Tournaments, Contestant Heterogeneity and Performance
Abstract: Tournaments are frequently used incentive mechanisms to enhance performance. In this paper, we use field data and show that skill disparities among contestants asymmetrically affect the performance of contestants. Skill disparities have detrimental effects on the performance of the lower-ability contestant but positive effects on the performance of the higher-ability contestant. We discuss the potential of different behavioral approaches to explain our findings and discuss the implications of our results for the optimal design of contests. Beyond that, our study reveals two important empirical results: (a) affirmative action-type policies may help to mitigate the adverse effects on lower-ability contestants, and (b) the skill level of potential future contestants in subsequent tournament stages can detrimentally influence the performance of higher-ability contestants but does not affect the lower-ability contestant.
- \APACrefYearMonthDay2016. \BBOQ\APACrefatitleCompeting with Superstars Competing with superstars.\BBCQ \APACjournalVolNumPagesManagement Science62102842-2858. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2010. \BBOQ\APACrefatitlePsychological Pressure in Competitive Environments: Evidence from a Randomized Natural Experiment Psychological pressure in competitive environments: Evidence from a randomized natural experiment.\BBCQ \APACjournalVolNumPagesAmerican Economic Review10052548-2564. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2009. \BBOQ\APACrefatitleLarge Stakes and Big Mistakes Large stakes and big mistakes.\BBCQ \APACjournalVolNumPagesThe Review of Economic Studies762451-469. \PrintBackRefs\CurrentBib
- \APACinsertmetastarBaumeister.1984{APACrefauthors}Baumeister, R\BPBIF. \APACrefYearMonthDay1984. \BBOQ\APACrefatitleChoking under pressure: self-consciousness and paradoxical effects of incentives on skillful performance. Choking under pressure: self-consciousness and paradoxical effects of incentives on skillful performance.\BBCQ \APACjournalVolNumPagesJournal of Personality and Social Psychology463610-620. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay1993. \BBOQ\APACrefatitleRigging the Lobbying Process: An Application of the All-Pay Auction Rigging the lobbying process: An application of the all-pay auction.\BBCQ \APACjournalVolNumPagesThe American Economic Review831289-294. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2023. \BBOQ\APACrefatitleThe Queen’s Gambit: Explaining the superstar effect using evidence from chess The queen’s gambit: Explaining the superstar effect using evidence from chess.\BBCQ \APACjournalVolNumPagesJournal of Economic Behavior & Organization215307-324. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2011. \BBOQ\APACrefatitleIncentives and problem uncertainty in innovation contests: An empirical analysis Incentives and problem uncertainty in innovation contests: An empirical analysis.\BBCQ \APACjournalVolNumPagesManagement Science575843-863. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2016. \BBOQ\APACrefatitlePerformance responses to competition across skill levels in rank-order tournaments: Field evidence and implications for tournament design Performance responses to competition across skill levels in rank-order tournaments: Field evidence and implications for tournament design.\BBCQ \APACjournalVolNumPagesThe RAND Journal of Economics471140-165. \PrintBackRefs\CurrentBib
- \APACinsertmetastarBreiman.2001{APACrefauthors}Breiman, L. \APACrefYearMonthDay2001. \BBOQ\APACrefatitleRandom forests Random forests.\BBCQ \APACjournalVolNumPagesMachine Learning4515-32. \PrintBackRefs\CurrentBib
- \APACinsertmetastarBrown.2011{APACrefauthors}Brown, J. \APACrefYearMonthDay2011. \BBOQ\APACrefatitleQuitters Never Win: The (Adverse) Incentive Effects of Competing with Superstars Quitters never win: The (adverse) incentive effects of competing with superstars.\BBCQ \APACjournalVolNumPagesJournal of Political Economy1195982-1013. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2014. \BBOQ\APACrefatitleSelecting the best? Spillover and shadows in elimination tournaments Selecting the best? Spillover and shadows in elimination tournaments.\BBCQ \APACjournalVolNumPagesManagement Science60123087-3102. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay1987. \BBOQ\APACrefatitleTournaments and Piece Rates: An Experimental Study Tournaments and piece rates: An experimental study.\BBCQ \APACjournalVolNumPagesJournal of Political Economy9511-33. