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      Estimation of injury costs: financial damage of English Premier League teams’ underachievement due to injuries

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          Abstract

          Background

          In individual sports, the effect that injuries have on an athlete’s performance, success and financial profit is implicit. In contrast, the effect of a single player’s injury or one player’s absence in team sports is much more difficult to quantify, both from the performance perspective and the financial perspective.

          Objectives

          In this study, we attempted to estimate the effect of injuries on the performance of football teams from the English Premier League (EPL), and the financial implications derived from this effect.

          Methods

          Our analysis is based on data regarding game results, injuries and estimations of the players’ financial value for the 2012–2013 through the 2016–2017 seasons.

          Results

          We found a statistically significant relationship (r=−0.46, 95% CI −0.6 to −0.28, p=0.001) between the number of days out due to injuries suffered by team members during a season and the place difference between their actual and expected finish in the EPL table (according to overall player value). Moreover, we can interpolate that approximately 136 days out due to injury causes a team the loss of one league point, and that approximately 271 days out due to injury costs a team one place in the table. This interpolation formula is used as a heuristic model, and given the relationship specified above accounts for a significant portion of the variance in league placement (21%), the remaining variance is related to other factors. Calculating the costs of wage bills and prize money, we estimate that an EPL team loses an average of £45 million sterling due to injury-related decrement in performance per season.

          Conclusion

          Professional football clubs have a strong economic incentive to invest in injury prevention and rehabilitation programmes.

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          Most cited references13

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          Injuries affect team performance negatively in professional football: an 11-year follow-up of the UEFA Champions League injury study.

          The influence of injuries on team performance in football has only been scarcely investigated.
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            Monitoring Fatigue Status in Elite Team-Sport Athletes: Implications for Practice

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              Effective injury forecasting in soccer with GPS training data and machine learning

              Injuries have a great impact on professional soccer, due to their large influence on team performance and the considerable costs of rehabilitation for players. Existing studies in the literature provide just a preliminary understanding of which factors mostly affect injury risk, while an evaluation of the potential of statistical models in forecasting injuries is still missing. In this paper, we propose a multi-dimensional approach to injury forecasting in professional soccer that is based on GPS measurements and machine learning. By using GPS tracking technology, we collect data describing the training workload of players in a professional soccer club during a season. We then construct an injury forecaster and show that it is both accurate and interpretable by providing a set of case studies of interest to soccer practitioners. Our approach opens a novel perspective on injury prevention, providing a set of simple and practical rules for evaluating and interpreting the complex relations between injury risk and training performance in professional soccer.
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                Author and article information

                Journal
                BMJ Open Sport Exerc Med
                BMJ Open Sport Exerc Med
                bmjosem
                bmjosem
                BMJ Open Sport — Exercise Medicine
                BMJ Publishing Group (BMA House, Tavistock Square, London, WC1H 9JR )
                2055-7647
                2020
                20 May 2020
                : 6
                : 1
                : e000675
                Affiliations
                [1 ]departmentPhysical Education , The Academic College at Wingate, Department of Physical Education , Netanya, Israel
                [2 ]departmentPhysical Education , Kaye Academic College of Education , Beer-Sheva, Israel
                Author notes
                [Correspondence to ] Dr Elia Morgulev; eliamorgulev@ 123456yahoo.com
                Author information
                http://orcid.org/0000-0002-1669-4006
                Article
                bmjsem-2019-000675
                10.1136/bmjsem-2019-000675
                7247414
                32537241
                c030b588-12e0-4454-95c1-6fad0c7f1e3b
                © Author(s) (or their employer(s)) 2020. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ.

                This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See:  http://creativecommons.org/licenses/by-nc/4.0/.

                History
                : 22 March 2020
                Categories
                Original Research
                1506
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                football,injuries,prevention,soccer
                football, injuries, prevention, soccer

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