IDEAS home Printed from https://ideas.repec.org/a/ebl/ecbull/eb-23-00052.html
   My bibliography  Save this article

Testing “hot hand” hypothesis at the individual athletes' level in soccer

Author

Listed:
  • Vojtech Kotrba

    (Department of Economics, Prague University of Economics and Business)

Abstract

The existence of a hot hand in individual athletes' performance in soccer under fantasy sports rules is investigated in this paper. It is also investigated whether fantasy sports users use this heuristic in selecting their squads. Using unique data of the performance of athletes and fantasy sports users' demand for them, the results show some existence of a hot hand, however, it fails to explain most future performance. Hot hand explains about 10 percent of the variability in future performance data. However, it explains more than 60 percent of the variability in fantasy sports user demand data. It is crucial to acknowledge that the outcomes often exhibit a higher level of noise compared to the expected results.

Suggested Citation

  • Vojtech Kotrba, 2023. "Testing “hot hand” hypothesis at the individual athletes' level in soccer," Economics Bulletin, AccessEcon, vol. 43(3), pages 1356-1365.
    • Handle: RePEc:ebl:ecbull:eb-23-00052
    as

    Download full text from publisher

    File URL: http://www.accessecon.com/Pubs/EB/2023/Volume43/EB-23-V43-I3-P115.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Cotton, Christopher S. & McIntyre, Frank & Nordstrom, Ardyn & Price, Joseph, 2019. "Correcting for bias in hot hand analysis: An application to youth golf," Journal of Economic Psychology, Elsevier, vol. 75(PB).
    2. Shangkari V Anusakumar & Ruhani Ali & Chee-Wooi Hooy, 2014. "Are momentum and contrarian effects related? Evidence from the Chinese stock market," Economics Bulletin, AccessEcon, vol. 34(4), pages 2361-2367.
    3. Agha, Nola & Tyler, B. David, 2017. "An investigation of highly identified fans who bet against their favorite teams," Sport Management Review, Elsevier, vol. 20(3), pages 296-308.
    4. Bryson, Alex & Chevalier, Arnaud, 2015. "Is there a taste for racial discrimination amongst employers?," Labour Economics, Elsevier, vol. 34(C), pages 51-63.
    5. Adam J. Karg & Heath McDonald, 2011. "Fantasy sport participation as a complement to traditional sport consumption," Sport Management Review, Taylor & Francis Journals, vol. 14(4), pages 327-346, October.
    6. 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.
    7. Stephanie Parsons & Nicholas Rohde, 2015. "The hot hand fallacy re-examined: new evidence from the English Premier League," Applied Economics, Taylor & Francis Journals, vol. 47(4), pages 346-357, January.
    8. Miller, Joshua B. & Sanjurjo, Adam, 2021. "Is it a fallacy to believe in the hot hand in the NBA three-point contest?," European Economic Review, Elsevier, vol. 138(C).
    9. Miller, Joshua Benjamin & Sanjurjo, Adam, 2018. "Surprised by the Hot Hand Fallacy? A Truth in the Law of Small Numbers," OSF Preprints sv9x2, Center for Open Science.
