How do the football teams play in LaLiga? Analysis and comparison of playing styles according to the outcome

IF 1.9 4区 教育学 Q2 SPORT SCIENCES
Adrián Martín-Castellanos, Marina Rueda Flores, Diego Muriarte Solana, Roberto López Del Campo, Fabio Nevado Garrosa, Daniel Mon-López
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Abstract

ABSTRACTThe behaviour adopted by football teams during matches is defined as their playing style and is a key area for performance analysis. This study aimed to identify the playing styles of LaLiga teams considering match outcome and overall comparison, during a season. The sample was collected from the 2020/2021 LaLiga, consisting of 380 matches, with a total of 760 records. In this research, technical (12), tactical (six) and physical (seven) variables were selected, as well as three variables related to goalkeeper performance, totalling a count of 28 performance indicators. A principal component analysis with orthogonal Varimax rotation was performed. As a result, the models explained more than 76% of the total variance, identifying six main factors or playing styles. These styles were recognised as build-up, high pressing, high-intensity play, direct play, use of crosses and high distance in the opposition half. Compared to previous research conducted in other leagues, five of the six styles could be identified in advance, but not the high-distance style, which only occurred in draws and wins. The use of crosses was identified for victories or defeats. Coaches, analysts and sport scientists could take these playing styles into account for analysis and match preparation.KEYWORDS: Soccerprincipal component analysisperformance analysisSpanish leagueanalyst AcknowledgementAs part of the doctoral thesis of the first author, we would like to thank LaLiga for providing the data necessary to carry out the study.Disclosure statementNo potential conflict of interest was reported by the author(s).Supplemental dataSupplemental data for this article can be accessed online at https://doi.org/10.1080/24748668.2023.2262813.
西甲的足球队是怎么踢的?根据比赛结果对比赛风格进行分析和比较
摘要足球球队在比赛中采取的行为被定义为他们的比赛风格,是表现分析的关键领域。本研究旨在确定在一个赛季中考虑比赛结果和整体比较的西甲球队的比赛风格。样本来自2020/2021赛季的西甲联赛,包括380场比赛,共有760项记录。本研究选取了技术变量(12个)、战术变量(6个)和身体变量(7个),以及与门将表现相关的3个变量,共计28个表现指标。采用正交旋转法进行主成分分析。结果,这些模型解释了76%以上的总差异,确定了6个主要因素或游戏风格。这些风格被认为是建立,高压力,高强度的比赛,直接比赛,在对方半场使用传中和远距离比赛。与之前在其他联赛中进行的研究相比,六种风格中的五种可以提前识别,但远距离风格无法识别,这种风格只发生在平局和胜利中。十字架的使用被确定为胜利或失败。教练、分析师和运动科学家可以在分析和比赛准备中考虑到这些比赛风格。作为第一作者博士论文的一部分,我们要感谢西甲联赛为开展这项研究提供了必要的数据。披露声明作者未报告潜在的利益冲突。补充数据本文的补充数据可以在线访问https://doi.org/10.1080/24748668.2023.2262813。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
International Journal of Performance Analysis in Sport
International Journal of Performance Analysis in Sport Health Professions-Physical Therapy, Sports Therapy and Rehabilitation
CiteScore
4.40
自引率
4.80%
发文量
38
期刊介绍: The International Journal of Performance Analysis in Sport aims to present current original research into sports performance. In so doing, the journal contributes to our general knowledge of sports performance making findings available to a wide audience of academics and practitioners.
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