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The impact of the results of football matches on the stock prices of soccer clubs

Author

Listed:
  • Robert Ślepaczuk

    (Faculty of Economic Sciences, Quantitative Finance Research Group, University of Warsaw)

  • Igor Wabik

    (Faculty of Economic Sciences, University of Warsaw)

Abstract

The aim of this paper is to study the relationship between sport results and stock prices of European football clubs. To show that connection, we use two econometric models. Firstly, we conduct an event study analysis around the dates of football games to look for existence of abnormal returns. Secondly, we use OLS regression to test what effect the unexpected part of the result has. Based on 2239 observations of football matches results played between 01/08/2016 and 02/03/2020, we find significant relationship between sport results and financial performance. Significant negative abnormal returns are observed around defeats and draws, while for wins the impact is unclear. Using second model, we find positive values for coefficients related to unexpected number of points, which can be an additional evidence of a link between football results and stock prices. Finally, we see the potential for systematic trading strategy on soccer stocks based on the presented results. Such algo strategy with market neutral characteristic should beat the market regardless of market conditions.

Suggested Citation

  • Robert Ślepaczuk & Igor Wabik, 2020. "The impact of the results of football matches on the stock prices of soccer clubs," Working Papers 2020-35, Faculty of Economic Sciences, University of Warsaw.
  • Handle: RePEc:war:wpaper:2020-35
    as

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    File URL: https://www.wne.uw.edu.pl/index.php/download_file/5900/
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    References listed on IDEAS

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    1. Bert Scholtens & Wijtze Peenstra, 2009. "Scoring on the stock exchange? The effect of football matches on stock market returns: an event study," Applied Economics, Taylor & Francis Journals, vol. 41(25), pages 3231-3237.
    2. Tihana Škrinjarić Patrik Barišić, 2019. "Effects of Football Match Results of Croatian National Team on Stock Returns: Evidence from Zagreb Stock Exchange," Zagreb International Review of Economics and Business, Faculty of Economics and Business, University of Zagreb, vol. 22(1), pages 13-45, May.
    3. Majewski, Sebastian, 2014. "Modelling of football companies' rates of return according to sport results and bookmakers' expectations on the example of serie A," Business and Economic Horizons (BEH), Prague Development Center (PRADEC), vol. 10(3), pages 1-9.
    4. Jerome Geyer-Klingeberg & Markus Hang & Matthias Walter & Andreas Rathgeber, 2018. "Do stock markets react to soccer games? A meta-regression analysis," Applied Economics, Taylor & Francis Journals, vol. 50(19), pages 2171-2189, April.
    5. Ramzi Benkraiem & Frédéric Le Roy & Waël Louhichi, 2011. "Sporting Performances and the Volatility of Listed Football Clubs," International Journal of Sport Finance, Fitness Information Technology, vol. 6(4), pages 283-297, November.
    6. Ender Demir & Ugo Rigoni, 2017. "You Lose, I Feel Better," Journal of Sports Economics, , vol. 18(1), pages 58-76, January.
    7. Ramzi Benkraiem & Waël Louhichi & Pierre Marques, 2009. "Market reaction to sporting results The case of European listed football clubs," Post-Print halshs-00428516, HAL.
    8. Georg Stadtmann, 2006. "Frequent News and Pure Signals: The Case of a Publicly Traded Football Club," IASE Conference Papers 0625, International Association of Sports Economists.
    9. Renneboog, L.D.R. & Vanbrabant, P., 2000. "Share Price Reactions to Sporty Performances of Soccer Clubs listed on the London Stock Exchange and the AIM," Discussion Paper 2000-19, Tilburg University, Center for Economic Research.
    10. Sebastian Majewski, 2014. "Modelling of football companies' rates of return according to sport results and bookmakers' expectations on the example of serie A," Business and Economic Horizons (BEH), Prague Development Center, vol. 10(3), pages 214-222, October.
    11. Georg Stadtmann, 2006. "Frequent News And Pure Signals: The Case Of A Publicly Traded Football Club," Scottish Journal of Political Economy, Scottish Economic Society, vol. 53(4), pages 485-504, September.
    12. Alex Edmans & Diego García & Øyvind Norli, 2007. "Sports Sentiment and Stock Returns," Journal of Finance, American Finance Association, vol. 62(4), pages 1967-1998, August.
    13. Antonio Samagaio & Eduardo Couto & Jorge Caiado, 2009. "Sporting, financial and stock market performance in English football: an empirical analysis of structural relationships," CEMAPRE Working Papers 0906, Centre for Applied Mathematics and Economics (CEMAPRE), School of Economics and Management (ISEG), Technical University of Lisbon.
    14. Georg Stadtmann, 2006. "Frequent News and Pure Signals: The Case of a Publicly Traded Football Club," Working Papers 0603, International Association of Sports Economists;North American Association of Sports Economists.
    15. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    16. Adrian R. Bell & Chris Brooks & David Matthews & Charles Sutcliffe, 2012. "Over the moon or sick as a parrot? The effects of football results on a club's share price," Applied Economics, Taylor & Francis Journals, vol. 44(26), pages 3435-3452, September.
    17. Ender Demir & Hakan Danis, 2011. "The Effect of Performance of Soccer Clubs on Their Stock Prices: Evidence from Turkey," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 47(0), pages 58-70, September.
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    More about this item

    Keywords

    soccer stock returns; event study analysis; algorithmic investment strategies; market neutral strategy; sports efficiency;
    All these keywords.

    JEL classification:

    • C4 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics
    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • C45 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Neural Networks and Related Topics
    • C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
    • C58 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Financial Econometrics
    • G13 - Financial Economics - - General Financial Markets - - - Contingent Pricing; Futures Pricing

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