    10. Joshua B. Miller & Adam Sanjurjo, 2018. "Surprised by the Hot Hand Fallacy? A Truth in the Law of Small Numbers," Econometrica, Econometric Society, vol. 86(6), pages 2019-2047, November.
    11. Sandrine Jacob Leal, 2013. "Momentum effect in individual stocks and heterogeneous beliefs among fundamentalists," Post-Print hal-01514507, HAL.
    12. Kniffin, Kevin M. & Mihalek, Vince, 2014. "Within-series momentum in hockey: No returns for running up the score," Economics Letters, Elsevier, vol. 122(3), pages 400-402.
    13. Brown, William O & Sauer, Raymond D, 1993. "Does the Basketball Market Believe in the Hot Hand? Comment," American Economic Review, American Economic Association, vol. 83(5), pages 1377-1386, December.
    14. Meier, Philippe & Flepp, Raphael & Ruedisser, Maximilian & Franck, Egon, 2020. "Separating psychological momentum from strategic momentum: Evidence from men’s professional tennis," Journal of Economic Psychology, Elsevier, vol. 78(C).
    15. Legge, Stefan & Schmid, Lukas, 2016. "Media attention and betting markets," European Economic Review, Elsevier, vol. 87(C), pages 304-333.
    16. repec:ebl:ecbull:v:28:y:2007:i:2:p:a0 is not listed on IDEAS
    17. Chi-Wei Su & Yahn-Shir Chen & Hsu-Ling Chang, 2007. "Stock Prices and Dividends in Taiwan Stock Market: Evidence Based on Time-Varying Present Value Model," Economics Bulletin, AccessEcon, vol. 28(2), pages 1.
    18. repec:ebl:ecbull:v:7:y:2007:i:4:p:1-12 is not listed on IDEAS
    19. Sandrine Jacob Leal, 2013. "Momentum effect in individual stocks and heterogeneous beliefs among fundamentalists," Economics Bulletin, AccessEcon, vol. 33(4), pages 3102-3116.
    20. Chi-Wei Su & Yahn-Shir Chen & Hsu-Ling Chang, 2007. "Stock Prices and Dividends in Taiwan's Stock Market: Evidence Based on Time-Varying Present Value Model," Economics Bulletin, AccessEcon, vol. 7(4), pages 1-12.
    21. Stephen L. Shapiro & Joris Drayer & Brendan Dwyer, 2020. "An examination of consumer reactance to daily fantasy sport and sport gambling regulatory restrictions," Sport Management Review, Taylor & Francis Journals, vol. 23(5), pages 797-809, December.
    22. Vojtěch Kotrba, 2020. "Heuristics in fantasy sports: is it profitable to strategize based on favourite of the match?," Mind & Society: Cognitive Studies in Economics and Social Sciences, Springer;Fondazione Rosselli, vol. 19(1), pages 195-206, June.
    23. Admati, Anat R, 1985. "A Noisy Rational Expectations Equilibrium for Multi-asset Securities Markets," Econometrica, Econometric Society, vol. 53(3), pages 629-657, May.
    24. Maiko Koga, 2016. "Momentum trading behavior in the FX market: Evidence from Japanese retail investors," Economics Bulletin, AccessEcon, vol. 36(1), pages 92-96.
    25. Pelster, Matthias, 2020. "The gambler’s and hot-hand fallacies: Empirical evidence from trading data," Economics Letters, Elsevier, vol. 187(C).
    Full references (including those not matched with items on IDEAS)

