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Are subjective evaluations biased by social factors or connections? An econometric analysis of soccer referee decisions

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Abstract

Many incentive contracts are based on subjective evaluations and contractual disputes depend on judges’ decisions. However, subjective evaluations raise risks of favouritism and distortions. Sport contests are a fruitful field for testing empirically theories of incentives. In this paper the behaviour of the referees in the Italian soccer (football) league (“Serie A”) is analyzed. Using data on injury (or extra) time subjectively assigned by the referee at the end of the match and controlling for factors which may influence it (players substitutions, yellow and red cards, penalty kicks, etc.), we show that referees are biased in favour of home team, in that injury time is significantly greater if home teams are losing. The refereeing bias increases greatly when there is no running track in the stadium and the crowd is close to the pitch. Following the 2006 “Serie A” scandal we test whether favouritism emerges towards teams suspected of connections with referees finding that these teams obtain favourable decisions. Social pressure by the crowd attending the match however appears to be the main cause of favouritism.

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References

  • Akerlof G (1980) A theory of social custom, of which unemployment may be one consequence. Q J Econ 94:749–775

    Article  Google Scholar 

  • Baroncelli A, Lago U (2006) Italian football. J Sports Econ 7(1):13–28

    Article  Google Scholar 

  • Becker G, Murphy KM (2000) Social economics: market behavior in a social environment. Harvard University Press, Cambridge

    Google Scholar 

  • Bernheim D (1994) A theory of conformity. J Polit Econ 102:841–877

    Article  Google Scholar 

  • Carmichael F, Thomas D (2005) Home-field effect and team performance. J Sports Econ 6(3):264–281

    Article  Google Scholar 

  • Chiappori P, Levitt S, Groseclose T (2002) Testing mixed-strategy equilibria when players are heterogeneous: the case of penalty kicks in soccer. Am Econ Rev 92(4):1138–1151

    Article  Google Scholar 

  • Dohmen T (2005) Social pressure influences decisions of individuals. Evidence from the behavior of football referees. IZA Discussion Paper, No. 1595

  • Duggan M, Levitt S (2002) Winning isn’t everything: corruption in sumo wrestling. Am Econ Rev 92(5): 1594–1605

    Article  Google Scholar 

  • Ehrenberg R, Bognanno M (1990) Do tournaments have incentive effects. J Polit Econ 98(6):1307–1324

    Article  Google Scholar 

  • Garicano L, Palacios-Huerta I, Prendergast C (2001) Favouritism under social pressure. Working Paper NBER, No. 8376

  • Garicano L, Palacios-Huerta I, Prendergast C (2005) Favouritism under social pressure. Rev Econ Stat 87(2):208–216

    Article  Google Scholar 

  • Ichino A, Polo M, Rettore E (2003) Are judges biased by labor market conditions. Eur Econ Rev 47:913–944

    Article  Google Scholar 

  • Milgrom P (1988) Employment contracts, influence activities, and efficient organization design. J Polit Econ 96:42–60

    Article  Google Scholar 

  • Neale W (1964) The peculiar economics of professional Sport. Q J Econ 78(1):1–14

    Article  Google Scholar 

  • Nevill A, Balmer N, Williams M (1999) Crowd influence on decisions in association football. Lancet 353:1416

    Article  Google Scholar 

  • Nevill AM, Balmer NJ, Williams AM (2002) The influence of crowd noise and experience upon refereeing decisions in football. Psychol Sport Exerc 3:261–272

    Article  Google Scholar 

  • Posner R (1993) What do judges and justices maximize? The same thing everybody else does. Supreme Court Econ Rev 3:1–41

    Google Scholar 

  • Prendergast C (1999) The provision of incentives in firms. J Econ Lit 37:7–63

    Google Scholar 

  • Prendergast C, Topel R (1996) Favouritism in organizations. J Polit Econ 104:958–978

    Article  Google Scholar 

  • Sutter M, Kocher MG (2002) Favoritism of agents—the case of referees’ home bias. Papers on Strategic Interaction 28/2002, Max-Planck-Institute for Research in Economic Systems, Jena

  • Sutter M, Kocher M (2004) Favouritism of agents: the case of referees’ home bias. J Econ Psychol 25:461–469

    Article  Google Scholar 

  • Szymanski S (2003a) The assessment: the economics of sport. Oxf Rev Econ Policy 19(4):467–477

    Article  Google Scholar 

  • Szymanski S (2003b) The economic design of sporting contests. J Econ Lit 41(4):1137–1187

    Article  Google Scholar 

  • Tirole J (1992) Collusion and the theory of organizations. In: Laffont JJ (ed) Advances in economic theory. Cambridge University Press, Cambridge, pp 151–206

    Google Scholar 

  • Tirole J (1999) Incomplete contracts: where do we stand?. Econometrica 67(4):741–781

    Article  Google Scholar 

  • Walker M, Wooders J (2001) Minimax play at Wimbledon. Am Econ Rev 91(5):1521–1538

    Article  Google Scholar 

  • Wallsten T, Barton C (1982) Processing probabilistic multidimensional information for decisions. J Exp Psychol Learn Mem Cogn 8:361–384

    Article  Google Scholar 

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Correspondence to Vincenzo Scoppa.

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I would like to thank Francesco Aiello, Martin Brimble, Maria De Paola, Filippo Domma, Nicola Meccheri, Antonio Nicita, Michela Ponzo and two anonymous referees for useful comments. The usual caveats apply.

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Scoppa, V. Are subjective evaluations biased by social factors or connections? An econometric analysis of soccer referee decisions. Empir Econ 35, 123–140 (2008). https://doi.org/10.1007/s00181-007-0146-1

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  • DOI: https://doi.org/10.1007/s00181-007-0146-1

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