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足球比赛中随机性对进球目标的影响随时间的推移而降低。对英超联赛中进球随机性的实证分析。

The influence of randomness on goals in football decreases over time. An empirical analysis of randomness involved in goal scoring in the English Premier League.

机构信息

Institute of Exercise Training and Sport Informatics, German Sport University Cologne, Cologne, NRW, Germany.

出版信息

J Sports Sci. 2021 Oct;39(20):2322-2337. doi: 10.1080/02640414.2021.1930685. Epub 2021 May 24.

Abstract

Performance analysis in football predominantly focuses on systematic contributions to success, thus neglecting the role of randomness. The present paper pursues a direct approach to quantify and analyse randomness in football by identifying random influences in the goal scoring process. The dataset includes all matches from the seasons 12/13 to 18/19 of the English Premier League, adding up to a total of 7,263 goals, that were checked for the occurrence of six variables of random influence. Additionally, the influence of nine situational variables was investigated. Results show that randomness was present for almost 50% of all goals. Moreover, it was demonstrated that the proportion of random goals decreased over the seven seasons (p < .001), is more pronounced for weaker teams (p < .05) as well as if the current scoreline is a draw (p < .05) and depends on the match situation (open play, freekick, corner, penalty). An improved understanding of randomness in football has important implications for both researchers and practitioners. Performance analysts should acknowledge randomness as a crucial factor to distinguish clearly between performance and success. Coaches could even consider the conscious creation of uncontrollable situations as a possible tactic to provoke random influences on goal scoring.

摘要

足球比赛中的表现分析主要侧重于对成功的系统贡献,因此忽略了随机性的作用。本文通过确定进球过程中的随机影响,采用直接的方法来量化和分析足球中的随机性。该数据集包括 12/13 赛季至 18/19 赛季的所有英超联赛比赛,共计 7263 个进球,检查了六个随机影响变量的发生情况。此外,还研究了九个情境变量的影响。结果表明,几乎所有进球中都存在随机性。此外,研究表明,随着时间的推移,随机进球的比例呈下降趋势(p<0.001),弱队(p<0.05)的比例更高,以及当前比分平局时(p<0.05),以及取决于比赛情况(自由球、角球、点球)。更好地理解足球中的随机性对研究人员和从业者都具有重要意义。绩效分析师应该承认随机性是一个关键因素,以便清楚地区分表现和成功。教练甚至可以考虑有意识地创造不可控的情况,作为一种可能的策略来引发对进球的随机影响。

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