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Article

Association Between Substitutions and Match Running Performance Under Five-Substitution Rule: Evidence from the 2022 FIFA World Cup

International College of Football, Tongji University, Shanghai 200092, China
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Author to whom correspondence should be addressed.
Appl. Sci. 2025, 15(17), 9540; https://doi.org/10.3390/app15179540
Submission received: 9 July 2025 / Revised: 18 August 2025 / Accepted: 27 August 2025 / Published: 29 August 2025
(This article belongs to the Special Issue Sports Performance: Data Measurement, Analysis and Improvement)

Abstract

This study investigated associations between substitutions and match running performance (MRP) under the new five-substitution rule, utilising running data from the 2022 FIFA World Cup involving all 32 participating men’s national teams, comprising elite professional football players at the highest international competitive level. A paired sample t-test compared running performance among entire match players (EMP), replaced players (RP), and substitute players (SP) per team per match. A linear mixed model (LMM) was used to analyse the association between substitutions and MRP while also considering match-related factors associated with MRP as covariates and controlling for team variations. The main finding was that substitute players exhibit superior running performance compared to RP and EMP. Running metrics related to match outcomes indicate that more substitutions are associated with increases in total running distance and the number of sprints. This study highlights the importance of substitutions on team running performance under the new rules in modern elite football. Coaches can optimise their substitution strategies and physical training according to the new rules to meet the high-intensity demands of the game.
Keywords: elite football; Data analysis in sports; FIFA World Cup; running performance; substitutions elite football; Data analysis in sports; FIFA World Cup; running performance; substitutions

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MDPI and ACS Style

Wang, J.; Zhai, Y. Association Between Substitutions and Match Running Performance Under Five-Substitution Rule: Evidence from the 2022 FIFA World Cup. Appl. Sci. 2025, 15, 9540. https://doi.org/10.3390/app15179540

AMA Style

Wang J, Zhai Y. Association Between Substitutions and Match Running Performance Under Five-Substitution Rule: Evidence from the 2022 FIFA World Cup. Applied Sciences. 2025; 15(17):9540. https://doi.org/10.3390/app15179540

Chicago/Turabian Style

Wang, Jibing, and Yujia Zhai. 2025. "Association Between Substitutions and Match Running Performance Under Five-Substitution Rule: Evidence from the 2022 FIFA World Cup" Applied Sciences 15, no. 17: 9540. https://doi.org/10.3390/app15179540

APA Style

Wang, J., & Zhai, Y. (2025). Association Between Substitutions and Match Running Performance Under Five-Substitution Rule: Evidence from the 2022 FIFA World Cup. Applied Sciences, 15(17), 9540. https://doi.org/10.3390/app15179540

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