2010). The 12th man?: Refereeing bias in English and German soccer. Journal of the Royal Statistical Society: Series A (Statistics in Society), 173(2), 431-449. https://doi.org/10.1111/j.1467-985X.2009.00604.x
Buraimo, B., Simmons, R., and Maciaszczyk, M. (2012). Favoritism and referee bias in European soccer: Evidence from the Spanish league and the UEFA champions league. Contemporary Economic Policy, 30(3), 329-343. https://doi.org/10.1111/j.1465-7287.2011.00295.x
Carlos, L., Ezequiel, R., and Anton, K. (2019). How does video assistant referee (VAR) modify the game in elite soccer? International Journal of Performance Analysis in Sport, 19(4), 646-653. https://doi.org/10.1080/24748668.2019.1646521
Clarke, S. R., and Norman, J. M. (1995). Home ground advantage of individual clubs in English soccer. Journal of the Royal Statistical Society: Series D (the Statistician), 44(4), 509-521. https://doi.org/10.2307/2348899
Dilger, A., and Vischer, L. (2020). No home bias in ghost games. Discussion Paper of the Institute for Organisational Economics https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3674876
Dohmen, T., and Sauermann, J. (2016). Referee bias. Journal of Economic Surveys, 30(4), 679-695. https://doi.org/10.1111/joes.12106
Egorov, G. (2020). Jurgen Klopp explains how Liverpool cold still use Anfield advantage even with no fans present. https://tribuna.com/en/liverpoolfc/news/2020-06-23-jurgen-klopp-explains-how-liverpool-could-still-use-anfield-advantage-even-with-no-fans-p/
Endrich, M., and Gesche, T. (2020). Home-bias in referee decisions: Evidence from “Ghost matches” during the Covid19-pandemic. Economics Letters, 197, 109621. https://doi.org/10.1016/j.econlet.2020.109621
Garicano, L., Palacios-Huerta, I., and Prendergast, C. (2005). Favoritism under social pressure. Review of Economics and Statistics, 87(2), 208-216. https://doi.org/10.1162/0034653053970267
Gómez, M. A., Pollard, R., and Luis-Pascual, J. (2011). Comparison of the home advantage in nine different professional team sports in Spain. Perceptual and Motor Skills, 113(1), 150-156. doi: 10.2466/05.PMS.113.4.150-156
Hamilton, T. (2020, June 9,). Bundesliga suggests home advantage a thing of the past in empty stadiums. ESPN.Com. https://www.espn.com/soccer/german-bundesliga/story/4107639/bundesliga-suggests-home-advantage-a-thing-of-the-past-in-empty-stadiums
Han, B., Chen, Q., Lago-Peñas, C., Wang, C., and Liu, T. (2020). The influence of the video assistant referee on the Chinese super league. International Journal of Sports Science & Coaching, 15(5-6), 662-668. https://doi.org/10.1177%2F1747954120938984
Inan, T. (2020). The effect of crowd support on home-field advantage: Evidence from European football. Annals of Applied Sport Science, 8(3), 7-16. http://aassjournal.com/article-1-806-en.html
Jamieson, J. P. (2010). The home field advantage in athletics: A meta-analysis. Journal of Applied Social Psychology, 40(7), 1819-1848. https://doi.org/10.1111/j.1559-1816.2010.00641.x
Kolbinger, O., and Lames, M. (2017). Scientific approaches to technological officiating aids in game sports. Current Issues in Sport Science, (CISS), 2, 1-10 https://doi.org/10.15203/CISS_2017.001
Leite, W. S. (2017). Home advantage: Comparison between the major European football leagues. Athens Journal of Sports, 4(1), 65-74. https://www.athensjournals.gr/sports/2017-4-1-4-Leite.pdf
Loughead, T. M., Carron, A. V., Bray, S. R., and Kim, A. J. (2003). Facility familiarity and the home advantage in professional sports. International Journal of Sport and Exercise Psychology, 1(3), 264-274. https://doi.org/10.1080/1612197X.2003.9671718
