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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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File URL: http://www.econ.uzh.ch/static/wp/econwp073.pdf
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Paper provided by Department of Economics - University of Zurich in its series ECON - Working Papers with number 073.

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Date of creation: May 2012
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Handle: RePEc:zur:econwp:073
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  1. 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.
  2. Dohmen, Thomas J., 2008. "Do professionals choke under pressure?," Journal of Economic Behavior & Organization, Elsevier, vol. 65(3-4), pages 636-653, March.
  3. Johannes Abeler & Armin Falk & Lorenz Goette & David Huffman, 2009. "Reference Points and Effort Provision," Discussion Papers 2009-02, The Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham.
  4. Ockenfels, Axel & Sliwka, Dirk & Werner, Peter, 2010. "Bonus Payments and Reference Point Violations," IZA Discussion Papers 4795, Institute for the Study of Labor (IZA).
  5. 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.
  6. 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).
  7. Luis Garicano & Ignacio Palacios-Huerta & Canice Prendergast, 2001. "Favoritism Under Social Pressure," Working Papers 2001-16, Brown University, Department of Economics.
  8. Gill, David & Prowse, Victoria L., 2009. "A Structural Analysis of Disappointment Aversion in a Real Effort Competition," IZA Discussion Papers 4536, Institute for the Study of Labor (IZA).
  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. Fabian Herweg & Daniel Muller & Philipp Weinschenk, 2010. "Binary Payment Schemes: Moral Hazard and Loss Aversion," American Economic Review, American Economic Association, vol. 100(5), pages 2451-77, December.
  11. Joseph Price & Justin Wolfers, 2007. "Racial Discrimination Among NBA Referees," NBER Working Papers 13206, National Bureau of Economic Research, Inc.
  12. 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.
  13. 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.
  14. Mark Walker & John Wooders, 2001. "Minimax Play at Wimbledon," American Economic Review, American Economic Association, vol. 91(5), pages 1521-1538, December.
  15. 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.
  16. Steven D. Levitt & John A. List, 2007. "What Do Laboratory Experiments Measuring Social Preferences Reveal About the Real World?," Journal of Economic Perspectives, American Economic Association, vol. 21(2), pages 153-174, Spring.
  17. 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.
  18. 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.
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