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The optimal design of elimination tournaments with a superstar

Author

Listed:
  • Tabashnikova, D.

    (National Research University Higher School of Economics (HSE University), Moscow, Russia)

  • Sandomirskaia , M.

    (National Research University Higher School of Economics (HSE University), St. Petersburg, Russia)

Abstract

Tournament is a widespread tool for organizing competition and identifying the most effective agent. We study single- and double-elimination tournaments with heterogeneous players of two types: several regular players and a unique superstar. Players simultaneously choose efforts in each match, winning with a probability calculated with the Tullock success function, the costs are linear with respect to player's efforts. We consider well-known designer's objective functions, i. e. the total efforts associated with the performance of the tournament and the probability of winning the strongest player, and introduce the novel weighted composed function accounting for various related organizer costs. Analysis shows that a double-elimination tournament is less profitable in most cases, except when the tournament organizer is concerned about the probability that the superstar wins the tournament. Special attention is paid to the case of an extremely strong superstar. It is shown that attracting such a player is suboptimal for the organizer, both due to the large payments to this player, which increase with his strength, and due to the strategic demotivation of other tournament participants from exerting high effort, which reduces the overall entertainment value of the tournament. The study is valuable for organizers of various tournaments, as it allows them to choose the optimal tournament format and predict its relationship with future entertainment value.

Suggested Citation

  • Tabashnikova, D. & Sandomirskaia , M., 2026. "The optimal design of elimination tournaments with a superstar," Journal of the New Economic Association, New Economic Association, vol. 71(2), pages 12-35.
  • Handle: RePEc:nea:journl:y:2026:i:71:p:12-35
    DOI: 10.31737/22212264_2026_2_12-35
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    References listed on IDEAS

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    1. Jennifer Brown, 2011. "Quitters Never Win: The (Adverse) Incentive Effects of Competing with Superstars," Journal of Political Economy, University of Chicago Press, vol. 119(5), pages 982-1013.
    2. Alex Krumer & Reut Megidish & Aner Sela, 2017. "First-mover advantage in round-robin tournaments," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 48(3), pages 633-658, March.
    3. Benny Moldovanu & Aner Sela, 2008. "The Optimal Allocation of Prizes in Contests," Springer Books, in: Roger D. Congleton & Arye L. Hillman & Kai A. Konrad (ed.), 40 Years of Research on Rent Seeking 1, pages 615-631, Springer.
    4. Mikhail Drugov & Dmitry Ryvkin, 2025. "Hunting for the discouragement effect in contests," Review of Economic Design, Springer;Society for Economic Design, vol. 29(3), pages 387-413, September.
    5. Mark Gradstein & Kai A. Konrad, 1999. "Orchestrating Rent Seeking Contests," Springer Books, in: Roger D. Congleton & Arye L. Hillman & Kai A. Konrad (ed.), 40 Years of Research on Rent Seeking 1, pages 571-580, Springer.
    6. Stracke, Rudi, 2013. "Contest design and heterogeneity," Economics Letters, Elsevier, vol. 121(1), pages 4-7.
    7. Christian Groh & Benny Moldovanu & Aner Sela & Uwe Sunde, 2012. "Optimal seedings in elimination tournaments," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 49(1), pages 59-80, January.
    8. Stefan Szymanski, 2010. "The Economic Design of Sporting Contests," Palgrave Macmillan Books, in: The Comparative Economics of Sport, chapter 1, pages 1-78, Palgrave Macmillan.
    9. Iqbal, Hamzah & Krumer, Alex, 2019. "Discouragement effect and intermediate prizes in multi-stage contests: Evidence from Davis Cup," European Economic Review, Elsevier, vol. 118(C), pages 364-381.
    10. David J. Berri & Martin B. Schmidt, 2006. "On the Road With the National Basketball Association's Superstar Externality," Journal of Sports Economics, , vol. 7(4), pages 347-358, November.
    11. Bilen, Eren & Matros, Alexander, 2023. "The Queen's Gambit: Explaining the superstar effect using evidence from chess," Journal of Economic Behavior & Organization, Elsevier, vol. 215(C), pages 307-324.
    12. Huang, Lingbo, 2016. "Prize and incentives in double-elimination tournaments," Economics Letters, Elsevier, vol. 147(C), pages 116-120.
    13. Charles J. Mullin & Lucia F. Dunn, 2002. "Using Baseball Card Prices to Measure Star Quality and Monopsony," Economic Inquiry, Western Economic Association International, vol. 40(4), pages 620-632, October.
    14. Deck, Cary & Kimbrough, Erik O., 2015. "Single- and double-elimination all-pay tournaments," Journal of Economic Behavior & Organization, Elsevier, vol. 116(C), pages 416-429.
    15. Hausman, Jerry A & Leonard, Gregory K, 1997. "Superstars in the National Basketball Association: Economic Value and Policy," Journal of Labor Economics, University of Chicago Press, vol. 15(4), pages 586-624, October.
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    JEL classification:

    • C72 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory - - - Noncooperative Games
    • D47 - Microeconomics - - Market Structure, Pricing, and Design - - - Market Design
    • Z20 - Other Special Topics - - Sports Economics - - - General

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