Match running performance is similar in lower and higher competitive standards of Spanish professional soccer accounting for effective playing time
- PMID: 38952918
- PMCID: PMC11167472
- DOI: 10.5114/biolsport.2024.132993
Match running performance is similar in lower and higher competitive standards of Spanish professional soccer accounting for effective playing time
Abstract
This study aimed to compare match running performance of players in the top two competitive standards of Spanish professional soccer, accounting for effective playing time (the duration of play after subtracting the game interruptions). A total of 2,784 match observations from 44 teams competing in the Spanish First Division (LaLiga Santander) and the Second Division (LaLiga Smartbank) were undertaken during two consecutive seasons (from 2021/22 to 2022/23). Total distance (TD), medium-speed running (MSR, distance 14.1-21 km · h-1), high-speed running (HSR, > 21 km · h-1), very high-speed running (VHSR, 21.1-24 km · h-1) and sprinting speed running distance (Sprint, > 24 km · h-1) were analyzed using a computerized tracking system (TRACAB, Chyronhego, New York, NY). These physical performance variables were calculated for both total and effective playing time. The main results showed that the mean effective playing time was significantly higher in matches of the First Division than in the Second Division (p < .01). In contrast to those observed when total playing time was considered, there were no significant differences (p > .05) between both competitive standards on medium speed running (MSR), high speed running (HSR), very high-speed running (VHSR), and sprint distances when the effective playing time was considered. Such findings demonstrate that contrary to previous research match running performance of players was similar in lower and higher competitive standards. Thus, effective playing time should be taken into account when interpreting the match running performance of professional soccer players.
Keywords: Effective playing time; Fatigue; Football; Physical demands.
Copyright © Institute of Sport – National Research Instutite.
Conflict of interest statement
The authors report there are no competing interests to declare.
Figures

Similar articles
-
The Evolution of Match Running Performance in the Top Two Spanish Soccer Leagues: A Comparative Four-Season Study.J Funct Morphol Kinesiol. 2025 Jan 10;10(1):27. doi: 10.3390/jfmk10010027. J Funct Morphol Kinesiol. 2025. PMID: 39846668 Free PMC article.
-
Elite Soccer Players Do Not Cover Less Distance in the Second Half of the Matches When Game Interruptions Are Considered.J Strength Cond Res. 2024 Apr 1;38(4):709-713. doi: 10.1519/JSC.0000000000003935. Epub 2020 Dec 17. J Strength Cond Res. 2024. PMID: 33337688
-
Effects of Age on Physical Match Performance in Professional Soccer Players.J Strength Cond Res. 2023 Jun 1;37(6):1244-1249. doi: 10.1519/JSC.0000000000003244. Epub 2023 Apr 28. J Strength Cond Res. 2023. PMID: 31268996
-
Quantifying Exposure and Intra-Individual Reliability of High-Speed and Sprint Running During Sided-Games Training in Soccer Players: A Systematic Review and Meta-analysis.Sports Med. 2023 Feb;53(2):371-413. doi: 10.1007/s40279-022-01773-1. Epub 2022 Nov 4. Sports Med. 2023. PMID: 36331702 Free PMC article.
-
High-speed running and sprinting in professional adult soccer: Current thresholds definition, match demands and training strategies. A systematic review.Front Sports Act Living. 2023 Feb 13;5:1116293. doi: 10.3389/fspor.2023.1116293. eCollection 2023. Front Sports Act Living. 2023. PMID: 36860737 Free PMC article. Review.
Cited by
-
Football (soccer) match-derived hamstring muscles residual fatigue can be monitored using early rate of torque development.Eur J Appl Physiol. 2025 May;125(5):1449-1461. doi: 10.1007/s00421-024-05694-x. Epub 2024 Dec 27. Eur J Appl Physiol. 2025. PMID: 39725689
-
Effects of the FIFA World Cup Qatar 2022 on match running performance in the Spanish professional soccer league: A pilot study.Biol Sport. 2025 Mar 24;42(3):269-274. doi: 10.5114/biolsport.2025.144414. eCollection 2025 Jul. Biol Sport. 2025. PMID: 40657006 Free PMC article.
-
Multivariate analysis of teams' physical performances in official football matches in LaLiga 2023-24.Biol Sport. 2025 Feb 4;42(3):169-176. doi: 10.5114/biolsport.2025.146784. eCollection 2025 Jul. Biol Sport. 2025. PMID: 40656997 Free PMC article.
-
The Evolution of Match Running Performance in the Top Two Spanish Soccer Leagues: A Comparative Four-Season Study.J Funct Morphol Kinesiol. 2025 Jan 10;10(1):27. doi: 10.3390/jfmk10010027. J Funct Morphol Kinesiol. 2025. PMID: 39846668 Free PMC article.
References
-
- Morgans R, Adams D, Mullen R, Sacramento J, McLellan C, Williams M. A comparison of physical and technical match performance of a team competing in the English Championship League and then the English Premier League following promotion. Int J Sports Sci Coach. 2015; 10:543–549. 10.1260/1747-9541.10.2-3.543 - DOI
LinkOut - more resources
Full Text Sources