nep-spo New Economics Papers
on Sports and Economics
Issue of 2007‒07‒07
two papers chosen by
Joao Carlos Correia Leitao
University of the Beira Interior

  1. Gender Differences in Performance in Competitive Environments: Evidence from Professional Tennis Players By M. Daniele Paserman
  2. Racial Discrimination Among NBA Referees By Joseph Price; Justin Wolfers

  1. By: M. Daniele Paserman (Hebrew University, CEPR and IZA)
    Abstract: This paper uses data from nine tennis Grand Slam tournaments played between 2005 and 2007 to assess whether men and women respond differently to competitive pressure in a setting with large monetary rewards. In particular, it asks whether the quality of the game deteriorates as the stakes become higher. The paper conducts two parallel analyses, one based on aggregate set-level data, and one based on detailed point-by-point data, which is available for a selected subsample of matches in four of the nine tournaments under examination. The set-level analysis indicates that both men and women perform less well in the final and decisive set of the match. This result is robust to controls for the length of the match and to the inclusion of match and player-specific fixed effects. The drop in performance of women in the decisive set is slightly larger than that of men, but the difference is not statistically significant at conventional levels. On the other hand, the detailed point-by-point analysis reveals that, relative to men, women are substantially more likely to make unforced errors at crucial junctures of the match. Data on serve speed, on first serve percentages and on rally length suggest that women play a more conservative and less aggressive strategy as points become more important. I present a simple game-theoretic model that shows that a less aggressive strategy may be a player’s best response to an increase in the intrinsic probability of making unforced errors.
    Keywords: gender differences, performance under pressure, tennis
    JEL: J16 J24 J71 L83 M50
    Date: 2007–06
    URL: http://d.repec.org/n?u=RePEc:iza:izadps:dp2834&r=spo
  2. By: Joseph Price (Cornell University); Justin Wolfers (Wharton School, University of Pennsylvania, CEPR, NBER and IZA)
    Abstract: The NBA provides an intriguing place to test for taste-based discrimination: referees and players are involved in repeated interactions in a high-pressure setting with referees making the type of split-second decisions that might allow implicit racial biases to manifest themselves. Moreover, the referees receive constant monitoring and feedback on their performance. (Commissioner Stern has claimed that NBA referees "are the most ranked, rated, reviewed, statistically analyzed and mentored group of employees of any company in any place in the world.") The essentially arbitrary assignment of refereeing crews to basketball games, and the number of repeated interactions allow us to convincingly test for own-race preferences. We find - even conditioning on player and referee fixed effects (and specific game fixed effects) - that more personal fouls are called against players when they are officiated by an opposite-race refereeing crew than when officiated by an own-race crew. These biases are sufficiently large that we find appreciable differences in whether predominantly black teams are more likely to win or lose, based on the racial composition of the refereeing crew.
    Keywords: discrimination, race, evaluation, basketball, own-race bias, implicit discrimination
    JEL: K42 J15 J71
    Date: 2007–06
    URL: http://d.repec.org/n?u=RePEc:iza:izadps:dp2863&r=spo

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