journal article·2025-08-29Open access

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

Jibing Wang, Yujia Zhai

Applied Sciences· Volume 15· Issue 17

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.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Sports Analytics and Performance · Sports Performance and Training · Pharmacological Effects and Assays

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

International College of Football, Tongji University, Shanghai 200092, China

References (49)

Show source-provided references
1. The athlete monitoring cycle: A practical guide to interpreting and applying training monitoring data10.1136/bjsports-2016-097298 ↗
2. Methods to collect and interpret external training load using microtechnology incorporating GPS in professional football: A systematic review10.1080/15438627.2019.1686703 ↗
3. Match outcome and distances covered at various speeds in match play by elite German soccer players
4. Match outcome and sprinting activities in match play by elite German soccer players
5. Gualtieri, A., Rampinini, E., Dello Iacono, A., and Beato, M. (2023). High-speed running and sprinting in professional adult soccer: Current thresholds definition, match demands and training strategies. A systematic review. Front. Sports Act. Living, 5.10.3389/fspor.2023.1116293 ↗
6. Physiology of soccer—An update10.2165/00007256-200535060-00004 ↗
7. Comparisons of ball possession, match running performance, player prominence and team network properties according to match outcome and playing formation during the 2018 FIFA World Cup
8. ‘Setting the Benchmark’ Part 1: The Contextualised Physical Demands of Positional Roles in the FIFA World Cup Qatar 202210.5114/biolsport.2024.131090 ↗
9. Relationship between key offensive performance indicators and match running performance in the FIFA Women’s World Cup 2023
10. Plakias, S., and Michailidis, Y. (2024). Factors Affecting the Running Performance of Soccer Teams in the Turkish Super League. Sports, 12.10.3390/sports12070196 ↗
11. Factors affecting match running performance in elite soccer: Analysis of UEFA Champions League matches10.5114/biolsport.2023.116453 ↗
12. Match running performance characterizing the most elite soccer match-play10.5114/biolsport.2023.124847 ↗
13. The influence of situational and environmental factors on match-running in soccer: A systematic review10.1080/24733938.2017.1329589 ↗
14. The effects of the Video Assistant Referee system (VAR) on the playing time, technical-tactical and physical performance in elite soccer
15. Analysing substitutions in recent World Cups and European Championships in male and female elite football—Influence of new substitution rules10.5114/biolsport.2024.134755 ↗
16. Pan, P.Y., Li, F.B., Han, B., Yuan, B., and Liu, T.B. (2023). Exploring the impact of professional soccer substitute players on physical and technical performance. BMC Sports Sci. Med. Rehabil., 15.10.1186/s13102-023-00752-x ↗
17. Profiling the Responses of Soccer Substitutes: A Review of Current Literature10.1007/s40279-018-0962-9 ↗
18. Dijkhuis, T.B., Kempe, M., and Lemmink, K.A.P.M. (2021). Early Prediction of Physical Performance in Elite Soccer Matches-A Machine Learning Approach to Support Substitutions. Entropy, 23.10.3390/e23080952 ↗
19. Substitute running outputs in elite youth male soccer players: Less peak but greater relative running outputs10.5114/biolsport.2023.112969 ↗
20. Castillo-Rodríguez, A., González-Téllez, J.L., Figueiredo, A., Chinchilla-Minguet, J.L., and Onetti-Onetti, W. (2023). Starters and non-starters soccer players in competition: Is physical performance increased by the substitutions?. BMC Sports Sci. Med. Rehabil., 15.10.1186/s13102-023-00641-3 ↗
21. García-Aliaga, A., Martín-Castellanos, A., Nieto, M.M., Solana, D.M., Resta, R., del Campo, R.L., Mon-López, D., and Refoyo, I. (2023). Effect of Increasing the Number of Substitutions on Physical Performance during Periods of Congested Fixtures in Football. Sports, 11.10.3390/sports11020025 ↗
22. Linke, D., Link, D., and Lames, M. (2020). Football-specific validity of TRACAB’s optical video tracking systems. PLoS ONE, 15.10.1371/journal.pone.0230179 ↗
23. FIFA (2022). Electronic Performance and Tracking Systems—Certified Systems, FIFA.
