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Interpreting Physical Performance in Professional Soccer Match-Play: Should We be More Pragmatic in Our Approach?


Academic and practitioner interest in the physical performance of male professional soccer players in the competition setting determined via time–motion analyses has grown substantially over the last four decades leading to a substantial body of published research and aiding development of a more systematic evidence-based framework for physical conditioning. Findings have forcibly shaped contemporary opinions in the sport with researchers and practitioners frequently emphasising the important role that physical performance plays in match outcomes. Time–motion analyses have also influenced practice as player conditioning programmes can be tailored according to the different physical demands identified across individual playing positions. Yet despite a more systematic approach to physical conditioning, data indicate that even at the very highest standards of competition, the contemporary player is still susceptible to transient and end-game fatigue. Over the course of this article, the author suggests that a more pragmatic approach to interpreting the current body of time–motion analysis data and its application in the practical setting is nevertheless required. Examples of this are addressed using findings in the literature to examine (a) the association between competitive physical performance and ‘success’ in professional soccer, (b) current approaches to interpreting differences in time–motion analysis data across playing positions, and (c) whether data can realistically be used to demonstrate the occurrence of fatigue in match-play. Gaps in the current literature and directions for future research are also identified.

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  1. 1.

    Due to inconsistencies in terminology and definitions of high-intensity-type running activity in the studies cited throughout this article, the term “high-speed” activity was preferred here. Unless stated, discrete ‘high-intensity’ and ‘sprinting’ activities are encompassed under the “high-speed” activity definition. The speed threshold in kilometres per hour used for discrete high-speed activities in each study is provided where possible.


  1. 1.

    Carling C, Bloomfield J, Nelsen L, et al. The role of motion analysis in elite soccer: contemporary performance measurement techniques and work-rate data. Sports Med. 2008;38:839–62.

    PubMed  Article  Google Scholar 

  2. 2.

    Strudwick T, Reilly T. Work-rate profiles of elite premier league football players. Insight FA Coach Assoc J. 2001;4:55–9.

    Google Scholar 

  3. 3.

    Cazorla G, Zazoui M, Boussaidi L, et al. Étude des exigences physiologiques et biologiques du match de football et conséquences pour l’évaluation et la préparation physique du footballeur. In Zoudji B, editor. Science et Football: Recherches et Connaissances Actuelles; Valenciennes. France: Presses Universitaires de Valenciennes; 2009. p. 349–55.

  4. 4.

    Di Salvo V, Baron R, González-Haro C, et al. Sprinting analysis of elite soccer players during European Champions League and UEFA Cup matches. J Sports Sci. 2010;28:1489–94.

    PubMed  Article  Google Scholar 

  5. 5.

    Di Salvo V, Gregson W, Atkinson G, et al. Analysis of high intensity activity in Premier League soccer. Int J Sports Med. 2009;30:205–12.

    PubMed  Article  Google Scholar 

  6. 6.

    Rienzi E, Drust B, Reilly T, et al. Investigation of anthropometric and work-rate profiles of elite South American international soccer players. J Sports Med Phys Fitness. 2000;40:162–9.

    PubMed  CAS  Google Scholar 

  7. 7.

    Vigne G, Dellal A, Gaudino C, et al. Physical outcome in a successful Italian Serie A soccer team over three consecutive seasons. J Strength Cond Res. 2013;27:1400–6.

    Google Scholar 

  8. 8.

    Faude O, Koch T, Meyer T. Straight sprinting is the most frequent action in goal situations in professional football. J Sports Sci. 2012;30:625–31.

    PubMed  Article  Google Scholar 

  9. 9.

    Apor P. Successful formulae for fitness training. In: Reilly T, Lees A, Davids K, Murphy WJ, editors. Science and football. London: E&FN Spon; 1988. p. 95–107.

  10. 10.

    Wisløff U, Helgerud J, Hoff J. Strength and endurance of elite soccer players. Med Sci Sports Exerc. 1998;30:462–7.

    PubMed  Article  Google Scholar 

  11. 11.

    Mohr M, Krustrup P, Bangsbo J. Match performance of high-standard soccer players with special reference to development of fatigue. J Sports Sci. 2003;21:519–28.

    PubMed  Article  Google Scholar 

  12. 12.

    Di Salvo V, Baron R, Tschan H, et al. Performance characteristics according to playing position in elite soccer. Int J Sports Med. 2007;28:222–7.

