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Sports Medicine

, Volume 37, Issue 9, pp 783–805 | Cite as

Future Perspectives in the Evaluation of the Physiological Demands of Soccer

  • Barry Drust
  • Greg Atkinson
  • Thomas Reilly
Review Article

Abstract

Soccer (association football) is a team sport that incorporates frequent fluctuations between high and low exercise intensities. These unpredictable changes may be accompanied by unorthodox patterns of movements and the performance of specific skills. The individual activity profiles are highly variable and include elements of self-pacing, since decision making about opportunities to become engaged in play dictates individual activities. Approaches utilised to investigate the demands placed on players during competitive performances include behavioural observations during games, physiological evaluations in matches and assessments of the physical capacity of players. Observations made during games to determine the work-rate patterns of individual players are highly variable and make generalisations based on individual activity patterns conditional, unless the sample sizes are large and data are collected on a number of occasions. The data may also be affected by the diverse methodological approaches to their collection and analysis and a failure to determine the reliability and objectivity of the relevant measuring tools. Techniques that can be used to collect data in matches are limited as the sports rules and regulations restrict some approaches. The validity of applying data from non-competitive matches to the competitive situation must, therefore, be subject to formal scrutiny. There is also a concern as to the degree to which principles of steady-state are applicable to dynamically changing exercise intensities. In the evaluation of the physical capacities of players, the variability in overall soccer performance is reduced to fitness statistics, whereas in reality, soccer performance is a construct based on many different performance components and their interaction at the level of both player and team. Despite these caveats, valuable insights have been acquired into the physiological requirements of the game that have subsequently informed both research projects and impacted upon practice. The challenge for future researchers is to overcome remaining research design hurdles and devise ways to understand more fully the complexities of invasive field games such as soccer. The interactions between individuals within a team require investigation and there is a need to refine and develop methods that employ sophisticated measurement techniques and yet possess both internal and external validity, such as laboratory-based simulations.

Keywords

Soccer Play Heart Rate Response Intermittent Exercise Pace Strategy Individual Player 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

Notes

Acknowledgements

The authors received no funding for the preparation of this article and have no conflicts of interest relevant to its contents.

