Potential, Prizes and Performance: Testing Tournament Theory with Professional Tennis Data

This paper tests two hypotheses from the theory of elimination tournaments: (i) that uneven tournaments, where the contestants are ex ante heterogeneous, entail lower effort exertion; this is a prediction from agency theory that has not been tested empirically before; and (ii) whether incentives set through prizes matter for effort exertion; this assumption underlies any agency theory about elimination tournaments, and has been empirically tested in other contexts. The evidence obtained with data from professional tennis tournaments supports both the assumption that incentives matter, as well as the theoretical implications concerning uneven tournaments among heterogeneous contestants.

[1]  E. Lazear,et al.  Rank-Order Tournaments as Optimum Labor Contracts , 1979, Journal of Political Economy.

[2]  Andrew Schotter,et al.  Tournaments and Piece Rates: An Experimental Study , 1987, Journal of Political Economy.

[3]  J. Snyder Election Goals and the Allocation of Campaign Resources , 1989 .

[4]  Michael L. Bognanno,et al.  The Incentive Effects of Tournaments Revisited: Evidence from the European PGA Tour , 1990 .

[5]  Michael L. Bognanno,et al.  Do Tournaments Have Incentive Effects? , 1988, Journal of Political Economy.

[6]  Andrew Schotter,et al.  Asymmetric Tournaments, Equal Opportunity Laws, and Affirmative Action: Some Experimental Results , 1992 .

[7]  Brian E. Becker,et al.  The Incentive Effects of Tournament Compensation Systems , 1992 .

[8]  Steven D. Levitt,et al.  Using Repeat Challengers to Estimate the Effect of Campaign Spending on Election Outcomes in the U.S. House , 1994, Journal of Political Economy.

[9]  J. Orszag,et al.  A new look at incentive effects and golf tournaments , 1994 .

[10]  Canice Prendergast The Provision of Incentives in Firms , 1999 .

[11]  Tor Eriksson,et al.  Executive Compensation and Tournament Theory: Empirical Tests on Danish Data , 1999, Journal of Labor Economics.

[12]  J. Magnus,et al.  Are Points in Tennis Independent and Identically Distributed? Evidence From a Dynamic Binary Panel Data Model , 2001 .

[13]  Michael L. Bognanno,et al.  Corporate Tournaments , 2001, Journal of Labor Economics.

[14]  J. Wooders,et al.  Minimax Play at Wimbledon , 2001 .

[15]  Ladder tournaments and underdogs: lessons from professional bowling , 2002 .

[16]  Jan R. Magnus,et al.  Forecasting the winner of a tennis match , 2003, Eur. J. Oper. Res..