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2013. \BBOQ\APACrefatitleThe incentive effects of affirmative action in a real-effort tournament The incentive effects of affirmative action in a real-effort tournament.\BBCQ \APACjournalVolNumPagesJournal of Public Economics9815-31. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2005. \BBOQ\APACrefatitleNeuroeconomics: How neuroscience can inform economics Neuroeconomics: How neuroscience can inform economics.\BBCQ \APACjournalVolNumPagesJournal of Economic Literature4319-64. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2014. \BBOQ\APACrefatitleCompensation and Peer Effects in Competing Sales Teams Compensation and peer effects in competing sales teams.\BBCQ \APACjournalVolNumPagesManagement Science6081965-1984. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2003. \BBOQ\APACrefatitleOptimal Design of Research Contests Optimal design of research contests.\BBCQ \APACjournalVolNumPagesAmerican Economic Review933646-671. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2023. \BBOQ\APACrefatitleHeterogeneity, leveling the playing field, and affirmative action in contests Heterogeneity, leveling the playing field, and affirmative action in contests.\BBCQ \APACjournalVolNumPagesSouthern Economic Journal893924-974. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2018. \BBOQ\APACrefatitleContest theory Contest theory.\BBCQ \BIn \APACrefbtitleHandbook of Game Theory and Industrial Organization, Volume II. Handbook of Game Theory and Industrial Organization, Volume II. \APACaddressPublisherEdward Elgar Publishing. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2015. \BBOQ\APACrefatitleA survey of experimental research on contests, all-pay auctions and tournaments A survey of experimental research on contests, all-pay auctions and tournaments.\BBCQ \APACjournalVolNumPagesExperimental Economics18609-669. \PrintBackRefs\CurrentBib
- \APACinsertmetastarDohmen.2008{APACrefauthors}Dohmen, T\BPBIJ. \APACrefYearMonthDay2008. \BBOQ\APACrefatitleDo professionals choke under pressure? Do professionals choke under pressure?\BBCQ \APACjournalVolNumPagesJournal of Economic Behavior & Organization653-4636-653. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2017. \BBOQ\APACrefatitleBiased contests for symmetric players Biased contests for symmetric players.\BBCQ \APACjournalVolNumPagesGames and Economic Behavior103116-144. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2022. \BBOQ\APACrefatitleHunting for the discouragement effect in contests Hunting for the discouragement effect in contests.\BBCQ \APACjournalVolNumPagesReview of Economic Design1-27. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2020. \BBOQ\APACrefatitleTurning up the Heat: The Discouraging Effect of Competition in Contests Turning up the heat: The discouraging effect of competition in contests.\BBCQ \APACjournalVolNumPagesJournal of Political Economy12851940-1975. \PrintBackRefs\CurrentBib
- \APACinsertmetastarFranke.2012{APACrefauthors}Franke, J. \APACrefYearMonthDay2012. \BBOQ\APACrefatitleThe incentive effects of levelling the playing field–an empirical analysis of amateur golf tournaments The incentive effects of levelling the playing field–an empirical analysis of amateur golf tournaments.\BBCQ \APACjournalVolNumPagesApplied Economics4491193-1200. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2012. \BBOQ\APACrefatitleThe optimal multi-stage contest The optimal multi-stage contest.\BBCQ \APACjournalVolNumPagesEconomic Theory51351-382. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2019. \BBOQ\APACrefatitleDoes success breed success? A quasi-experiment on strategic momentum in dynamic contests Does success breed success? A quasi-experiment on strategic momentum in dynamic contests.\BBCQ \APACjournalVolNumPagesThe Economic Journal1296243107-3136. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2012. \BBOQ\APACrefatitleInterim Rank, Risk Taking, and Performance in Dynamic Tournaments Interim rank, risk taking, and performance in dynamic tournaments.\BBCQ \APACjournalVolNumPagesJournal of Political Economy1204782-813. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2012. \BBOQ\APACrefatitleA structural analysis of disappointment aversion in a real effort competition A structural analysis of disappointment aversion in a real effort competition.\BBCQ \APACjournalVolNumPagesAmerican Economic Review1021469-503. \PrintBackRefs\CurrentBib
