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Revisiting the Uncertainty of Outcome Hypothesis and the Loss Aversion Hypothesis in the National Basketball Association: Adding a Predicted Game Quality Perspective

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  • Moonsup Hyun
  • Gareth J. Jones
  • Wonsok (Frank) Jee
  • Jeremy S. Jordan
  • James Du
  • Yohan Lee

Abstract

The unparalleled popularity of major professional sports leagues in the United States has led to numerous sold-out events, regardless of the uncertainty surrounding the game's outcome. This phenomenon prompts us to examine the relationship between outcome uncertainty and attendance, specifically in matchups between high-quality teams compared to games involving lower-quality teams in the National Basketball Association (NBA). Based on our analyses, we have discovered a notable distinction in the relationship between outcome uncertainty and attendance in high-quality games. When analyzing high-quality games, we observed a linear relationship between these two variables that was only marginally significant. Conversely, when exploring nonhigh-quality games, a U-shaped relationship emerged between outcome uncertainty and attendance. While the attendance of nonhigh-quality games was influenced by varying levels of uncertainty, high-quality games attracted fans irrespective of the outcome uncertainty. This research provides valuable insights into the factors that contribute to the popularity and attendance of NBA games.

Suggested Citation

  • Moonsup Hyun & Gareth J. Jones & Wonsok (Frank) Jee & Jeremy S. Jordan & James Du & Yohan Lee, 2023. "Revisiting the Uncertainty of Outcome Hypothesis and the Loss Aversion Hypothesis in the National Basketball Association: Adding a Predicted Game Quality Perspective," Journal of Sports Economics, , vol. 24(8), pages 1076-1096, December.
  • Handle: RePEc:sae:jospec:v:24:y:2023:i:8:p:1076-1096
    DOI: 10.1177/15270025231197427
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    References listed on IDEAS

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    1. Hojun Sung & Brian M. Mills, 2018. "Estimation of game-level attendance in major league soccer: Outcome uncertainty and absolute quality considerations," Sport Management Review, Taylor & Francis Journals, vol. 21(5), pages 519-532, December.
    2. Brad R. Humphreys & Thomas J. Miceli, 2020. "Outcome Uncertainty, Fan Travel, And Aggregate Attendance," Economic Inquiry, Western Economic Association International, vol. 58(1), pages 462-473, January.
    3. Simon Rottenberg, 1956. "The Baseball Players' Labor Market," Journal of Political Economy, University of Chicago Press, vol. 64(3), pages 242-242.
    4. Daniel A. Rascher & John Paul G. Solmes, 2007. "Do Fans Want Close Contests? A Test of the Uncertainty of Outcome Hypothesis in the National Basketball Association," International Journal of Sport Finance, Fitness Information Technology, vol. 2(3), pages 130-141, August.
    5. P. Dorian Owen & Clayton R. Weatherston, 2004. "Uncertainty Of Outcome, Player Quality And Attendance At National Provincial Championship Rugby Union Matches: An Evaluation In Light Of The Competitions Review," Economic Papers, The Economic Society of Australia, vol. 23(4), pages 301-324, December.
    6. 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..
    7. Peel, David A & Thomas, Dennis A, 1988. "Outcome Uncertainty and the Demand for Football: An Analysis of Match Attendances in the English Football League," Scottish Journal of Political Economy, Scottish Economic Society, vol. 35(3), pages 242-249, August.
    8. James W. Meehan Jr. & Randy A. Nelson & Thomas V. Richardson, 2007. "Competitive Balance and Game Attendance in Major League Baseball," Journal of Sports Economics, , vol. 8(6), pages 563-580, December.
    9. Men‐Andri Benz & Leif Brandes & Egon Franck, 2009. "Do Soccer Associations Really Spend On A Good Thing? Empirical Evidence On Heterogeneity In The Consumer Response To Match Uncertainty Of Outcome," Contemporary Economic Policy, Western Economic Association International, vol. 27(2), pages 216-235, April.
    10. Georg Stadtmann & Dirk Czarnitzki, 2002. "Uncertainty of outcome versus reputation: Empirical evidence for the First German Football Division," Empirical Economics, Springer, vol. 27(1), pages 101-112.
    11. Tim Kuypers, 2000. "Information and efficiency: an empirical study of a fixed odds betting market," Applied Economics, Taylor & Francis Journals, vol. 32(11), pages 1353-1363.
    12. Katie M. Brown & Steven Salaga, 2018. "NCAA football television viewership: Product quality and consumer preference relative to market expectations," Sport Management Review, Taylor & Francis Journals, vol. 21(4), pages 377-390, October.
    13. 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.
    14. Arne Feddersen & Armin Rott, 2011. "Determinants of Demand for Televised Live Football: Features of the German National Football Team," Journal of Sports Economics, , vol. 12(3), pages 352-369, June.
    15. Dennis Coates & Brad R. Humphreys & Li Zhou, 2014. "Reference-Dependent Preferences, Loss Aversion, And Live Game Attendance," Economic Inquiry, Western Economic Association International, vol. 52(3), pages 959-973, July.
    16. Cragg, John G, 1971. "Some Statistical Models for Limited Dependent Variables with Application to the Demand for Durable Goods," Econometrica, Econometric Society, vol. 39(5), pages 829-844, September.
    17. Whitney, James D, 1988. "Winning Games versus Winning Championships: The Economics of Fan Interest and Team Performance," Economic Inquiry, Western Economic Association International, vol. 26(4), pages 703-724, October.
    18. Dennis Coates & Brad R. Humphreys, 2012. "Game Attendance and Outcome Uncertainty in the National Hockey League," Journal of Sports Economics, , vol. 13(4), pages 364-377, August.
    19. David Peel & Dennis Thomas, 1997. "Handicaps, outcome uncertainty and attendance demand," Applied Economics Letters, Taylor & Francis Journals, vol. 4(9), pages 567-570.
    20. Elise M. Beckman & Wenqiang Cai & Rebecca M. Esrock & Robert J. Lemke, 2012. "Explaining Game-to-Game Ticket Sales for Major League Baseball Games Over Time," Journal of Sports Economics, , vol. 13(5), pages 536-553, October.
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