IDEAS home Printed from https://ideas.repec.org/a/eee/jeborg/v169y2020icp38-52.html
   My bibliography  Save this article

Incentives, performance and choking in darts

Author

Listed:
  • Klein Teeselink, Bouke
  • Potter van Loon, Rogier J.D.
  • van den Assem, Martijn J.
  • van Dolder, Dennie

Abstract

This paper examines how within-match variation in incentives affects the performance of darts players. The game of darts offers an attractive naturally occurring research setting, because performance can be observed at the individual level and without obscuring effects of risk considerations and behavior of others. We analyze four data sets covering a total of 29,381 darts matches of professional, amateur, and youth players. We find that amateur and youth players display a sizable performance decrease at decisive moments. Professional players appear less susceptible of such choking under pressure. Our results speak to a growing literature on the limits of increasing incentives as a recipe for better performance.

Suggested Citation

  • Klein Teeselink, Bouke & Potter van Loon, Rogier J.D. & van den Assem, Martijn J. & van Dolder, Dennie, 2020. "Incentives, performance and choking in darts," Journal of Economic Behavior & Organization, Elsevier, vol. 169(C), pages 38-52.
  • Handle: RePEc:eee:jeborg:v:169:y:2020:i:c:p:38-52
    DOI: 10.1016/j.jebo.2019.10.026
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0167268119303439
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jebo.2019.10.026?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Camerer, Colin F & Hogarth, Robin M, 1999. "The Effects of Financial Incentives in Experiments: A Review and Capital-Labor-Production Framework," Journal of Risk and Uncertainty, Springer, vol. 19(1-3), pages 7-42, December.
    2. Canice Prendergast, 1999. "The Provision of Incentives in Firms," Journal of Economic Literature, American Economic Association, vol. 37(1), pages 7-63, March.
    3. Böheim, René & Grübl, Dominik & Lackner, Mario, 2019. "Choking under pressure – Evidence of the causal effect of audience size on performance," Journal of Economic Behavior & Organization, Elsevier, vol. 168(C), pages 76-93.
    4. Hickman, Daniel C. & Metz, Neil E., 2015. "The impact of pressure on performance: Evidence from the PGA TOUR," Journal of Economic Behavior & Organization, Elsevier, vol. 116(C), pages 319-330.
    5. Joseph Price & Justin Wolfers, 2010. "Racial Discrimination Among NBA Referees," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(4), pages 1859-1887.
    6. Lynch, James G., 2005. "The effort effects of prizes in the second half of tournaments," Journal of Economic Behavior & Organization, Elsevier, vol. 57(1), pages 115-129, May.
    7. Steven D. Levitt & John A. List & Susanne Neckermann & Sally Sadoff, 2016. "The Behavioralist Goes to School: Leveraging Behavioral Economics to Improve Educational Performance," American Economic Journal: Economic Policy, American Economic Association, vol. 8(4), pages 183-219, November.
    8. Florian Lindner, 2017. "Choking under pressure of top performers: Evidence from biathlon competitions," Working Papers 2017-24, Faculty of Economics and Statistics, Universität Innsbruck.
    9. Edward P. Lazear, 2000. "Performance Pay and Productivity," American Economic Review, American Economic Association, vol. 90(5), pages 1346-1361, December.
    10. Dohmen, Thomas J., 2008. "Do professionals choke under pressure?," Journal of Economic Behavior & Organization, Elsevier, vol. 65(3-4), pages 636-653, March.
    11. P.-A. Chiappori, 2002. "Testing Mixed-Strategy Equilibria When Players Are Heterogeneous: The Case of Penalty Kicks in Soccer," American Economic Review, American Economic Association, vol. 92(4), pages 1138-1151, September.
    12. Zheng Cao & Joseph Price & Daniel F. Stone, 2011. "Performance Under Pressure in the NBA," Journal of Sports Economics, , vol. 12(3), pages 231-252, June.
    13. Paserman, Daniele, 2007. "Gender Differences in Performance in Competitive Environments: Evidence from Professional Tennis Players," CEPR Discussion Papers 6335, C.E.P.R. Discussion Papers.
    14. Uri Gneezy & Aldo Rustichini, 2000. "Pay Enough or Don't Pay at All," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(3), pages 791-810.
