IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v186y2023ipas0040162522006370.html
   My bibliography  Save this article

Using data analytics to capture the strategic and financial decision-making of Europe's top football club

Author

Listed:
  • Toma, Pierluigi
  • Campobasso, Francesco

Abstract

Since soccer is the most prominent sport in Europe—not to mention the world—it is no wonder that deep strategizing has become the norm in its management models. In this study we extract from real data the hidden and nontrivial relationships that have developed within the game in order to further the current understanding of how a team's performance is premised on its tactical and financial choices. We adopt, for the first time—in combination with an ordered logit model—inequality indexes at the team level. Our analysis uses a large and unique dataset that includes all of the teams from the top five European national championship leagues, including detailed player and team statistics. The results differ between the top-tier and medium-to-bottom tier teams and highlight an overall strategic evolution over the last decade.

Suggested Citation

  • Toma, Pierluigi & Campobasso, Francesco, 2023. "Using data analytics to capture the strategic and financial decision-making of Europe's top football club," Technological Forecasting and Social Change, Elsevier, vol. 186(PA).
    • Handle: RePEc:eee:tefoso:v:186:y:2023:i:pa:s0040162522006370
    DOI: 10.1016/j.techfore.2022.122116
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0040162522006370
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.techfore.2022.122116?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Walter C. Neale, 1964. "The Peculiar Economics of Professional Sports," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 78(1), pages 1-14.
    2. Hammerschmidt, Jonas & Durst, Susanne & Kraus, Sascha & Puumalainen, Kaisu, 2021. "Professional football clubs and empirical evidence from the COVID-19 crisis: Time for sport entrepreneurship?," Technological Forecasting and Social Change, Elsevier, vol. 165(C).
    3. Babatunde Buraimo, 2008. "Stadium attendance and television audience demand in English league football," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 29(6), pages 513-523.
    4. Stefan Szymanski, 2010. "Income Inequality, Competitive Balance and the Attractiveness of Team Sports: Some Evidence and a Natural Experiment from English Soccer," Palgrave Macmillan Books, in: Football Economics and Policy, chapter 9, pages 182-201, Palgrave Macmillan.
    5. Simon Rottenberg, 1956. "The Baseball Players' Labor Market," Journal of Political Economy, University of Chicago Press, vol. 64(3), pages 242-242.
    6. Brian Mills & Rodney Fort, 2014. "League-Level Attendance And Outcome Uncertainty In U.S. Pro Sports Leagues," Economic Inquiry, Western Economic Association International, vol. 52(1), pages 205-218, January.
    7. Bruno Travassos & Keith Davids & Duarte Araújo & T. Pedro Esteves, 2013. "Performance analysis in team sports: Advances from an Ecological Dynamics approach," International Journal of Performance Analysis in Sport, Taylor & Francis Journals, vol. 13(1), pages 83-95, April.
    8. 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.
    9. 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.
    10. Vecchiato, Riccardo, 2012. "Environmental uncertainty, foresight and strategic decision making: An integrated study," Technological Forecasting and Social Change, Elsevier, vol. 79(3), pages 436-447.
    11. Beiderbeck, Daniel & Frevel, Nicolas & von der Gracht, Heiko A. & Schmidt, Sascha L. & Schweitzer, Vera M., 2021. "The impact of COVID-19 on the European football ecosystem – A Delphi-based scenario analysis," Technological Forecasting and Social Change, Elsevier, vol. 165(C).
    12. Tim Pawlowski & Georgios Nalbantis & Dennis Coates, 2018. "Perceived Game Uncertainty, Suspense And The Demand For Sport," Economic Inquiry, Western Economic Association International, vol. 56(1), pages 173-192, January.
    13. Rodney Fort & James Quirk, 2011. "Optimal Competitive Balance In A Season Ticket League," Economic Inquiry, Western Economic Association International, vol. 49(2), pages 464-473, April.
    14. Martin Schmidt, 2001. "Competition in Major League Baseball: the impact expansion," Applied Economics Letters, Taylor & Francis Journals, vol. 8(1), pages 21-26.
    15. Brad R. Humphreys, 2002. "Alternative Measures of Competitive Balance in Sports Leagues," Journal of Sports Economics, , vol. 3(2), pages 133-148, May.