- \APACinsertmetastarGoller.2023{APACrefauthors}Goller, D. \APACrefYearMonthDay2023. \BBOQ\APACrefatitleAnalysing a built-in advantage in asymmetric darts contests using causal machine learning Analysing a built-in advantage in asymmetric darts contests using causal machine learning.\BBCQ \APACjournalVolNumPagesAnnals of Operations Research3251649-679. \PrintBackRefs\CurrentBib
- \APACinsertmetastarGross.2020{APACrefauthors}Gross, D\BPBIP. \APACrefYearMonthDay2020. \BBOQ\APACrefatitleCreativity under fire: The effects of competition on creative production Creativity under fire: The effects of competition on creative production.\BBCQ \APACjournalVolNumPagesReview of Economics and Statistics1023583-599. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2015. \BBOQ\APACrefatitleThe Optimality of Heterogeneous Tournaments The optimality of heterogeneous tournaments.\BBCQ \APACjournalVolNumPagesJournal of Labor Economics3341007-1042. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2019. \BBOQ\APACrefatitleChoking under pressure in front of a supportive audience: Evidence from professional biathlon Choking under pressure in front of a supportive audience: Evidence from professional biathlon.\BBCQ \APACjournalVolNumPagesJournal of Economic Behavior & Organization166246-262. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2017. \BBOQ\APACrefatitleNon-parametric methods for doubly robust estimation of continuous treatment effects Non-parametric methods for doubly robust estimation of continuous treatment effects.\BBCQ \APACjournalVolNumPagesJournal of the Royal Statistical Society: Series B (Statistical Methodology)7941229-1245. \PrintBackRefs\CurrentBib
- \APACinsertmetastarkirkegaard.2012{APACrefauthors}Kirkegaard, R. \APACrefYearMonthDay2012. \BBOQ\APACrefatitleFavoritism in asymmetric contests: Head starts and handicaps Favoritism in asymmetric contests: Head starts and handicaps.\BBCQ \APACjournalVolNumPagesGames and Economic Behavior761226-248. \PrintBackRefs\CurrentBib
- \APACinsertmetastarkirkegaard.2023{APACrefauthors}Kirkegaard, R. \APACrefYearMonthDay2023. \BBOQ\APACrefatitleContest design with stochastic performance Contest design with stochastic performance.\BBCQ \APACjournalVolNumPagesAmerican Economic Journal: Microeconomics151201-238. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2020. \BBOQ\APACrefatitleIncentives, performance and choking in darts Incentives, performance and choking in darts.\BBCQ \APACjournalVolNumPagesJournal of Economic Behavior & Organization16938-52. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2021. \BBOQ\APACrefatitleUnder the Shadow of the Future: Gender-Specific Reactions to (Un)certain Future Interactions Under the shadow of the future: Gender-specific reactions to (un)certain future interactions.\BBCQ \APACjournalVolNumPagesWorking paper. \PrintBackRefs\CurrentBib
- \APACinsertmetastarKonrad.2009a{APACrefauthors}Konrad, K\BPBIA. \APACrefYearMonthDay2009. \BBOQ\APACrefatitleStrategy and dynamics in contests Strategy and dynamics in contests.\BBCQ \APACjournalVolNumPagesOUP CatalogueNo. 9780199549603. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2020. \BBOQ\APACrefatitleAre competitors forward looking in strategic interactions? Field evidence from multistage tournaments Are competitors forward looking in strategic interactions? Field evidence from multistage tournaments.\BBCQ \APACjournalVolNumPagesJournal of Economic Behavior & Organization179544-565. \PrintBackRefs\CurrentBib
- \APACinsertmetastarLazear.2018{APACrefauthors}Lazear, E\BPBIP. \APACrefYearMonthDay2018. \BBOQ\APACrefatitleCompensation and Incentives in the Workplace Compensation and incentives in the workplace.\BBCQ \APACjournalVolNumPagesJournal of Economic Perspectives323195-214. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay1981. \BBOQ\APACrefatitleRank-Order Tournaments as Optimum Labor Contracts Rank-order tournaments as optimum labor contracts.\BBCQ \APACjournalVolNumPagesJournal of Political Economy895841-864. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2018. \BBOQ\APACrefatitleGender Quotas, Competitions, and Peer Review: Experimental Evidence on the Backlash Against Women Gender quotas, competitions, and peer review: Experimental evidence on the backlash against women.\BBCQ \APACjournalVolNumPagesManagement Science6483501-3516. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2023. \BBOQ\APACrefatitleOptimal contest design: Tuning the heat Optimal contest design: Tuning the heat.\BBCQ \APACjournalVolNumPagesJournal of Economic Theory105616. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2023. \BBOQ\APACrefatitleDesigning contests between heterogeneous contestants: An experimental study of tie-breaks and bid-caps in all-pay auctions Designing contests between heterogeneous contestants: An experimental study of tie-breaks and bid-caps in all-pay auctions.\BBCQ \APACjournalVolNumPagesEuropean Economic Review154104327. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2010. \BBOQ\APACrefatitleTESTING CONTEST THEORY: EVIDENCE FROM BEST-OF-THREE TENNIS MATCHES Testing contest theory: Evidence from best-of-three tennis matches.\BBCQ \APACjournalVolNumPagesThe Review of Economics and Statistics923689-692. \PrintBackRefs\CurrentBib