References

  1. 1.
    Atkinson G, Nevill AM. Selected issues in the design and analysis of sport performance research. J Sports Sci 2001; 19 (10): 811–27PubMedCrossRefGoogle Scholar
  2. 2.
    Cooper SM, Nevill AM. Do statistical methods replace reasoning in exercise science research? How to avoid statistics becoming merely a solution in search of a problem. In: McNamee M, editor. Philosophy and sciences of exercise, health and sport: clinical perspectives on research methods. London: Routledge, 2005: 117–33Google Scholar
  3. 3.
    Stolen T, Chamari K, Castagna C, et al. Physiology of soccer: an update. Sports Med 2005; 35 (6): 501–36PubMedCrossRefGoogle Scholar
  4. 4.
    Reilly T. An ergonomics model of the soccer training process. J Sports Sci 2005 Jun; 23 (6): 561–72PubMedCrossRefGoogle Scholar
  5. 5.
    Bangsbo J. The physiology of soccer with special reference to intense intermittent exercise. Acta Physiol Scand 1994; 15 (159 Suppl.): 1–155Google Scholar
  6. 6.
    Reilly T. Training for football: a scientific approach to fitness. London: Routledge, 2006Google Scholar
  7. 7.
    Carling C, Williams AM, Reilly T. Handbook of soccer match analysis: a systematic approach to improving performance. London: Routledge, 2005Google Scholar
  8. 8.
    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: 87–97Google Scholar
  9. 9.
    Drust B, Reilly T, Rienzi E. Analysis of work-rate in soccer. Sports Exerc Injury 1998; 4 (4): 151–5Google Scholar
  10. 10.
    Reilly T, Bowen T. Exertional costs of changes in directional modes of running. Percept Motor Skills 1984; 58: 149–50CrossRefGoogle Scholar
  11. 11.
    Reilly T, Ball D. The net energetic cost of dribbling a soccer ball. Res Q Exerc Sport 1984; 55: 267–71Google Scholar
  12. 12.
    Rienzi E, Drust B, Reilly T, et al. Investigation of anthropometric and work-rate profiles of elite South American international players. J Sports Med Phys Fitness 2000; 40 (2): 162–9PubMedGoogle Scholar
  13. 13.
    Gerisch G, Rutemoller E, Weber K. Sportsmedical measurements of performance in soccer. In: Reilly T, Lees A, Davids K, et al., editors. Science and football. London: E and FN Spon, 1988: 60–7Google Scholar
  14. 14.
    Ekblom B. Applied physiology of soccer. Sports Med 1986; 3 (1): 50–60PubMedCrossRefGoogle Scholar
  15. 15.
    Reilly T. Environmental stress. In: Reilly T, Williams AM, editors. Science and soccer. London: Routledge, 2003: 165–84Google Scholar
  16. 16.
    Reilly T, Garrett R. Effects of time of day on self-paced performances of prolonged exercise. J Sports Med Phys Fitness 1995; 35: 99–102PubMedGoogle Scholar
  17. 17.
    Hopkins W. A new view of statistics. (URL: http://www.sportsci.org/resource/stats/index.html)
  18. 18.
    Stewart AM, Hopkins WG. Consistency of swimming performance within and between competitions. Med Sci Sports Exerc 2000; 32 (5): 997–1001PubMedGoogle Scholar
  19. 19.
    Atkinson G. What is this thing called measurement error? In: Reilly T, Marfell-Jones M, editors. Kinanthropometry VIII: proceedings of the 8th International Conference of the International Society for the Advancement of Kinanthropometry (ISAK). London: Taylor and Francis, 2003: 3–14Google Scholar
  20. 20.
    Impellizeri FM, Rampinini E, Marcora SM. Physiological assessment of aerobic training in soccer. J Sports Sci 2005 Jun; 23 (6): 583–92CrossRefGoogle Scholar
  21. 21.
    Bangsbo J, Norregaard L, Thorso F. Activity profile of competition soccer. Can J Sport Sci 1991; 16 (2): 110–6PubMedGoogle Scholar
  22. 22.
    Krustrup P, Mohr M, Ellingsgaard H, et al. Physical demands during an elite female soccer game: importance of training status. Med Sci Sports Exerc 2005 Jul; 37 (7): 1242–8PubMedCrossRefGoogle Scholar
  23. 23.
    Reilly T. Motion analysis and physiological demands. In: Reilly T, Williams AM, editors. Science and soccer. London: Routledge, 2003: 59–72Google Scholar
  24. 24.
    Spencer M, Bishop D, Dawson B, et al. Physiological and metabolic responses of repeated-sprint activities. Sports Med 2005; 35 (12): 1025–44PubMedCrossRefGoogle Scholar
  25. 25.
    Reilly T. Motion characteristics. In: Ekblom B, editor. Football(soccer). Oxford: Blackwell Scientific, 1994: 31–42Google Scholar
  26. 26.
    Mayhew SR, Wenger HA, Time-motion analysis of professional soccer. J Hum Mov Stud 1991; 11: 49–52Google Scholar
  27. 27.