    PubMed  Article  Google Scholar 

  13. 13.

    Carling C, Dupont G, Le Gall F. Analysis of repeated high-intensity running performance in professional soccer. J Sports Sci. 2012;30:325–6.

    PubMed  Article  Google Scholar 

  14. 14.

    Barros RML, Misuta MS, Menezes RP, et al. Analysis of the distances covered by first division Brazilian soccer players obtained with an automatic tracking method. J Sports Sci Med. 2007;6:233–42.

    Google Scholar 

  15. 15.

    Bloomfield J, Polman RCJ, O’Donoghue PG. Physical demands of different positions in FA Premier League soccer. J Sports Sci Med. 2007;6:63–70.

    Google Scholar 

  16. 16.

    Bradley PS, Sheldon W, Wooster B, et al. High-intensity running in English FA Premier League soccer matches. J Sports Sci. 2009;27:159–68.

    PubMed  Article  Google Scholar 

  17. 17.

    Bradley PS, Di Mascio M, Peart D, et al. High-intensity activity profiles of elite soccer players at different performance levels. J Strength Cond Res. 2010;24:2343–51.

    PubMed  Article  Google Scholar 

  18. 18.

    Dellal A, Chamari K, Ahmaidi S, et al. Physical and technical performance in European soccer match-play: FA Premier League and La Liga. Eur J Sports Sci. 2010;11:51–9.

    Article  Google Scholar 

  19. 19.

    Di Mascio M, Bradley PS. Evaluation of the most intense high-intensity running periods in English FA Premier League soccer matches. J Strength Cond Res. 2013;27:907–15.

    Article  Google Scholar 

  20. 20.

    Carling C, Dupont G. Are declines in physical performance associated with a reduction in skill-related performance during professional soccer match-play? J Sports Sci. 2011;21:63–7.

    Article  Google Scholar 

  21. 21.

    Rampinini E, Coutts AJ, Castagna C, et al. Variation in top level soccer match performance. Int J Sports Med. 2007;28:1018–24.

    PubMed  Article  CAS  Google Scholar 

  22. 22.

    Rampinini E, Impellizzeri FM, Castagna C, et al. Technical performance during soccer matches of the Italian Serie A league: effect of fatigue and competitive level. J Sci Med Sport. 2009;12:227–33.

    PubMed  Article  Google Scholar 

  23. 23.

    Dupont G, Nedelec M, McCall A, et al. Effect of 2 soccer matches in a week on physical performance and injury rate. Am J Sports Med. 2010;38:1752–8.

    PubMed  Article  Google Scholar 

  24. 24.

    Di Salvo V, Pigozzi F, González-Haro C, Laughlin MS, De Witt JK. Match performance comparison in top English soccer leagues. Int J Sports Med. 2013. doi:10.1055/s-0032-1327660.

  25. 25.

    Akenhead R, Hayes PR, Thompson KG, French D. Diminutions of acceleration and deceleration output during professional football match play. J Sci Med Sport. 2013. doi:10.1016/j.jsams.2012.12.005.

  26. 26.

    Buchheit M, Simpson BM, Mendez-Villanueva A. Repeated high-speed activities during youth soccer games in relation to changes in maximal sprinting and aerobic speeds. Int J Sports Med. 2013;34:40–8.

    PubMed  CAS  Google Scholar 

  27. 27.

    Carling C, Williams AM, Reilly T. The handbook of soccer match analysis. London: Routledge; 2005.

    Book  Google Scholar 

  28. 28.

    Reilly T, Thomas V. A motion analysis of work-rate in different positional roles in professional football match-play. J Hum Mov Stud. 1976;2:87–9.

    Google Scholar 

  29. 29.

    Bangsbo J, Nørregaard L, Thorsøe F. Activity profile of competition soccer. Can J Sports Sci. 1991;16:110–6.

    CAS  Google Scholar 

  30. 30.

    Lovell R, Abt G. Individualisation of time–motion analysis: a case-cohort example. Int J Sports Physiol Perform. 2012; in press. PMID: 23113961.

  31. 31.

    Girard O, Mendez-Villanueva A, Bishop D. Repeated-sprint ability—part I factors contributing to fatigue. Sports Med. 2011;41:673–94.

    PubMed  Article  Google Scholar 

  32. 32.