- \APACinsertmetastarNagel.1995{APACrefauthors}Nagel, R. \APACrefYearMonthDay1995. \BBOQ\APACrefatitleUnraveling in guessing games: An experimental study Unraveling in guessing games: An experimental study.\BBCQ \APACjournalVolNumPagesThe American Economic Review8551313-1326. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2011. \BBOQ\APACrefatitleIs Tiger Woods Loss Averse? Persistent Bias in the Face of Experience, Competition, and High Stakes Is tiger woods loss averse? persistent bias in the face of experience, competition, and high stakes.\BBCQ \APACjournalVolNumPagesAmerican Economic Review1011129-157. \PrintBackRefs\CurrentBib
- \APACinsertmetastarRosen.1986{APACrefauthors}Rosen, S. \APACrefYearMonthDay1986. \BBOQ\APACrefatitlePrizes and Incentives in Elimination Tournaments Prizes and incentives in elimination tournaments.\BBCQ \APACjournalVolNumPagesThe American Economic Review764701-715. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2023. \BBOQ\APACrefatitlePerceived fairness and consequences of affirmative action policies Perceived fairness and consequences of affirmative action policies.\BBCQ \APACjournalVolNumPagesThe Economic Journal1336563099-3135. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2019. \BBOQ\APACrefatitleDifferential performance in high versus low stakes tests: Evidence from the gre test Differential performance in high versus low stakes tests: Evidence from the gre test.\BBCQ \APACjournalVolNumPagesThe Economic Journal1296232916-2948. \PrintBackRefs\CurrentBib
- \APACinsertmetastarScholten.2023{APACrefauthors}Scholten, H. \APACrefYearMonthDay2023. \BBOQ\APACrefatitleYou’ve Got Three Choices: Give in, Give up, or Give it All You’ve Got: Does Contest Heterogeneity Affect Effort in Individual Competitions? You’ve got three choices: Give in, give up, or give it all you’ve got: Does contest heterogeneity affect effort in individual competitions?\BBCQ \APACjournalVolNumPagesJournal of Sports Economics247932-965. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay1992. \BBOQ\APACrefatitleAsymmetric Tournaments, Equal Opportunity Laws, and Affirmative Action: Some Experimental Results Asymmetric tournaments, equal opportunity laws, and affirmative action: Some experimental results.\BBCQ \APACjournalVolNumPagesThe Quarterly Journal of Economics1072511-539. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2014. \BBOQ\APACrefatitleMulti-stage sequential all-pay auctions Multi-stage sequential all-pay auctions.\BBCQ \APACjournalVolNumPagesEuropean Economic Review70371-382. \PrintBackRefs\CurrentBib
- \APACinsertmetastarSheremeta2010{APACrefauthors}Sheremeta, R\BPBIM. \APACrefYearMonthDay2010. \BBOQ\APACrefatitleExperimental comparison of multi-stage and one-stage contests Experimental comparison of multi-stage and one-stage contests.\BBCQ \APACjournalVolNumPagesGames and Economic Behavior682731-747. \PrintBackRefs\CurrentBib
- \APACrefYear2009. \APACrefbtitleInnovation tournaments: Creating and selecting exceptional opportunities Innovation tournaments: Creating and selecting exceptional opportunities. \APACaddressPublisherHarvard Business Press. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2008. \BBOQ\APACrefatitleInnovation Contests, Open Innovation, and Multiagent Problem Solving Innovation contests, open innovation, and multiagent problem solving.\BBCQ \APACjournalVolNumPagesManagement Science5491529-1543. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay2011. \BBOQ\APACrefatitleA statistician plays darts A statistician plays darts.\BBCQ \APACjournalVolNumPagesJournal of the Royal Statistical Society Series A: Statistics in Society1741213-226. \PrintBackRefs\CurrentBib
- \APACrefYearMonthDay1908. \BBOQ\APACrefatitleThe relation of strength of stimulus to rapidity of habit-formation The relation of strength of stimulus to rapidity of habit-formation.\BBCQ \APACjournalVolNumPagesJournal of Comparative Neurology and Psychology185459-482. \PrintBackRefs\CurrentBib
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