    15. Jinyong Hahn & Whitney Newey, 2004. "Jackknife and Analytical Bias Reduction for Nonlinear Panel Models," Econometrica, Econometric Society, vol. 72(4), pages 1295-1319, July.
    16. Bruce Shearer, 2004. "Piece Rates, Fixed Wages and Incentives: Evidence from a Field Experiment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 71(2), pages 513-534.
    17. Mattie Toma, 2017. "Missed Shots at the Free-Throw Line," Journal of Sports Economics, , vol. 18(6), pages 539-559, August.
    18. Keith F. Gilsdorf & Vasant Sukhatme, 2008. "Tournament incentives and match outcomes in women's professional tennis," Applied Economics, Taylor & Francis Journals, vol. 40(18), pages 2405-2412.
    19. Dan Ariely & Uri Gneezy & George Loewenstein & Nina Mazar, 2009. "Large Stakes and Big Mistakes," Review of Economic Studies, Oxford University Press, vol. 76(2), pages 451-469.
    20. Ryan J. Tibshirani & Andrew Price & Jonathan Taylor, 2011. "A statistician plays darts," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 174(1), pages 213-226, January.
    21. Smith, Vernon L & Walker, James M, 1993. "Monetary Rewards and Decision Cost in Experimental Economics," Economic Inquiry, Western Economic Association International, vol. 31(2), pages 245-261, April.
    22. Konrad, Kai A., 2009. "Strategy and Dynamics in Contests," OUP Catalogue, Oxford University Press, number 9780199549603.
    23. Keith F. Gilsdorf & Vasant A. Sukhatme, 2008. "Testing Rosen's Sequential Elimination Tournament Model," Journal of Sports Economics, , vol. 9(3), pages 287-303, June.
    24. Cohen-Zada, Danny & Krumer, Alex & Rosenboim, Mosi & Shapir, Offer Moshe, 2017. "Choking under pressure and gender: Evidence from professional tennis," Journal of Economic Psychology, Elsevier, vol. 61(C), pages 176-190.
    25. Emir Kamenica, 2012. "Behavioral Economics and Psychology of Incentives," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 427-452, July.
    26. Harb-Wu, Ken & Krumer, Alex, 2019. "Choking under pressure in front of a supportive audience: Evidence from professional biathlon," Journal of Economic Behavior & Organization, Elsevier, vol. 166(C), pages 246-262.
    27. 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.
    28. Harry J. Paarsch & Bruce S. Shearer, 1999. "The Response of Worker Effort to Piece Rates: Evidence from the British Columbia Tree-Planting Industry," Journal of Human Resources, University of Wisconsin Press, vol. 34(4), pages 643-667.
    29. 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.
    30. Romain Gauriot & Lionel Page, 2015. "I Take Care of My Own: A Field Study on How Leadership Handles Conflict between Individual and Collective Incentives," American Economic Review, American Economic Association, vol. 105(5), pages 414-419, May.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Daniel Goller, 2023. "Analysing a built-in advantage in asymmetric darts contests using causal machine learning," Annals of Operations Research, Springer, vol. 325(1), pages 649-679, June.
    2. Enzo Brox & Daniel Goller, 2024. "Tournaments, Contestant Heterogeneity and Performance," Papers 2401.05210, arXiv.org.
    3. Marius Ötting & Roland Langrock & Christian Deutscher & Vianey Leos‐Barajas, 2020. "The hot hand in professional darts," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(2), pages 565-580, February.
    4. Bucciol, Alessandro & Castagnetti, Alessandro, 2020. "Choking under pressure in archery," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 89(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Bar-Eli, Michael & Krumer, Alex & Morgulev, Elia, 2020. "Ask not what economics can do for sports - Ask what sports can do for economics," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 89(C).
    2. Krumer, Alex, 2020. "Pressure versus ability: Evidence from penalty shoot-outs between teams from different divisions," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 89(C).
    3. Böheim, René & Grübl, Dominik & Lackner, Mario, 2019. "Choking under pressure – Evidence of the causal effect of audience size on performance," Journal of Economic Behavior & Organization, Elsevier, vol. 168(C), pages 76-93.
