Gabrys Tomasz, Chruscinski Radoslaw, Garnys Michal, Suva Matej, Švátora Karel
Sport Centrum Faculty of Education, University of West Bohemia, Pilsen, Czechia.
Department of Sport Science, 4Sport LAB, Warsaw, Poland.
Front Sports Act Living. 2025 Jul 10;7:1573823. doi: 10.3389/fspor.2025.1573823. eCollection 2025.
Coaches leading national football teams during championship tournaments make decisions about tactical substitutions of players in critical match phases. This may be an attempt to change or defend a favorable score. This study focused on the time of decision-making of forced and planned substitutions, considering its characteristics: neutral, offensive, and defensive. The point of analysis of the substitutions was the match outcomes at the time of the substitutions and the final result and impact of the substitution concerning the result.
A total of 51 matches played during the UEFA EURO 2024 football tournament were analyzed, during which 466 player substitutions were made. For the statistical analysis of the degree and strength of the relationship between the variables, the chi-square test, Cramer's V coefficient, and machine learning were used accordingly.
72% of coaches' decisions to player substitutions resulted from the decision to change the team's tactics by changing the team's setup or the players' positions. The most common negative (69%) or positive (61%) impact occurred from the substitution of a player after the 20th minute.
The decision trees used in the analysis determined the most advantageous time periods for coaches to make decisions about substitutions. The highest substitution effectiveness rate is obtained when the substitution is made between 60 and 85 min, and the lowest is made between 45 and 60 min.
在锦标赛期间带领国家足球队的教练会在关键比赛阶段做出球员战术替换的决定。这可能是为了改变或维持有利的比分。本研究聚焦于强制替换和计划替换的决策时间,并考虑其特点:中性、进攻性和防守性。对替换的分析重点在于替换时的比赛结果以及替换对最终结果的影响。
分析了2024年欧洲足球锦标赛期间进行的51场比赛,期间共进行了466次球员替换。相应地,使用卡方检验、克莱默V系数和机器学习对变量之间关系的程度和强度进行统计分析。
72%的教练做出球员替换决定是出于通过改变球队阵容或球员位置来改变球队战术的决定。在第20分钟后替换球员产生的最常见负面影响(69%)或正面影响(61%)。
分析中使用的决策树确定了教练做出替换决定的最有利时间段。在60至85分钟之间进行替换时获得的替换有效率最高,而在45至60分钟之间进行替换时最低。