Gender Differences in Competition: Running Performance in 1,500 Meter Tournaments


Gender differences in outcomes are often explained by gender differences in competitiveness. Using evidence from the outdoor World Championships and Olympics 1,500 meter event, this paper investigates whether gender differences exist in the behavior of runners. Results indicate that there are some gender differences in the competition. Where the gender differences exist, the evidence indicates that there is a difference in the relationship between ability and performance and between peer effects and performance. These results are suggestive of males running more strategically.

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  1. 1.

    A significant body of empirical literature examines peer effects in a variety of settings. The discussion here is limited to peer effects in sports or gender differences in peer effects. For more, see Ammermueller and Pischke [2009] and Angrist and Lang [2004] on peer effects in schooling; Mas and Moretti [2009] and Bandiera, Barankay, and Rasul [2009] on peer effects in jobs. See Angrist and Pischke [2009] for an econometric discussion of peer effects.

  2. 2.

    See, for example, Ehrenberg and Bognanno [1990a, 1990b]; Orszag [1994]; Maloney and McCormick [2000]; Lynch and Zax [2000]; Frick and Prinz [2007]; Gilsdorf and Sukhatme [2008a, 2008b].

  3. 3.

    See for more information about the association.

  4. 4.

    Not excluding runner i’s time from the average would always provide a coefficient estimate of 1.

  5. 5.

    Heats within a round are run with 10 minutes between starting times of each heat. As regressions below are run separately by round, it is expected that weather and crowds will not vary much within this short time period. As a result, the year dummy variables should do a good job of capturing a wide variety of factors that differ across heats within a round.

  6. 6.

    There were only two rounds in 2005 and 2008 for females. In these 2 years, we consider females to only have preliminary round and a final round.

  7. 7.

    The strategy used to investigate gender differences in different rounds of these probit models is the same as described for the previous models of runners’ times. As these estimated models are probit models, the appropriate test of a joint hypothesis of no gender differences is a χ2 test.

  8. 8.

    Both males and females have participated in the 1,500 meter event at the World Championships since its inception in 1983.

  9. 9.

    We would like to thank an anonymous referee for presenting this possible explanation.


  1. Ammermueller, Andreas, and Jörn-Steffen Pischke . 2009. Peer Effects in European Primary Schools: Evidence from the Progress in International Reading Literacy Study. Journal of Labor Economics, 27 (3): 315–348.

    Article  Google Scholar 

  2. Angrist, Joshua D., and Kevin Lang . 2004. Does School Integration Generate Peer Effects? Evidence from Boston’s Metco Program. American Economic Review, 94 (5): 1613–1634.

    Article  Google Scholar 

  3. Angrist, Joshua D., and Jörn-Steffen Pischke . 2009. Mostly Harmless Econometrics: An Empiricist’s Companion. Princeton, NJ: Princeton University Press.

    Google Scholar 

  4. Bandiera, Oriana, Iwan Barankay, and Imran Rasul . 2009. Social Incentives in the Workplace. Review of Economic Studies, 77 (4): 417–458.

    Google Scholar 

  5. Borghans, Lex, Angela Lee Duckworth, James J. Heckman, and Bas ter Weel . 2008. The Economics and Psychology of Personality Traits. Journal of Human Resources, 43 (4): 972–1059.

    Google Scholar 

  6. Brown, Jennifer . 2011. Quitters Never Win: The (Adverse) Incentive Effects of Competing with Superstars. Journal of Political Economy, 119 (5): 982–1013.

    Article  Google Scholar 

  7. Croson, Rachel, and Uri Gneezy . 2009. Gender Differences in Preferences. Journal of Economic Literature, 47 (2): 448–474.

    Article  Google Scholar 

  8. Cunha, Flavio, and James Heckman . 2007. The Technology of Skill Formation. American Economic Review, 97 (2): 31–47.

    Article  Google Scholar 

  9. Ehrenberg, Ronald, and Michael Bognanno . 1990a. Do Tournaments have Incentive Effects? Journal of Political Economy, 98 (6): 1307–1324.

    Article  Google Scholar 

  10. Ehrenberg, Ronald, and Michael Bognanno . 1990b. The Incentive Effects of Tournaments Revisited: Evidence from the European PGA Tour. Industrial and Labor Relations Review, 43 (3): 74–88.

    Article  Google Scholar 

  11. Frick, Bernd . 2011a. Gender Differences in Competitiveness: Empirical Evidence from Professional Distance Racing. Labour Economics, 18 (3): 389–398.