Neave, N., and Wolfson, S. (2003). Testosterone, territoriality, and the ‘home advantage’. Physiology & Behavior, 78(2), 269-275. https://doi.org/10.1016/S0031-9384(02)00969-1
Nevill, A. M., Balmer, N. J., and Williams, A. M. (2002). The influence of crowd noise and experience upon refereeing decisions in football. Psychology of Sport and Exercise, 3(4), 261-272. https://doi.org/10.1016/S1469-0292(01)00033-4
Oberhofer, H., Philippovich, T., and Winner, H. (2010). Distance matters in away games: Evidence from the German football league. Journal of Economic Psychology, 31(2), 200-211. https://doi.org/10.1016/j.joep.2009.11.003
Pettersson-Lidbom, P., and Priks, M. (2010). Behavior under social pressure: Empty Italian stadiums and referee bias. Economics Letters, 108(2), 212-214. https://doi.org/10.1016/j.econlet.2010.04.023
Pollard, R. (2002). Evidence of a reduced home advantage when a team moves to a new stadium. Journal of Sports Sciences, 20(9), 969-973. https://doi.org/10.1080/026404102321011724
Pollard, R. (1986). Home advantage in soccer: A retrospective analysis. Journal of Sports Sciences, 4(3), 237-248. https://doi.org/10.1080/02640418608732122
Pollard, R. (2006). Home advantage in soccer: Variations in its magnitude and a literature review of the inter-related factors associated with its existence. Journal of Sport Behavior, 29(2), 169-189. https://search.proquest.com/scholarly-journals/home-advantage-soccer-variations-magnitude/docview/215866196/se-2?accountid=9784
Pollard, R., and Gomez, M. A. (2014). Comparison of home advantage in men's and women's football leagues in Europe. European Journal of Sport Science, 14(sup1), S77-S83. https://doi.org/10.1080/17461391.2011.651490
Pollard, R., and Pollard, G. (2005). Home advantage in soccer: A review of its existence and causes. International Journal of Soccer and Science, 3(1), 28-44. http://repositorio.ucr.ac.cr/bitstream/handle/10669/817/fut-2005-04.pdf?sequence=1&isAllowed=y
Pollard, R., Silva, C. D., and Medeiros, N. C. (2008). Home advantage in football in Brazil: Differences between teams and the effects of distance traveled. Revista Brasileira De Futebol (the Brazilian Journal of Soccer Science), 1(1), 3-10. https://www.researchgate.net/publication/285650377_Home_advantage_in_football_in_Brazil_Differences_between_teams_and_the_effects_of_distance_traveled/link/5693e65108aeab58a9a2bd21/download
Ponzo, M., and Scoppa, V. (2018). Does the home advantage depend on crowd support? evidence from same-stadium derbies. Journal of Sports Economics, 19(4), 562-582. https://doi.org/10.1177%2F1527002516665794
Reade, J. J., Schreyer, D., and Singleton, C. (2020). Echoes: What happens when football is played behind closed doors? Available at SSRN https://dx.doi.org/10.2139/ssrn.3630130
Reade, J. J., and Singleton, C. (2020). European football after COVID-19. In Monica Billio and Simone Varotto (Eds.) A new world post COVID-19: Lessons for business, the finance industry and policy makers (pp. 349-358). Edizioni Ca’Foscari Digital Publishing. http://doi.org/10.30687/978-88-6969-442-4/028
Spitz, J., Moors, P., Wagemans, J., and Helsen, W. F. (2018). The impact of video speed on the decision-making process of sports officials. Cognitive Research: Principles and Implications, 3(1), 1-10. https://doi.org/10.1186/s41235-018-0105-8
Sutter, M., and Kocher, M. G. (2004). Favoritism of agents -the case of referees' home bias. Journal of Economic Psychology, 25(4), 461-469. https://doi.org/10.1016/S0167-4870(03)00013-8
van de Ven, N. (2011). Supporters are not necessary for the home advantage: Evidence from same-stadium derbies and games without an audience. Journal of Applied Social Psychology, 41(12), 2785-2792. https://doi.org/10.1111/j.1559-1816.2011.00865.x