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Prize Structure and Performance: Evidence from NASCAR

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  • Brad Humphreys

    (Department of Economics, West Virginia University, 1601 University Avenue, Morgantown, WV 26506-6025, USA)

  • Bernd Frick

    (Department 1: Management, Universität Paderborn, 33098 Paderborn, Germany)

Abstract

The predictions that emerge from tournament theory have been tested in a number of sports-related settings. Since sporting events involving individuals (golf, tennis, running, auto racing) feature rank order tournaments with relatively large payoffs and easily observable outcomes, sports is a natural setting for such tests. In this paper, we test the predictions of tournament theory using a unique race-level data set from NASCAR. Most previous tests of tournament theory using NASCAR data used either season level data or race level data from a few seasons. Our empirical work uses race and driver level NASCAR data for 1114 races over the period 1975–2009. Our results support the predictions of tournament theory: the larger the spread in prizes paid in the race, measured by the standard deviation or interquartile range of prizes paid, the higher the average speed in the race. Our results account for the length of the track, number of entrants, number of caution flags, and unobservable year- and week-level heterogeneity.

Suggested Citation

  • Brad Humphreys & Bernd Frick, 2019. "Prize Structure and Performance: Evidence from NASCAR," Economies, MDPI, vol. 7(4), pages 1-13, October.
  • Handle: RePEc:gam:jecomi:v:7:y:2019:i:4:p:102-:d:273152
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    1. Lazear, Edward P & Rosen, Sherwin, 1981. "Rank-Order Tournaments as Optimum Labor Contracts," Journal of Political Economy, University of Chicago Press, vol. 89(5), pages 841-864, October.
    2. Peter A. Groothuis & Jana Groothuis & Kurt W. Rotthoff, 2009. "Time on Camera: An Alternative Explanation of NASCAR Tournaments," Working Papers 09-15, Department of Economics, Appalachian State University.
    3. Jeremy T. Schwartz & Justin P. Isaacs & Anthony M. Carilli, 2007. "To Race or to Place?," Journal of Sports Economics, , vol. 8(6), pages 633-641, December.
    4. Thierry Lallemand & Robert Plasman & François Rycx, 2008. "Women and Competition in Elimination Tournaments," Journal of Sports Economics, , vol. 9(1), pages 3-19, February.
    5. Antoine Feuillet & Nicolas Scelles & Christophe Durand, 2018. "Revenus et Superstars dans les sports individuels. Le cas du tennis et du golf masculins," Revue française de gestion, Lavoisier, vol. 0(7), pages 45-60.
    6. Maloney Michael T. & Terkun Kristina, 2002. "Road Warrior Booty: Prize Structures in Motorcycle Racing," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 1(1), pages 1-18, April.
    7. Jason P. Berkowitz & Craig A. Depken II & Dennis P. Wilson, 2011. "When Going in Circles is Going Backward: Outcome Uncertainty in NASCAR," Journal of Sports Economics, , vol. 12(3), pages 253-283, June.
    8. James G. Lynch & Jeffrey S. Zax, 2000. "The Rewards to Running," Journal of Sports Economics, , vol. 1(4), pages 323-340, November.
    9. Lallemand, Thierry & Plasman, Robert & Rycx, François, 2005. "Women and Competition in Elimination Tournaments: Evidence from Professional Tennis Data," IZA Discussion Papers 1843, Institute of Labor Economics (IZA).
    10. David M. Yaskewich, 2017. "Heterogeneous Ability and Risk Taking in a Rank-Order Tournament," Journal of Sports Economics, , vol. 18(8), pages 803-830, December.
    11. Frick, Bernd, 2011. "Gender differences in competitiveness: Empirical evidence from professional distance running," Labour Economics, Elsevier, vol. 18(3), pages 389-398, June.
    12. Bentley Coffey & M. T. Maloney, 2010. "The Thrill of Victory: Measuring the Incentive to Win," Journal of Labor Economics, University of Chicago Press, vol. 28(1), pages 87-112, January.
    13. Uwe Sunde, 2009. "Heterogeneity and performance in tournaments: a test for incentive effects using professional tennis data," Applied Economics, Taylor & Francis Journals, vol. 41(25), pages 3199-3208.
    14. Craig A. Depken II & Dennis P. Wilson, 2004. "The Efficiency of the NASCAR Reward System," Journal of Sports Economics, , vol. 5(4), pages 371-386, November.
    15. Bernd Frick, 2003. "Contest Theory and Sport," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 19(4), pages 512-529, Winter.
    16. Orszag, Jonathan M., 1994. "A new look at incentive effects and golf tournaments," Economics Letters, Elsevier, vol. 46(1), pages 77-88, September.
    17. Alan Deck & Cary Deck & Zhen Zhu, 2014. "Decision Making in a Sequential Game," Journal of Sports Economics, , vol. 15(2), pages 132-149, April.
    18. Peter Von Allmen, 2001. "Is the Reward System in NASCAR Efficient?," Journal of Sports Economics, , vol. 2(1), pages 62-79, February.
    19. J Brian O'Roark & William C Wood & Benjamin Demblowski, 2012. "Tournament Chasing NASCAR Style: Driver Incentives in Stock Car Racing's Playoff Season," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 38(1), pages 1-17.
    20. Craig A. Depken II & Matthew Hood & Ernest King, 2017. "Consistency and Momentum in NASCAR," Journal of Sports Economics, , vol. 18(6), pages 601-621, August.
    21. Ehrenberg, Ronald G & Bognanno, Michael L, 1990. "Do Tournaments Have Incentive Effects?," Journal of Political Economy, University of Chicago Press, vol. 98(6), pages 1307-1324, December.
    22. Lazear, Edward P, 1989. "Pay Equality and Industrial Politics," Journal of Political Economy, University of Chicago Press, vol. 97(3), pages 561-580, June.
    23. Peter A. Groothuis & Jana D. Groothuis & Kurt W. Rotthoff, 2011. "Time on Camera," Journal of Sports Economics, , vol. 12(5), pages 561-570, October.
    24. Russell S. Sobel & Todd M. Nesbit, 2007. "Automobile Safety Regulation and the Incentive to Drive Recklessly: Evidence from NASCAR," Southern Economic Journal, John Wiley & Sons, vol. 74(1), pages 71-84, July.
    25. Ronald G. Ehrenberg & Michael L. Bognanno, 1990. "The Incentive Effects of Tournaments Revisited: Evidence from the European PGA Tour," ILR Review, Cornell University, ILR School, vol. 43(3), pages 74, April.
    26. J. Brian O'Roark & William C. Wood, 2004. "Safety at the Racetrack: Results of Restrictor Plates in Superspeedway Competition," Southern Economic Journal, John Wiley & Sons, vol. 71(1), pages 118-129, July.
    27. Matthew S. Bothner & Young-Kyu Kim & Edward Bishop Smith, 2012. "How Does Status Affect Performance? Status as an Asset vs. Status as a Liability in the PGA and NASCAR," Organization Science, INFORMS, vol. 23(2), pages 416-433, April.
    28. Michael T. Maloney & Robert E. McCormick, 2000. "The Response of Workers to Wages in Tournaments," Journal of Sports Economics, , vol. 1(2), pages 99-123, May.
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    Cited by:

