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On-field Performance Evaluation in Soccer based on Network Data Envelopment Analysis

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Abstract

In this paper, we present for the first time the on-field production process of soccer teams as a mixed (serial and parallel) structure two-stage network system. According to this, the first stage consists of two distinct sub-processes (offense and defense) that operate in parallel. These respectively use players’ offensive and defensive actions as inputs to produce two different intermediate measures, namely, goals scored and prevention of goals conceded. These, in turn, are the inputs of the second stage (points’ accumulation sub-process) that produces accumulated points. Furthermore, based on a two-stage network Data Envelopment Analysis (DEA) model, we estimate the offensive, defensive, and athletic efficiency of soccer teams during a league season. According to our proposed framework, these three different efficiency scores are provided (for each soccer team under evaluation) by a single linear programming problem. For this purpose, aggregate-over-games statistics from the 2013-14 Greek premier soccer league are used.

Suggested Citation

  • Thanasis Bouzidis, 2019. "On-field Performance Evaluation in Soccer based on Network Data Envelopment Analysis," Discussion Paper Series 2019_05, Department of Economics, University of Macedonia, revised Nov 2019.
    • Handle: RePEc:mcd:mcddps:2019_05
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    More about this item

    Keywords

    Two-stage Network DEA; Soccer Teams; League Season.;
    All these keywords.

    JEL classification:

    • Z2 - Other Special Topics - - Sports Economics

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