    Safrit MJ. An overview of measurement. In: Safrit MJ, Wood TM, editors. Measurement concepts in physical education and exercise science. Champaign (IL): Human Kinetics, 1989: 3–20Google Scholar
  28. 28.
    Withers RT, Maricic Z, Wasilewski S, et al. Match analyses of Australian professional soccer players. J Hum Move Stud 1982; 8: 159–76Google Scholar
  29. 29.
    Stroyer J, Hansen L, Klausen K. Physiological profile and activity pattern of young soccer players during match play. Med Sci Sports Exerc 2004 Jan; 36 (1): 168–74PubMedCrossRefGoogle Scholar
  30. 30.
    Saltin B. Metabolic fundamentals in exercise. Med Sci Sports 1973; 5 (3): 137–46PubMedCrossRefGoogle Scholar
  31. 31.
    Mohr M, Krustrup P, Bangsbo J. Match performance of high-standard soccer players with special reference to development of fatigue. J Sports Sci 2003 Jul; 21 (7): 519–28PubMedCrossRefGoogle Scholar
  32. 32.
    Van Gool D, Van Gervan D, Boutmans J. The physiological load imposed on soccer players. In: Reilly T, Lees A, Davids K, et al., editors. Science and football. London: E and FN Spon, 1988: 51–9Google Scholar
  33. 33.
    Tenenbaum G, Driscoll MP. Methods in research in sports sciences. Oxford: Meyer and Meyer Sport Ltd, 2005Google Scholar
  34. 34.
    Krustrup P, Mohr M, Bangsbo J. Activity profile and physiological demands of top-class soccer assistant refereeing in relation to training status. J Sports Sci 2002 Nov; 20 (11): 861–71PubMedCrossRefGoogle Scholar
  35. 35.
    Spencer M, Rechichi C, Lawrence S, et al. Time-motion analysis of elite field hockey during several games in succession: a tournament scenario. J Sci Med Sport 2005; 8 (4): 382–91PubMedCrossRefGoogle Scholar
  36. 36.
    D’Ottavio S, Castagna C. Physiological loading imposed on elite soccer referees during actual match play. J Sports Med Phys Fitness 2001; 4 (1): 27–32Google Scholar
  37. 37.
    Ohashi J, Miyagi O, Nagahama H, et al. Application of an analysis system evaluating intermittent activity during a soccer match. In: Spinks W, Reilly T, Murphy A, editors. Science and football IV. London: Routledge 2002: 133–6Google Scholar
  38. 38.
    Kirkendall DT, Leonard K, Garrett Jr WE. On the relationship of fitness to running volume and intensity in female soccer players. Fifth World Congress on Science and Football; 2003 Apr 11–15; LisbonGoogle Scholar
  39. 39.
    Krustrup P, Bangsbo J. Physiological demands of top-class soccer refereeing in relation to physical capacity: effect of intense intermittent exercise training. J Sports Sci 2001 Nov; 19 (11): 881–91PubMedCrossRefGoogle Scholar
  40. 40.
    Duthie G, Pyne D, Hooper S. The reliability of video based time motion analysis. J Hum Mov Stud 2003; 44 (3): 259–71Google Scholar
  41. 41.
    Atkinson G, Nevill AM. Statistical methods in assessing measurement error (reliability) in variables relevant to sports medicine. Sports Med 1998; 26 (4): 217–38PubMedCrossRefGoogle Scholar
  42. 42.
    Atkinson G, Davison RCR, Nevill AM. Performance characteristics of gas analysis systems: what we know and what we need to know. Int J Sports Med 2005; 26 Suppl. 1: S2–10CrossRefGoogle Scholar
  43. 43.
    Harvill LM. An NCME instructional module on standard error of measurement. Educational measurement: issues and practice. Educ Meas 1991; 10: 33–41Google Scholar
  44. 44.
    Batterham AM, Atkinson G. How big does my sample need to be? A primer on the murky world of sample size estimation. Phys Ther Sport 2005; 6 (3): 153–63CrossRefGoogle Scholar
  45. 45.
    Thatcher R, Batterham AM. Development and validation of a sport-specific exercise protocol for elite youth soccer players. J Sports Med Phys Fitness 2004; 44 (1): 15–22PubMedGoogle Scholar
  46. 46.
    Nevill AM, Lane AM, Kilgour LJ, et al. Stability of psychometric questionnaires. J Sports Sci 2001; 19 (4): 273–8PubMedCrossRefGoogle Scholar
  47. 47.
    Catterall C, Reilly T, Atkinson G, et al. Analysis of work rate and heart rates of association football referees. Br J Sports Med 1993; 27 (3): 153–6CrossRefGoogle Scholar
  48. 48.
    Castagna C, Abt G. Intermatch variation of match activity in elite Italian soccer referees. J Strength Cond Res 2003; 17 (2): 388–92PubMedGoogle Scholar
  49. 49.
    Reilly T, Gregson W. Special populations: the referee and assistant referee. J Sport Sci 2006 Jul; 24 (7): 795–801CrossRefGoogle Scholar
  50. 50.