    1. António Sérgio Ribeiro & Francisco Lima & Sascha Kraus & Ferran Calabuig, 2022. "Tournaments within football teams: players’ performance and wages," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 35(1), pages 4884-4901, December.
    2. David M. Yaskewich, 2017. "Heterogeneous Ability and Risk Taking in a Rank-Order Tournament," Journal of Sports Economics, , vol. 18(8), pages 803-830, December.
    3. XiaoGang Che & Brad R. Humphreys, 2013. "Earnings and performance in women’s skiing," Chapters, in: Eva Marikova Leeds & Michael A. Leeds (ed.), Handbook on the Economics of Women in Sports, chapter 6, pages 115-131, Edward Elgar Publishing.
    4. Alan Deck & Cary Deck & Zhen Zhu, 2014. "Decision Making in a Sequential Game," Journal of Sports Economics, , vol. 15(2), pages 132-149, April.
    5. Nicolas Scelles & Qi Peng & Maurizio Valenti, 2021. "Do the Peculiar Economics of Professional Team Sports Apply to Esports? Sequential Snowballing Literature Reviews and Implications," Economies, MDPI, vol. 9(1), pages 1-18, March.
    6. Eric Mao, 2023. "The Incentive Effects of Tournaments and Peer Effects in Team Production: Evidence from Esports," Journal of Sports Economics, , vol. 24(2), pages 174-192, February.

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    More about this item

    Keywords

    NASCAR; tournament theory; nonlinear prize structure;
    All these keywords.

    JEL classification:

    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply
    • J33 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Compensation Packages; Payment Methods
    • L83 - Industrial Organization - - Industry Studies: Services - - - Sports; Gambling; Restaurants; Recreation; Tourism

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