    Spencer M, Bishop D, Dawson B, et al. Physiological and metabolic responses of repeated-sprint activities: specific to field-based team sports. Sports Med. 2005;35:1025–44.

    PubMed  Article  Google Scholar 

  33. 33.

    Glaister M. Multiple sprint work: physiological responses, mechanisms of fatigue and the influence of aerobic fitness. Sports Med. 2005;35:757–77.

    PubMed  Article  Google Scholar 

  34. 34.

    Bishop D, Girard O, Mendez-Villanueva A. Repeated-sprint ability—part II recommendations for training. Sports Med. 2011;41:741–56.

    PubMed  Article  Google Scholar 

  35. 35.

    Buchheit M, Mendez-Villanueva A, Simpson BM, Bourdon PC. Repeated-sprint sequences during youth soccer matches. Int J Sports Med. 2010;31:709–16.

    PubMed  Article  CAS  Google Scholar 

  36. 36.

    Osgnach C, Poser S, Bernardini R, et al. Energy cost and metabolic power in elite soccer: a new match analysis approach. Med Sci Sports Exerc. 2010;42:170–8.

    Google Scholar 

  37. 37.

    Gaudino P, Iaia FM, Alberti G, Strudwick AJ, Atkinson G, Gregson W. Monitoring training in elite soccer players: systematic bias between running speed and metabolic power data. Int J Sports Med. 2013. doi:10.1055/s-0033-1337943.

  38. 38.

    Reilly T, Drust B, Clarke N. Muscle fatigue during football match-play. Sports Med. 2008;38:357–67.

    PubMed  Article  Google Scholar 

  39. 39.

    Krustrup P, Mohr M, Steensberg A, et al. Muscle and blood metabolites during a soccer game: implications for sprint performance. Med Sci Sports Exerc. 2006;38:1165–74.

    PubMed  Article  CAS  Google Scholar 

  40. 40.

    Rampinini E, Bosio A, Ferraresi I, et al. Match-related fatigue in soccer players. Med Sci Sports Exerc. 2011;43:2161–270.

    PubMed  Article  Google Scholar 

  41. 41.

    Vigne G, Gaudino C, Rogowski I, et al. Activity profile in elite Italian soccer team. Int J Sports Med. 2010;31:304–10.

    PubMed  Article  CAS  Google Scholar 

  42. 42.

    Carling C, Bloomfield J. The effect of an early dismissal on player work-rate in a professional soccer match. J Sci Med Sport. 2010;13:126–8.

    PubMed  Article  Google Scholar 

  43. 43.

    Edwards AM, Noakes TD. Dehydration: cause of fatigue or sign of pacing in elite soccer? Sports Med. 2009;39:1–13.

    PubMed  Article  Google Scholar 

  44. 44.

    Drust B, Atkinson G, Reilly T. Future perspectives in the evaluation of the physiological demands of soccer. Sports Med. 2007;37:783–805.

    PubMed  Article  Google Scholar 

  45. 45.

    Lago-Peñas C, Rey CE, Lago-Ballesteros J. The influence of effective playing time on physical demands of elite soccer players. Open Sports Sci J. 2012;5:188–92.

    Article  Google Scholar 

  46. 46.

    Varley MC, Elias GP, Aughey RJ. Current match analysis techniques can underestimate intense periods of high-velocity running. Int J Sports Physiol Perform. 2012;7:183–5.

    PubMed  Google Scholar 

  47. 47.

    Carling C, Le Gall F, Dupont G. Are aerobic fitness and repeated sprint ability linked to fatigue in soccer match-play? In: Book of abstracts, third world congress on science and soccer. Ghent; 2012. p 140.

  48. 48.

    Carling C, Bloomfield J. Time–motion analysis. In: O’Donoghue P, Sampaio J, McGarry T, editors. Handbook of performance analysis of sport. London: Routledge; 2012. p. 283–96.

    Google Scholar 

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The author has no potential conflict of interest and no funding was obtained for the preparation of this article.

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Correspondence to Christopher Carling.

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Carling, C. Interpreting Physical Performance in Professional Soccer Match-Play: Should We be More Pragmatic in Our Approach?. Sports Med 43, 655–663 (2013).

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  • Physical Conditioning
  • Premier League
  • Physical Output
  • Conditioning Programme
  • Game Interval