    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. Raul Caruso & Francesco Addesa & Marco Di Domizio, 2019. "The Determinants of the TV Demand for Soccer: Empirical Evidence on Italian Serie A for the Period 2008-2015," Journal of Sports Economics, , vol. 20(1), pages 25-49, January.
    2. Alexander John Bond & Francesco Addesa, 2020. "Competitive Intensity, Fans’ Expectations, and Match-Day Tickets Sold in the Italian Football Serie A, 2012-2015," Journal of Sports Economics, , vol. 21(1), pages 20-43, January.
    3. Adam Cox, 2018. "Spectator Demand, Uncertainty of Results, and Public Interest," Journal of Sports Economics, , vol. 19(1), pages 3-30, January.
    4. Dominik Schreyer, 2019. "Football spectator no-show behaviour in the German Bundesliga," Applied Economics, Taylor & Francis Journals, vol. 51(45), pages 4882-4901, September.
    5. Besters, Lucas, 2018. "Economics of professional football," Other publications TiSEM d9e6b9b7-a17b-4665-9cca-1, Tilburg University, School of Economics and Management.
    6. Pedro Garcia-del-Barrio & J. James Reade, 2022. "Does certainty on the winner diminish the interest in sport competitions? The case of formula one," Empirical Economics, Springer, vol. 63(2), pages 1059-1079, August.
    7. Allen R. Sanderson & John J. Siegfried, 2003. "Thinking about Competitive Balance," Journal of Sports Economics, , vol. 4(4), pages 255-279, November.
    8. Budzinski, Oliver & Gänßle, Sophia & Kunz-Kaltenhäuser, Philipp, 2019. "How does online streaming affect antitrust remedies to centralized marketing? The case of European football broadcasting rights," Ilmenau Economics Discussion Papers 128, Ilmenau University of Technology, Institute of Economics.
    9. Brown, Katie M. & Salaga, Steven, 2018. "NCAA football television viewership: Product quality and consumer preference relative to market expectations," Sport Management Review, Elsevier, vol. 21(4), pages 377-390.
    10. Jigyu Chung & Young Hoon Lee & Joon-Ho Kang, 2016. "Ex Ante and Ex Post Expectations of Outcome Uncertainty and Baseball Television Viewership," Journal of Sports Economics, , vol. 17(8), pages 790-812, December.
    11. Antonio Avila-Cano & Amparo Ruiz-Sepulveda & Francisco Triguero-Ruiz, 2021. "Identifying the Maximum Concentration of Results in Bilateral Sports Competitions," Mathematics, MDPI, vol. 9(11), pages 1-19, June.
    12. 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.
    13. Pedro Garcia-del-Barrio & J. James Reade, 2023. "The Impact of Uncertainty on Fan Interest Surrounding Multiple Outcomes in Open European Football Leagues," Economics Discussion Papers em-dp2023-02, Department of Economics, University of Reading.
    14. Oliver Gürtler & Markus Lang & Tim Pawlowski, 2015. "On the Release of Players to National Teams," Journal of Sports Economics, , vol. 16(7), pages 695-713, October.
    15. Kelly Goossens, 2006. "Competitive balance in european football: comparison by adapting measures: national measure of seasonal imbalance and Top 3," Rivista di Diritto ed Economia dello Sport, Centro di diritto e business dello Sport, vol. 2(2), pages 77-122, Dicembre.
    16. Robert J. Lemke & Matthew Leonard & Kelebogile Tlhokwane, 2010. "Estimating Attendance at Major League Baseball Games for the 2007 Season," Journal of Sports Economics, , vol. 11(3), pages 316-348, June.
    17. Dominik Schreyer & Sascha L. Schmidt & Benno Torgler, 2017. "Game Outcome Uncertainty and the Demand for International Football Games: Evidence From the German TV Market," Journal of Media Economics, Taylor & Francis Journals, vol. 30(1), pages 31-45, January.
    18. Trung Minh Dang & Ross Booth & Robert Brooks & Adi Schnytzer, 2015. "Do TV Viewers Value Uncertainty of Outcome? Evidence from the Australian Football League," The Economic Record, The Economic Society of Australia, vol. 91(295), pages 523-535, December.
    19. Jaume García & Plácido Rodríguez & Federico Todeschini, 2020. "The Demand for the Characteristics of Football Matches: A Hedonic Price Approach," Journal of Sports Economics, , vol. 21(7), pages 688-704, October.
    20. Georgios Nalbantis & Tim Pawlowski, 2019. "U.S. Demand for European Soccer Telecasts: A Between-Country Test of the Uncertainty of Outcome Hypothesis," Journal of Sports Economics, , vol. 20(6), pages 797-818, August.

    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:eee:tefoso:v:186:y:2023:i:pa:s0040162522006370. 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: Catherine Liu (email available below). General contact details of provider: http://www.sciencedirect.com/science/journal/00401625 .

    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.