    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. Morgulev, Elia, 2023. "Streakiness is not a theory: On “momentums” (hot hands) and their underlying mechanisms," Journal of Economic Psychology, Elsevier, vol. 96(C).
    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.
    3. Evans, Andrew E. & Crosby, Paul & Shin, Sunny Y., 2023. "Psychological momentum among non-experts: Evidence from club golfers," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 104(C).
    4. Miller, Joshua B. & Sanjurjo, Adam, 2021. "Is it a fallacy to believe in the hot hand in the NBA three-point contest?," European Economic Review, Elsevier, vol. 138(C).
    5. Robert Lantis & Erik Nesson, 2024. "The Hot Hand in the NBA 3-Point Contest: The Importance of Location, Location, Location," Journal of Sports Economics, , vol. 25(3), pages 283-321, April.
    6. Jeremy M. Losak & Andrew P. Weinbach & Rodney J. Paul, 2023. "Behavioral Biases in Daily Fantasy Baseball: The Case of the Hot Hand," Journal of Sports Economics, , vol. 24(3), pages 374-401, April.
    7. Salaghe, Florina & Sundali, James & Nichols, Mark W. & Guerrero, Federico, 2020. "An empirical investigation of wagering behavior in a large sample of slot machine gamblers," Journal of Economic Behavior & Organization, Elsevier, vol. 169(C), pages 369-388.
    8. Ala Avoyan & Robizon Khubulashvili & Giorgi Mekerishvili, 2020. "Call It a Day: History Dependent Stopping Behavior," CESifo Working Paper Series 8603, CESifo.
    9. Evans, Andrew E. & Crosby, Paul, 2021. "Does a cool head beat a hot hand? Evidence from professional golf," Economic Modelling, Elsevier, vol. 97(C), pages 272-284.
    10. Marius Ötting & Christian Deutscher & Carl Singleton & Luca De Angelis, 2022. "Gambling on Momentum," Economics Discussion Papers em-dp2022-10, Department of Economics, University of Reading.
      • Marius Otting & Christian Deutscher & Carl Singleton & Luca De Angelis, 2022. "Gambling on Momentum," Papers 2211.06052, arXiv.org.
    11. Meier, Philippe & Flepp, Raphael & Ruedisser, Maximilian & Franck, Egon, 2020. "Separating psychological momentum from strategic momentum: Evidence from men’s professional tennis," Journal of Economic Psychology, Elsevier, vol. 78(C).
    12. Wen‐Jhan Jane, 2023. "Hot hand or choking under pressure – Evidence from professional basketball," Kyklos, Wiley Blackwell, vol. 76(2), pages 223-254, May.
    13. Craig A. Depken II & John M. Gandar & Dmitry A. Shapiro, 2022. "Set-level Strategic and Psychological Momentum in Best-of-three-set Professional Tennis Matches," Journal of Sports Economics, , vol. 23(5), pages 598-623, June.
    14. Robert Lantis & Erik Nesson, 2021. "Hot Shots: An Analysis of the “Hot Hand†in NBA Field Goal and Free Throw Shooting," Journal of Sports Economics, , vol. 22(6), pages 639-677, August.
    15. 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.
    16. Miller, Joshua Benjamin & Sanjurjo, Adam, 2018. "A Cold Shower for the Hot Hand Fallacy: Robust Evidence that Belief in the Hot Hand is Justified," OSF Preprints pj79r, Center for Open Science.
    17. Cueva, Carlos, 2020. "Animal Spirits in the Beautiful Game. Testing social pressure in professional football during the COVID-19 lockdown," OSF Preprints hczkj, Center for Open Science.
    18. David M. Ritzwoller & Joseph P. Romano, 2019. "Uncertainty in the Hot Hand Fallacy: Detecting Streaky Alternatives to Random Bernoulli Sequences," Papers 1908.01406, arXiv.org, revised Apr 2021.
    19. Vaughan Williams, Leighton & Stekler, Herman O., 2010. "Sports forecasting," International Journal of Forecasting, Elsevier, vol. 26(3), pages 445-447, July.
      • Herman O. Stekler, 2007. "Sports Forecasting," Working Papers 2007-001, The George Washington University, Department of Economics, H. O. Stekler Research Program on Forecasting, revised Jan 2007.
    20. Stekler, H.O. & Sendor, David & Verlander, Richard, 2010. "Issues in sports forecasting," International Journal of Forecasting, Elsevier, vol. 26(3), pages 606-621, July.
      • Herman O. Stekler & David Sendor & Richard Verlander, 2009. "Issues in Sports Forecasting," Working Papers 2009-002, The George Washington University, Department of Economics, H. O. Stekler Research Program on Forecasting.

    More about this item

    Keywords

    Fantasy sport; English Premier League; Competition; Media; Performance;
    All these keywords.

    JEL classification:

    • D7 - Microeconomics - - Analysis of Collective Decision-Making
    • L8 - Industrial Organization - - Industry Studies: Services

    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:ebl:ecbull:eb-23-00052. 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: John P. Conley (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.