24. Running performance of substitutes in the FIFA World Cup after the change in substitution rule: Influence of match outcome, playing position and sex10.1080/24748668.2024.2358268 ↗
25. Analysis on ‘Overlength Additional Time’ of 2022 Qatar FIFA World Cup
26. A cautionary note on the use of the Kolmogorov-Smirnov test for normality10.1175/MWR3326.1 ↗
27. How Do We Perform. A Paired -Test. When We Don’t Know How Pair?10.1080/00031305.2022.2115552 ↗
28. Progressive Statistics for Studies in Sports Medicine and Exercise Science10.1249/MSS.0b013e31818cb278 ↗
29. Evaluation of the Match Performances of Substitution Players in Elite Soccer10.1123/ijspp.2013-0304 ↗
30. Analysis of Physical and Technical Performance of Substitute Players in Professional Soccer10.1080/02701367.2020.1755414 ↗
31. The Five-substitution Option Enhances Teams’ Running Performance at High Speed in Football10.1055/a-1982-9808 ↗
32. Mohr, M., Vigh-Larsen, J.F., and Krustrup, P. (2022). Muscle Glycogen in Elite Soccer—A Perspective on the Implication for Performance, Fatigue, and Recovery. Front. Sports Act. Living, 4.10.3389/fspor.2022.876534 ↗
33. Markers of Postmatch Fatigue in Professional Rugby League Players10.1519/JSC.0b013e3181cc22cc ↗
34. Additional substitutions in elite European football10.1177/17479541231164090 ↗
35. Tier-specific evolution of match performance characteristics in the English Premier League: It’s getting tougher at the top10.1080/02640414.2015.1082614 ↗
36. Modric, T., Versic, S., Sekulic, D., and Liposek, S. (2019). Analysis of the Association between Running Performance and Game Performance Indicators in Professional Soccer Players. Int. J. Environ. Res. Public Health, 16.10.3390/ijerph16204032 ↗
37. Evolution of World Cup soccer final games 1966–2010: Game structure, speed and play patterns10.1016/j.jsams.2013.03.016 ↗
38. Teixeira, J.E., Leal, M., Ferraz, R., Ribeiro, J., Cachada, J.M., Barbosa, T.M., Monteiro, A.M., and Forte, P. (2021). Effects of Match Location, Quality of Opposition and Match Outcome on Match Running Performance in a Portuguese Professional Football Team. Entropy, 23.10.3390/e23080973 ↗
39. Augusto, D., Brito, J., Aquino, R., Figueiredo, P., Eiras, F., Tannure, M., Veiga, B., and Vasconcellos, F. (2021). Contextual Variables Affect Running Performance in Professional Soccer Players: A Brief Report. Front. Sports Act. Living, 3.10.3389/fspor.2021.778813 ↗
40. The porous high-press? An experimental approach investigating tactical behaviours from two pressing strategies in football10.1080/02640414.2021.1925424 ↗
41. Training defensive high-press in soccer: Physical and physiological responses to different small-sided games played by youth athletes10.1080/24748668.2023.2198298 ↗
42. The characteristics of counterattacks in the Spanish league (La Liga) in 2021–2022
43. González-Rodenas, J., Aranda-Malaves, R., Tudela-Desantes, A., Nieto, F., Usó, F., and Aranda, R. (2020). Playing tactics, contextual variables and offensive effectiveness in English Premier League soccer matches. A multilevel analysis. PLoS ONE, 15.10.1371/journal.pone.0226978 ↗
44. The effect of contextual variables on the attacking style of play in professional soccer
45. Work-rate Analysis of Substitute Players in Professional Soccer: Analysis of Seasonal Variations10.2478/hukin-2018-0025 ↗
46. Kobal, R., Aquino, R., Carvalho, L., Serra, A., Sander, R., Gomes, N., Concon, V., Ramos, G.P., and Barroso, R. (2022). Does the Number of Substitutions Used during the Matches Affect the Recovery Status and the Physical and Technical Performance of Elite Women’s Soccer?. Int. J. Environ. Res. Public Health, 19.10.3390/ijerph191811541 ↗
47. Decline in Match Running Performance in Football is affected by an Increase in Game Interruptions
48. Investigating the inter-country variations in game interruptions across the Big-5 European football leagues10.1080/24748668.2020.1865688 ↗
49. Liang, J.W., and Guo, Z.G. (2023, January 3–5). A quantitative study and impact analysis of the phenomenon of extra-long extra time at the Qatar World Cup in the context of the development of the FIFA extra time rule. Proceedings of the 13th National Congress of Sport Science, Tianjin, China.