    Article  Google Scholar 

  12. Frick, Bernd . 2011b. Gender Differences in Competitive Orientations: Empirical Evidence from Ultramarathon Running. Journal of Sports Economics, 12 (3): 317–340.

    Article  Google Scholar 

  13. Frick, Bernd, and Joachim Prinz . 2007. Pay and Performance in Professional Road Racing: The Case of City Marathons. International Journal of Sport Finance, 2 (1): 25–35.

    Google Scholar 

  14. Gilsdorf, Keith F., and Vasant A. Sukhatme . 2008a. Testing Rosen’s Sequential Elimination Tournament Model Incentives and Player Performance in Professional Tennis. Journal of Sports Economics, 9 (3): 287–303.

    Article  Google Scholar 

  15. Gilsdorf, Keith F., and Vasant A. Sukhatme . 2008b. Tournament Incentives and Match Outcomes in Women’s Professional Tennis. Applied Economics, 40 (18): 2405–2412.

    Article  Google Scholar 

  16. Gneezy, Uri, and Aldo Rustichini . 2004. Gender and Competition at a Young Age. American Economic Review, 94 (2): 377–381.

    Article  Google Scholar 

  17. Gould, Stephen Jay . 1986. Entropic Homogeneity Isn’t Why No One Hits .400 Anymore. Discover, 7 (8): 60–66.

    Google Scholar 

  18. Guryan, Jonathan, Kory Kroft, and Matthew J. Notowidigdo . 2009. Peer Effects in the Workplace: Evidence from Random Groupings in Professional Golf Tournaments. American Economic Journal: Applied Economics, 1 (4): 34–68.

    Google Scholar 

  19. Hill, Brian . forthcoming. The Heat is On: Tournament Structure, Peer Effects, and Performance. Journal of Sports Economics. Advanced online publication. doi:10.1177/1527002512461156.

  20. International Association of Athletics Federations. 2011. Competition Rules 2012–2013,, accessed March 2014.

  21. Lavy, Victor, Olmo Silva, and Felix Weinhardt . 2012. The Good, the Bad, and the Average: Evidence on Ability Peer Effects in Schools. Journal of Labor Economics, 30 (2): 367–414.

    Article  Google Scholar 

  22. Lazear, Edward, and Sherwin Rosen . 1981. Rank-Order Tournaments as Optimum Labor Contracts. Journal of Political Economy, 89 (5): 841–864.

    Article  Google Scholar 

  23. Lynch, James G., and Jeffrey S. Zax . 2000. The Rewards to Running: Prize Structure and Performance in Professional Road Racing. Journal of Sports Economics, 1 (4): 323–340.

    Article  Google Scholar 

  24. Maloney, Michael, and Robert McCormick . 2000. The Response of Workers to Wages in Tournaments: Evidence from Foot Races. Journal of Sports Economics, 1 (2): 99–123.

    Article  Google Scholar 

  25. Mas, Alexandre, and Enrico Moretti . 2009. Peers at Work. American Economic Review, 99 (1): 112–45.

    Article  Google Scholar 

  26. Niederle, Muriel, and Lise Vesterlund . 2007. Do Women Shy Away from Competition? Do Men Compete Too Much? The Quarterly Journal of Economics, 122 (3): 1067–1101.

    Article  Google Scholar 

  27. Niederle, Muriel, and Lise Vesterlund . 2011. Gender and Competition. Annual Review of Economics, 3 (1): 601–630.

    Article  Google Scholar 

  28. Orszag, Michael . 1994. A New Look at Incentive Effects and Golf Tournaments. Economic Letters, 46 (1): 77–88.

    Article  Google Scholar 

  29. Segal, Carmit . 2012. Working When No One is Watching: Motivation, Test Scores, and Economic Success. Management Science, 58 (8): 1438–1457.

    Article  Google Scholar 

  30. Szymanski, Stefan . 2003. The Economic Design of Sporting Contests. Journal of Economic Literature, 41 (4): 1137–1187.

    Article  Google Scholar 

  31. Treber, Jaret, Rachel Levy, and Victor A. Matheson . 2013. Gender Differences in Competitive Balance in Intercollegiate Basketball, in The Handbook on the Economics of Women in Sports, edited by Eva Marikova Leeds, and Michael Leeds. Cheltenham, UK: Edward Elgar, 251–268.

    Google Scholar 

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Emerson, J., Hill, B. Gender Differences in Competition: Running Performance in 1,500 Meter Tournaments. Eastern Econ J 40, 499–517 (2014).

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  • tournaments
  • peer effects
  • gender differences

JEL Classifications

  • J44
  • L83