    4. Harb-Wu, Ken & Krumer, Alex, 2019. "Choking under pressure in front of a supportive audience: Evidence from professional biathlon," Journal of Economic Behavior & Organization, Elsevier, vol. 166(C), pages 246-262.
    5. Massimiliano Ferraresi & Gianluca Gucciardi, 2020. "Team performance and audience: experimental evidence from the football sector," Working papers 94, Società Italiana di Economia Pubblica.
    6. Wen‐Jhan Jane, 2022. "Choking or excelling under pressure: Evidence of the causal effect of audience size on performance," Bulletin of Economic Research, Wiley Blackwell, vol. 74(1), pages 329-357, January.
    7. Bucciol, Alessandro & Castagnetti, Alessandro, 2020. "Choking under pressure in archery," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 89(C).
    8. Christoph Buehren & Marvin Gabriel, 2021. "Performing best when it matters the most: Evidence from professional handball," MAGKS Papers on Economics 202119, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
    9. Joachim A Holst-Hansen & Carsten Bergenholtz, 2020. "Does the size of rewards influence performance in cognitively demanding tasks?," PLOS ONE, Public Library of Science, vol. 15(10), pages 1-15, October.
    10. Marius Ötting & Christian Deutscher & Sandra Schneemann & Roland Langrock & Sebastian Gehrmann & Hendrik Scholten, 2020. "Performance under pressure in skill tasks: An analysis of professional darts," PLOS ONE, Public Library of Science, vol. 15(2), pages 1-21, February.
    11. Daniel Goller, 2023. "Analysing a built-in advantage in asymmetric darts contests using causal machine learning," Annals of Operations Research, Springer, vol. 325(1), pages 649-679, June.
    12. Dohmen, Thomas J., 2008. "Do professionals choke under pressure?," Journal of Economic Behavior & Organization, Elsevier, vol. 65(3-4), pages 636-653, March.
    13. Viktor Bozhinov & Nora Grote, 2019. "Performance under Pressure on the Court: Evidence from Professional Volleyball," Working Papers 1901, Gutenberg School of Management and Economics, Johannes Gutenberg-Universität Mainz.
    14. Ricardo Manuel Santos, 2023. "Effects of psychological pressure on first‐mover advantage in competitive environments: Evidence from penalty shootouts," Contemporary Economic Policy, Western Economic Association International, vol. 41(2), pages 354-369, April.
    15. Wen‐Jhan Jane, 2023. "Hot hand or choking under pressure – Evidence from professional basketball," Kyklos, Wiley Blackwell, vol. 76(2), pages 223-254, May.
    16. Paserman, M. Daniele, 2023. "Gender Differences in Performance in Competitive Environments? Evidence from Professional Tennis Players," Journal of Economic Behavior & Organization, Elsevier, vol. 212(C), pages 590-609.
    17. Florian Lindner, 2017. "Choking under pressure of top performers: Evidence from biathlon competitions," Working Papers 2017-24, Faculty of Economics and Statistics, Universität Innsbruck.
    18. Daniel C. Hickman & Craig Kerr & Neil Metz, 2019. "Rank and Performance in Dynamic Tournaments: Evidence From the PGA Tour," Journal of Sports Economics, , vol. 20(4), pages 509-534, May.
    19. Bühren, Christoph & Kadriu, Valon, 2020. "The fairness of long and short ABBA-sequences: A basketball free-throw field experiment," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 89(C).
    20. Michael T. Rauh & Giulio Seccia, 2010. "Agency and Anxiety," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 19(1), pages 87-116, March.
      • Michael T. Rauh & Giulio Seccia, 2006. "Agency and Anxiety," Working Papers 2006-02, Indiana University, Kelley School of Business, Department of Business Economics and Public Policy.

    More about this item

    Keywords

    Incentives; Performance pressure; Choking under pressure; Darts;
    All these keywords.

    JEL classification:

    • D01 - Microeconomics - - General - - - Microeconomic Behavior: Underlying Principles
    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • Z20 - Other Special Topics - - Sports Economics - - - General

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:jeborg:v:169:y:2020:i:c:p:38-52. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jebo .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.