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On-field Performance Assessment in Football: Applying the Connected Network Data Envelopment Analysis Model

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Abstract

In this paper, we apply for the first time the connected network Data Envelopment Analysis (DEA) model to assess the on-field performance of football clubs during a league season. Specifically, we separately measure football clubs’ technical efficiency in offense, defense, and points’ earning by using their: (i) attacking and defending moves as the inputs of offense and defense, respectively; (ii) goals scored and goals conceded as the intermediate measures that simultaneously serve as both: (a) the single outputs of offense and defense, respectively; and (b) the inputs of the points’ earning process; (iii) points earned as the single output of the points’ earning process. To illustrate the usefulness of our theoretical framework, we make use of aggregate match statistics from the 2013-2014 Greek premier football league.

Suggested Citation

  • Thanasis Bouzidis, 2018. "On-field Performance Assessment in Football: Applying the Connected Network Data Envelopment Analysis Model," Discussion Paper Series 2018_12, Department of Economics, University of Macedonia, revised Dec 2018.
    • Handle: RePEc:mcd:mcddps:2018_12
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    Cited by:

    1. Don Galagedera & Joan Tan, 2024. "Assessing Overall Performance of Sports Clubs and Decomposing into Their On-Field and Off-Field Efficiency," Mathematics, MDPI, vol. 12(22), pages 1-25, November.

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    More about this item

    Keywords

    Football Clubs; Offense; Defense; Points’ Earning; League Season; Efficiency; DEA.;
    All these keywords.

    JEL classification:

    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis
    • L83 - Industrial Organization - - Industry Studies: Services - - - Sports; Gambling; Restaurants; Recreation; Tourism
    • Z21 - Other Special Topics - - Sports Economics - - - Industry Studies

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