    Strudwick T, Reilly T. Work-rate profiles of elite Premier League football players. Insight FA Coaches Assoc J 2001; 4 (2): 28–9Google Scholar
  51. 51.
    Ainslie P, Reilly T, Westerterp K. Estimating human energy expenditure: a review of techniques with particular reference to doubly labelled water. Sports Med 2003; 33 (9): 683–98PubMedCrossRefGoogle Scholar
  52. 52.
    Durnin JVGA, Passmore R. Energy, work and leisure. London: Heinemann, 1967Google Scholar
  53. 53.
    Covell B, El Din N, Passmore R. Energy expenditure of young men during the weekend. Lancet 1965; I: 727–8CrossRefGoogle Scholar
  54. 54.
    Seliger V. Energy metabolism during selected physical exercises. Int Z Angew Physiol 1968; 25: 104–20PubMedGoogle Scholar
  55. 55.
    Yamaoka S. Studies on energy metabolism in athletic sports. Res J Phys Ed 1965; 9: 28–40Google Scholar
  56. 56.
    Kawakami Y, Nozaki D, Matsuo A, et al. Reliability of measurement of oxygen uptake by a portable telemetric system. Eur J Appl Phys 1992; 65 (5): 409–14CrossRefGoogle Scholar
  57. 57.
    Hoff J, Wisloff U, Engen LC, et al. Soccer specific aerobic endurance training. Br J Sports Med 2002; 36 (3): 218–21PubMedCrossRefGoogle Scholar
  58. 58.
    McMillan K, Helgerud J, MacDonald R, et al. Physiological adaptations to soccer-specific endurance training in professional youth soccer players. Br J Sports Med 2005; 39 (5): 273–7PubMedCrossRefGoogle Scholar
  59. 59.
    Ebine N, Rafamantavantosa HH, Nayuki Y, et al. Measurement of total energy expenditure by the doubly-labelled water method in professional soccer. J Sports Sci 2002; 20 (5): 391–7PubMedCrossRefGoogle Scholar
  60. 60.
    Westerterp KR, Saris WHM. Limits of energy turnover in relation to physical performance, achievement of energy balance on a daily basis. J Sports Sci 1991; 9: 1–15PubMedCrossRefGoogle Scholar
  61. 61.
    Bot SDM, Hollander AP. The relationship between heart rate and oxygen uptake during non-steady state exercise. Ergonomics 2000; 43: 1578–92PubMedCrossRefGoogle Scholar
  62. 62.
    Edwards AM, Clark NA. Thermoregulatory observations in soccer match-play: professional and recreational level applications using an intestinal pill system to measure core temperature. Br J Sports Med 2006; 40 (2): 133–8PubMedCrossRefGoogle Scholar
  63. 63.
    Reilly T. What research tells the coach about soccer. Washington, DC: AAHPERD, 1979Google Scholar
  64. 64.
    Sassi R, Reilly T, Impellizeri F. A comparison of small-sided games and interval training in elite professional soccer players. In: Reilly T, Cabri J, Araujo D, editors. Science and football V. London: E and FN Spon, 2005: 341–3Google Scholar
  65. 65.
    Reilly T, Ekblom B. The use of recovery methods post-exercise. J Sports Sci 2005; 23 (6): 619–27PubMedCrossRefGoogle Scholar
  66. 66.
    Drust B, Reilly T, Cable NT. Physiological responses to laboratory-based soccer-specific intermittent and continuous exercise. J Sports Sci 2000; 18 (11): 885–92PubMedCrossRefGoogle Scholar
  67. 67.
    Reilly T, Waterhouse J. Sports, exercise and environmental physiology. Edinburgh: Elsevier, 2005Google Scholar
  68. 68.
    Edwards B, Waterhouse J, Reilly T, et al. A comparison of the suitabilities of rectal, gut, and insulated axilla temperatures for measurement of the circadian rhythm of core temperature in field studies. Chronobiol Int 2002; 19 (3): 579–97PubMedCrossRefGoogle Scholar
  69. 69.
    Shirreffs S. Markers of hydration status. J Sports Med Phys Fitness 2000; 40 (1): 80–4PubMedGoogle Scholar
  70. 70.
    Shirreffs S, Aragon-Vargas LF, Chamorro M, et al. The sweating response of elite professional soccer players training in the heat. Int J Sports Med 2005; 26 (2): 90–5PubMedCrossRefGoogle Scholar
  71. 71.
    Viru A, Viru M. Biochemical monitoring of sports training. Champaign (IL): Human Kinetics, 2001Google Scholar
  72. 72.
    MacDougall SR, Wenger HA. The purpose of physiological testing. In: MacDougall JD, Wenger HA, Green HJ. editors. Physiological testing of the high performance athlete. Champaign (IL): Human Kinetics 1991Google Scholar
  73. 73.
    Svensson M, Drust B. Testing soccer players. J Sports Sci 2005 Jun; 23 (6): 601–18PubMedCrossRefGoogle Scholar
  74. 74.
    Atkinson G. Sport performance: variable or construct? J Sports Sci 2002; 20 (4): 291–2PubMedCrossRefGoogle Scholar
  75. 75.
