IDEAS home Printed from https://ideas.repec.org/a/sae/jospec/v17y2016i5p453-482.html
   My bibliography  Save this article

Reference Points, Prospect Theory, and Momentum on the PGA Tour

Author

Listed:
  • Daniel F. Stone
  • Jeremy Arkes

Abstract

Pope and Schweitzer (2011) study predictions of prospect theory for the reference point of par on the current hole in professional golf. We study prospect-theory predictions of three other plausible reference points: par for recent holes, for the round, and for the tournament. A potentially competing force is momentum in quality of play, that is, the hot or cold hand. While prospect theory predicts negative serial correlation in better (worse)-than-average performance across holes, the hot (cold) hand implies the opposite. We find evidence that, for each of the reference points we study, when scores are better than par, hot-hand effects are dominated by prospect-theory effects. These effects can occur via two mechanisms: greater conservatism or less effort. We find evidence that the former (latter) dominates for scores closer to (further from) the reference point. We also find evidence of prospect theory effects (greater risk seeking) when scores are worse than par for the round in Round 1 and of cold-hand effects for scores worse than par for the tournament in Round 3. The magnitudes of some of the joint effects are comparable to those found by Pope and Schweitzer and other related papers. We conclude by discussing how, rather than compete, prospect-theory and cold-hand forces might also cause one another.

Suggested Citation

  • Daniel F. Stone & Jeremy Arkes, 2016. "Reference Points, Prospect Theory, and Momentum on the PGA Tour," Journal of Sports Economics, , vol. 17(5), pages 453-482, June.
  • Handle: RePEc:sae:jospec:v:17:y:2016:i:5:p:453-482
    DOI: 10.1177/1527002516641167
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/1527002516641167
    Download Restriction: no

    File URL: https://libkey.io/10.1177/1527002516641167?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
    ---><---

    References listed on IDEAS

    as
    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. Joshua B. Miller & Adam Sanjurjo, 2015. "Surprised by the Gambler’s and Hot Hand Fallacies? A Truth in the Law of Small Numbers," Working Papers 552, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
    3. Johannes Abeler & Armin Falk & Lorenz Goette & David Huffman, 2011. "Reference Points and Effort Provision," American Economic Review, American Economic Association, vol. 101(2), pages 470-492, April.
    4. Flannery, Mark J. & Hankins, Kristine Watson, 2013. "Estimating dynamic panel models in corporate finance," Journal of Corporate Finance, Elsevier, vol. 19(C), pages 1-19.
    5. Ozbeklik, Serkan & Smith, Janet Kiholm, 2017. "Risk taking in competition: Evidence from match play golf tournaments," Journal of Corporate Finance, Elsevier, vol. 44(C), pages 506-523.
    6. 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.
    7. Gary Smith & Michael Levere & Robert Kurtzman, 2009. "Poker Player Behavior After Big Wins and Big Losses," Management Science, INFORMS, vol. 55(9), pages 1547-1555, September.
    8. Balsdon Edmund M., 2013. "Risk management with tournament incentives," Journal of Quantitative Analysis in Sports, De Gruyter, vol. 9(4), pages 301-317, December.
    9. Rosenqvist, Olof & Skans, Oskar Nordström, 2015. "Confidence enhanced performance? – The causal effects of success on future performance in professional golf tournaments," Journal of Economic Behavior & Organization, Elsevier, vol. 117(C), pages 281-295.
    10. Botond Kőszegi & Matthew Rabin, 2006. "A Model of Reference-Dependent Preferences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(4), pages 1133-1165.
    11. Joshua B. Miller & Adam Sanjurjo, 2014. "A Cold Shower for the Hot Hand Fallacy," Working Papers 518, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
    12. Devin G. Pope & Maurice E. Schweitzer, 2011. "Is Tiger Woods Loss Averse? Persistent Bias in the Face of Experience, Competition, and High Stakes," American Economic Review, American Economic Association, vol. 101(1), pages 129-157, February.
    13. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    14. 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.
    15. Jeremy Arkes, 2013. "Misses in “Hot Hand†Research," Journal of Sports Economics, , vol. 14(4), pages 401-410, August.
    16. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    17. Vernon L. Smith, 2003. "Constructivist and Ecological Rationality in Economics," American Economic Review, American Economic Association, vol. 93(3), pages 465-508, June.
    18. Manel Baucells & Martin Weber & Frank Welfens, 2011. "Reference-Point Formation and Updating," Management Science, INFORMS, vol. 57(3), pages 506-519, March.
    19. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    20. Daniel F. Stone, 2012. "Measurement Error and the Hot Hand," The American Statistician, Taylor & Francis Journals, vol. 66(1), pages 61-66, February.
    21. Nicholas C. Barberis, 2013. "Thirty Years of Prospect Theory in Economics: A Review and Assessment," Journal of Economic Perspectives, American Economic Association, vol. 27(1), pages 173-196, Winter.
    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. Robert Wrathall & Rod Falvey & Gulasekaran Rajaguru, 2020. "Do (Australian) jockeys have hot hands?," Australian Journal of Management, Australian School of Business, vol. 45(2), pages 223-239, May.
    2. Scott DeAngelis & W. Kip Viscusi, 2020. "When to Walk Away and When to Risk It All," Journal of Sports Economics, , vol. 21(5), pages 525-547, June.
    3. 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.
    4. Chitresh Kumar & Girish Balasubramanian, 2023. "Comparative Analysis of Pitch Ratings in All Formats of Cricket," Management and Labour Studies, XLRI Jamshedpur, School of Business Management & Human Resources, vol. 48(3), pages 307-324, August.

