RT Journal Article T1 How Do Player Substitutions Influence Men's UEFA Champions League Soccer Matches? A1 Iglesias, Blanca A1 García Ceberino, Juan Manuel A1 García Rubio, Javier A1 Ibáñez Godoy, Sergio José AB Coaches' player substitution strategies can change the tactical behavior and the final result of matches. This empirical study aims to describe the relationship/association of player substitution variables with the results of men's UEFA Champions League matches during the 2018-2019 season. A total of 125 matches were analyzed using an ad hoc observation sheet created for this purpose. To measure the degree and strength of association between the variables studied, Chi-square and Cramer’s V tests were used, respectively. In turn, the Adjusted Standardized Residuals from the contingency tables were calculated to detect patterns of association. Likewise, a decision tree, in particular, the CHAID method, was used to predict and identify interactions. Player substitutions affect the final result and the findings prove it. An own team's goal after 5-10 minutes of player substitution was win-related (positive impact) (90.40%, ASRs = 10.40), while an opposing team’s goal after 5-10 minutes of player substitution was loss-related (negative impact) (90.30%, ASRs = 10.30). Regardless of the match status, the positive impact increased the winning percentage. Furthermore, the match status was postulated as an indicator of the need to make player substitutions. It showed that player substitutions could determine the final result when teams were tying. On the other hand, the match location was not a differentiating factor between winning and losing teams, although the winning percentage was somewhat higher for home teams. Coaches could use this information to establish player substitution strategies that would allow them to perform at their best. PB MDPI SN 2076-3417 (electrónico) YR 2022 FD 2022-11 LK https://hdl.handle.net/10272/22111 UL https://hdl.handle.net/10272/22111 LA eng NO Iglesias, B., García-Ceberino, J. M., García-Rubio, J., & Ibáñez, S. J. (2022). How Do Player Substitutions Influence Men’s UEFA Champions League Soccer Matches? In Applied Sciences (Vol. 12, Issue 22, p. 11371). MDPI AG. https://doi.org/10.3390/app122211371 NO This study was partially subsidized by the Aid for Research Groups (GR21149) from theRegional Government of Extremadura (Department of Economy, Science and Digital Agenda), with acontribution from the European Union from the European Funds for Regional Development. Theauthor J.M.G.-C. was supported by a grant from the Universities Ministry of Spain and the EuropeanUnion (NextGenerationUE) “Ayuda del Programa de Recualificación del Sistema UniversitarioEspañol, Modalidad de ayudas Margarita Salas para la formación de jóvenes doctores” (MS-01). DS Repositorio Institucional de la Universidad de Huelva RD 1 jun 2026