    Hoff J. Training and testing physical capacities for elite soccer players. J Sports Sci 2005 Jun; 23 (6): 573–82PubMedCrossRefGoogle Scholar
  76. 76.
    Field A. Discovering statistics using SPSS. London: Sage, 2005Google Scholar
  77. 77.
    Purvis AJ, Cable NT. The effects of phase control materials on hand skin temperatures within gloves of soccer goalkeepers. Ergonomics 2000; 43 (10): 1480–8PubMedCrossRefGoogle Scholar
  78. 78.
    Nicholas CW, Nuttall FE, Williams C. The Loughborough intermittent shuttle test: a field test that simulates the activity pattern of soccer. J Sports Sci 2000 Feb; 18 (2): 97–104PubMedCrossRefGoogle Scholar
  79. 79.
    Gregson WA, Drust B, Batterham A, et al. The influence of pre-warming on the physiological responses to soccer-specific intermittent exercise. In: Reilly T, Cabri J, Araujo D. editors. Science and football V. London: E and FN Spon, 2005: 377–85Google Scholar
  80. 80.
    Sari-Sarraf V, Reilly T, Doran D. Salivary IgA responses to intermittent and continuous exercise. Int J Sports Med 2006; 27: 1–7CrossRefGoogle Scholar
  81. 81.
    Clarke ND, Drust B, MacLaren DPM, et al. Fluid provision and metabolic response to soccer-specific exercise. J Physiol 2005; 56P: 113PGoogle Scholar
  82. 82.
    Rahnama N, Reilly T, Lees A, et al. Muscle fatigue induced by exercise simulating the work rate of competitive soccer. J Sports Sci 2003; 21 (11): 933–42PubMedCrossRefGoogle Scholar
  83. 83.
    Rahnama N, Lees A, Reilly T. Electromyography of selected lower-limb muscles fatigued by exercise at the intensity of soccer match-play. J Electromyogr Kinesiol 2006 Jun; 16 (3): 257–63PubMedCrossRefGoogle Scholar
  84. 84.
    Drust B, Cable NT, Reilly T. Metabolic and physiological responses to a laboratory based soccer-specific intermittent protocol on a non-motorised treadmill. In: Spinks W, Reilly T, Murphy A, editors. Science and and football IV. London: Routledge, 2002: 217–25Google Scholar
  85. 85.
    Lakomy HKA. The use of a non-motorised treadmill for analyzing sprint performance. Ergonomics 1987; 3: 627–37CrossRefGoogle Scholar
  86. 86.
    Rico-Sanz J, Zehnder M, Buchli R, et al. Muscle glycogen degradation during simulation of a fatiguing soccer match in elite soccer players examined noninvasively by 13C-MRS. Med Sci Sports Exerc 1999; 31 (11): 1587–93PubMedCrossRefGoogle Scholar
  87. 87.
    Zehnder M, Rico-Sanz J, Kuhne G, et al. Resynthesis of muscle glycogen after soccer specific performance examined by 13C-magnetic resonance spectroscopy in elite players. Eur J Appl Physiol 2001; 84 (5): 443–7PubMedCrossRefGoogle Scholar
  88. 88.
    Edwards AM, Macfadyen AM, Clark N. Test performance indicators from a single soccer specific test differentiate between highly trained and recreationally active soccer players. J Sports Med Phys Fitness 2003; 43 (1): 14–20PubMedGoogle Scholar
  89. 89.
    Bishop NC, Blannin AK, Robson PJ, et al. The effects of carbohydrate supplementation on immune responses to a soccer-specific exercise protocol. J Sports Sci 1999; 17 (10): 787–96PubMedCrossRefGoogle Scholar
  90. 90.
    Nicholas CW, Williams C, Philips G, et al. Influence of ingesting a carbohydrate-electrolyte solution on endurance capacity during intermittent high-intensity shuttle running. J Sports Sci 1995; 13 (4): 283–90PubMedCrossRefGoogle Scholar
  91. 91.
    Morris JG, Nevill ME, Lakomy HKA, et al. Effect of a hot environment on performance of prolonged intermittent, high-intensity shuttle running. J Sports Sci 1998; 16: 1–10CrossRefGoogle Scholar
  92. 92.
    Nicholas CW, Green PA, Hawkins RD, et al. Carbohydrate intake and recovery of intermittent running capacity. Int J Sports Nutr 1997; 7 (4): 251–60Google Scholar
  93. 93.
    Siegler J, Gaskill S, Ruby B. Changes evaluated in soccer specific power endurance either with or without a 10-week, in season, intermittent, high-intensity training protocol. J Strength Cond Res 2003; 17 (2): 379–87PubMedGoogle Scholar
  94. 94.
    Drust B, Cable NT, Reilly T. Investigation of the effects of pre-cooling on the physiological responses to soccer-specific intermittent exercise. Eur J Appl Physiol 2000; 81 (1–2): 11–7PubMedCrossRefGoogle Scholar

Copyright information

© Adis International Limited 2007

Authors and Affiliations

  1. 1.Research Institute for Sport and Exercise SciencesLiverpool John Moores University, Henry Cotton CampusUK

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