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Patience is a virtue: exploiting behavior bias in gambling markets

Author

Listed:
  • Kevin Krieger

    (University of West Florida)

  • Justin L. Davis

    (University of West Florida)

  • James Strode

    (Ohio University)

Abstract

We examine the influence of bettor behavior in sports gambling markets and the resulting creation of exploitable betting opportunities for patient bettors. Specifically, we build on past research on behavioral bias as a predictor of bettor behavior and explore how this behavior can result in market inefficiencies. Using data from National Football League games taking place between 2007-2019, we find that bettor decision-making is erroneously influenced by recent performance of teams. This bias creates profitable betting opportunities for those less subject to recency bias, and are surprisingly greater for the more prudent, patient bettor. Our findings confirm the need for additional research examining the influence of psychology and behavioral biases on individual decision making and how these factors can influence market efficiency.

Suggested Citation

  • Kevin Krieger & Justin L. Davis & James Strode, 2021. "Patience is a virtue: exploiting behavior bias in gambling markets," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 45(4), pages 735-750, October.
    • Handle: RePEc:spr:jecfin:v:45:y:2021:i:4:d:10.1007_s12197-021-09557-5
    DOI: 10.1007/s12197-021-09557-5
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    References listed on IDEAS

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    1. Andy Fodor & Michael DiFilippo & Kevin Krieger & Justin Davis, 2013. "Inefficient pricing from holdover bias in NFL point spread markets," Applied Financial Economics, Taylor & Francis Journals, vol. 23(17), pages 1407-1418, September.
    2. Roger C. Vergin & Michael Scriabin, 1978. "Winning Strategies for Wagering on National Football League Games," Management Science, INFORMS, vol. 24(8), pages 809-818, April.
    3. Goetzmann, William N. & Massa, Massimo, 2002. "Daily Momentum and Contrarian Behavior of Index Fund Investors," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 37(3), pages 375-389, September.
    4. Rodney Paul & Andrew Weinbach, 2005. "Bettor preferences and market efficiency in football totals markets," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 29(3), pages 409-415, September.
    5. Raymond D. Sauer, 1998. "The Economics of Wagering Markets," Journal of Economic Literature, American Economic Association, vol. 36(4), pages 2021-2064, December.
    6. Rodney Paul & Andrew Weinbach & Brad Humphreys, 2011. "Revisting the "Hot Hand" Hypothesis in the NBA Betting Market Using Actual Sportsbook Betting Percentages on Favorites and Underdogs," Journal of Gambling Business and Economics, University of Buckingham Press, vol. 5(2), pages 42-56, July.
    7. Kyle J. Kain & Trevon D. Logan, 2014. "Are Sports Betting Markets Prediction Markets?," Journal of Sports Economics, , vol. 15(1), pages 45-63, February.
    8. Justin Davis & Andy Fodor & Luke McElfresh & Kevin Kreiger, 2015. "Exploiting Week 2 Bias in the NFL Betting Markets," Journal of Prediction Markets, University of Buckingham Press, vol. 9(1), pages 53-67.
    9. Dirk Schiereck & Werner De Bondt & Martin Weber, 1999. "Contrarian and Momentum Strategies in Germany," Financial Analysts Journal, Taylor & Francis Journals, vol. 55(6), pages 104-116, November.
    10. Borghesi, Richard, 2007. "The home team weather advantage and biases in the NFL betting market," Journal of Economics and Business, Elsevier, vol. 59(4), pages 340-354.
    11. Mark W. Nichols, 2014. "The Impact of Visiting Team Travel on Game Outcome and Biases in NFL Betting Markets," Journal of Sports Economics, , vol. 15(1), pages 78-96, February.
    12. Lee, Darren D. & Chan, Howard & Faff, Robert W. & Kalev, Petko S., 2003. "Short-term contrarian investing--is it profitable? ... Yes and No," Journal of Multinational Financial Management, Elsevier, vol. 13(4-5), pages 385-404, December.
    13. Rodney Paul & Andrew Weinbach, 2011. "NFL bettor biases and price setting: further tests of the Levitt hypothesis of sportsbook behaviour," Applied Economics Letters, Taylor & Francis Journals, vol. 18(2), pages 193-197.
    14. Camerer, Colin F, 1989. "Does the Basketball Market Believe in the 'Hot Hand'?," American Economic Review, American Economic Association, vol. 79(5), pages 1257-1261, December.
    15. Murtha, Brian R., 2013. "Peaking at the right time: Perceptions, expectations, and effects," Organizational Behavior and Human Decision Processes, Elsevier, vol. 120(1), pages 62-72.
    16. Steven D. Levitt, 2004. "Why are gambling markets organised so differently from financial markets?," Economic Journal, Royal Economic Society, vol. 114(495), pages 223-246, April.
    17. William H. Dare & Steven A. Dennis, 2011. "A Test for Bias of Inherent Characteristics in Betting Markets," Journal of Sports Economics, , vol. 12(6), pages 660-665, December.
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    Cited by:

    1. Marius Otting & Christian Deutscher & Carl Singleton & Luca De Angelis, 2022. "Gambling on Momentum," Papers 2211.06052, arXiv.org.
    2. Marius Ötting & Christian Deutscher & Carl Singleton & Luca De Angelis, 2023. "Gambling on Momentum in Contests," Economics Discussion Papers em-dp2023-08, Department of Economics, University of Reading.

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    More about this item

    Keywords

    Market Efficiency; Behavioral Bias; Sports Gambling; Decision Making;
    All these keywords.

    JEL classification:

    • G40 - Financial Economics - - Behavioral Finance - - - General
    • G41 - Financial Economics - - Behavioral Finance - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making in Financial Markets

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