    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. Aurélien Baillon & Han Bleichrodt & Vitalie Spinu, 2020. "Searching for the Reference Point," Management Science, INFORMS, vol. 66(1), pages 93-112, January.
    3. Alex Markle & George Wu & Rebecca White & Aaron Sackett, 2018. "Goals as reference points in marathon running: A novel test of reference dependence," Journal of Risk and Uncertainty, Springer, vol. 56(1), pages 19-50, February.
    4. Eil, David & Lien, Jaimie W., 2014. "Staying ahead and getting even: Risk attitudes of experienced poker players," Games and Economic Behavior, Elsevier, vol. 87(C), pages 50-69.
    5. Benistant, Julien & Suchon, Rémi, 2021. "It does (not) get better: Reference income violation and altruism," Journal of Economic Psychology, Elsevier, vol. 85(C).
    6. Hong Chao & Chun-Yu Ho & Xiangdong Qin, 2017. "Risk taking after absolute and relative wealth changes: The role of reference point adaptation," Journal of Risk and Uncertainty, Springer, vol. 54(2), pages 157-186, April.
    7. Chang, Tom & Gross, Tal, 2014. "How many pears would a pear packer pack if a pear packer could pack pears at quasi-exogenously varying piece rates?," Journal of Economic Behavior & Organization, Elsevier, vol. 99(C), pages 1-17.
    8. Genakos, Christos & Roumanias, Costas & Valletti, Tommaso, 2023. "Is having an expert “friend” enough? An analysis of consumer switching behavior in mobile telephony," Journal of Economic Behavior & Organization, Elsevier, vol. 213(C), pages 359-372.
    9. Anbarci, Nejat & Arin, K. Peren & Kuhlenkasper, Torben & Zenker, Christina, 2018. "Revisiting loss aversion: Evidence from professional tennis," Journal of Economic Behavior & Organization, Elsevier, vol. 153(C), pages 1-18.
    10. Mujcic, Redzo & Powdthavee, Nattavudh, 2022. "How Do Humans Respond to Huge Financial Losses?," IZA Discussion Papers 15536, Institute of Labor Economics (IZA).
    11. Heiko Karle & Heiner Schumacher & Rune Vølund, 2020. "Consumer search and the uncertainty effect," Working Papers of Department of Economics, Leuven 657766, KU Leuven, Faculty of Economics and Business (FEB), Department of Economics, Leuven.
    12. Hsiaw, Alice, 2013. "Goal-setting and self-control," Journal of Economic Theory, Elsevier, vol. 148(2), pages 601-626.
    13. Gagnon-Bartsch, Tristan & Bushong, Benjamin, 2022. "Learning with misattribution of reference dependence," Journal of Economic Theory, Elsevier, vol. 203(C).
    14. Hytönen, Kaisa & Baltussen, Guido & van den Assem, Martijn J. & Klucharev, Vasily & Sanfey, Alan G. & Smidts, Ale, 2014. "Path dependence in risky choice: Affective and deliberative processes in brain and behavior," Journal of Economic Behavior & Organization, Elsevier, vol. 107(PB), pages 566-581.
    15. Jonathan de Quidt, 2018. "Your Loss Is My Gain: A Recruitment Experiment with Framed Incentives," Journal of the European Economic Association, European Economic Association, vol. 16(2), pages 522-559.
    16. Haijiao Cui & Bin Cao & Aimei Li & Zhaohui Li, 2023. "A General Model of Subjective Value and Stimulus-Intensity-Sensitive Hedonic Editing Strategy," Journal of Happiness Studies, Springer, vol. 24(3), pages 1191-1217, March.
    17. Robert M. Lantis & Erik T. Nesson, 2019. "Hot Shots: An Analysis of the ‘Hot Hand’ in NBA Field Goal and Free Throw Shooting," NBER Working Papers 26510, National Bureau of Economic Research, Inc.
    18. Dertwinkel-Kalt, Markus & Köster, Mats, 2017. "Salient compromises in the newsvendor game," Journal of Economic Behavior & Organization, Elsevier, vol. 141(C), pages 301-315.
    19. Aurélien Baillon & Han Bleichrodt & Vitalie Spinu, 2020. "Searching for the reference point," Post-Print hal-04325608, HAL.
    20. de Quidt, Jonathan, 2014. "Your loss is my gain: a recruitment experiment with framed incentives," LSE Research Online Documents on Economics 58208, London School of Economics and Political Science, LSE Library.

    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:sae:jospec:v:17:y:2016:i:5:p:453-482. 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: SAGE Publications (email available below). General contact details of provider: .

    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.