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Expectations as Reference Points: Field Evidence from Experienced Subjects in a Competitive, High-Stakes Environment

  • Björn Bartling
  • Leif Brandes
  • Daniel Schunk

We show that professional soccer players exhibit reference-dependent behavior during matches. Controlling for the state of the match and for unobserved heterogeneity, we show on a minute-by-minute basis that a player breaches the rules of the game, measured by the referee’s assignment of cards, with a significantly higher probability if his team is behind the expected match outcome, measured by pre-play betting odds of large professional bookmakers. We derive these results in two independent data sets, one from ten seasons of the German Bundesliga, the other from eight seasons the English Premier League, each with more than half a million minutes of play.

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Paper provided by CESifo Group Munich in its series CESifo Working Paper Series with number 3830.

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Date of creation: 2012
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Handle: RePEc:ces:ceswps:_3830
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  1. Fabian Herweg & Daniel Müller & Philipp Weinschenk, 2010. "Binary Payment Schemes: Moral Hazard and Loss Aversion," Working Paper Series of the Max Planck Institute for Research on Collective Goods 2010_38, Max Planck Institute for Research on Collective Goods.
  2. Card, David & Dahl, Gordon B., 2010. "Family Violence and Football: The Effect of Unexpected Emotional Cues on Violent Behavior," IZA Discussion Papers 4869, Institute for the Study of Labor (IZA).
  3. Price, Joseph & Wolfers, Justin, 2007. "Racial Discrimination Among NBA Referees," CEPR Discussion Papers 6369, C.E.P.R. Discussion Papers.
  4. Syngjoo Choi & Raymond Fisman & Douglas Gale & Shachar Kariv, 2007. "Consistency and Heterogeneity of Individual Behavior under Uncertainty," American Economic Review, American Economic Association, vol. 97(5), pages 1921-1938, December.
  5. Alexandre Mas, 2006. "Pay, Reference Points, and Police Performance," NBER Working Papers 12202, National Bureau of Economic Research, Inc.
  6. Dohmen, Thomas J., 2008. "Do professionals choke under pressure?," Journal of Economic Behavior & Organization, Elsevier, vol. 65(3-4), pages 636-653, March.
  7. David Gill & Victoria Prowse, 2011. "A Structural Analysis of Disappointment Aversion in a Real Effort Competition," Discussion Papers 2011001, University of Oxford, Nuffield College.
  8. Luis Garicano & Ignacio Palacios & Canice Prendergast, 2001. "Favoritism Under Social Pressure," NBER Working Papers 8376, National Bureau of Economic Research, Inc.
  9. Sutter, Matthias & Kocher, Martin G., 2004. "Favoritism of agents - The case of referees' home bias," Journal of Economic Psychology, Elsevier, vol. 25(4), pages 461-469, August.
  10. John List & Steven Levitt, 2007. "What do Laboratory Experiments Measuring Social Preferences Reveal About the Real World," Artefactual Field Experiments 00480, The Field Experiments Website.
  11. Abeler, Johannes & Falk, Armin & Götte, Lorenz & Huffman, David, 2011. "Reference Points and Effort Provision," Discussion Paper Series of SFB/TR 15 Governance and the Efficiency of Economic Systems 358, Free University of Berlin, Humboldt University of Berlin, University of Bonn, University of Mannheim, University of Munich.
  12. Thierry Post & Martijn J. van den Assem & Guido Baltussen & Richard H. Thaler, 2008. "Deal or No Deal? Decision Making under Risk in a Large-Payoff Game Show," American Economic Review, American Economic Association, vol. 98(1), pages 38-71, March.
  13. Oliver Hart & John Moore, 2008. "Contracts as Reference Points," The Quarterly Journal of Economics, Oxford University Press, vol. 123(1), pages 1-48.
  14. Colin Camerer & Linda Babcock & George Loewenstein & Richard Thaler, 1997. "Labor Supply of New York City Cabdrivers: One Day at a Time," The Quarterly Journal of Economics, Oxford University Press, vol. 112(2), pages 407-441.
  15. Ockenfels, Axel & Sliwka, Dirk & Werner, Peter, 2010. "Bonus Payments and Reference Point Violations," IZA Discussion Papers 4795, Institute for the Study of Labor (IZA).
  16. Botond Kőszegi & Paul Heidhues, 2008. "Competition and Price Variation When Consumers Are Loss Averse," American Economic Review, American Economic Association, vol. 98(4), pages 1245-68, September.
  17. Crawford, Vincent P. & Meng, Juanjuan, 2008. "New York City Cabdrivers' Labor Supply Revisited: Reference-Dependence Preferences with Rational-Expectations Targets for Hours and Income," University of California at San Diego, Economics Working Paper Series qt94w5n6j9, Department of Economics, UC San Diego.
  18. Mark Walker & John Wooders, 2001. "Minimax Play at Wimbledon," American Economic Review, American Economic Association, vol. 91(5), pages 1521-1538, December.
  19. Martin G. Kocher & Marc V. Lenz & Matthias Sutter, 2012. "Psychological Pressure in Competitive Environments: New Evidence from Randomized Natural Experiments," Management Science, INFORMS, vol. 58(8), pages 1585-1591, August.
  20. Vincent P. Crawford & Juanjuan Meng, 2011. "New York City Cab Drivers' Labor Supply Revisited: Reference-Dependent Preferences with Rational-Expectations Targets for Hours and Income," American Economic Review, American Economic Association, vol. 101(5), pages 1912-32, August.
  21. N/A, 2010. "Referees," Journal of Peace Research, Peace Research Institute Oslo, vol. 47(2), pages 261-262, March.
  22. Keith M. Marzilli Ericson & Andreas Fuster, 2011. "Expectations as Endowments: Evidence on Reference-Dependent Preferences from Exchange and Valuation Experiments," The Quarterly Journal of Economics, Oxford University Press, vol. 126(4), pages 1879-1907.
  23. Graham Loomes & Robert Sugden, 1986. "Disappointment and Dynamic Consistency in Choice under Uncertainty," Review of Economic Studies, Oxford University Press, vol. 53(2), pages 271-282.
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