Skip to main content
Erschienen in: Sports Medicine 9/2020

22.06.2020 | Systematic Review

Is the Acute: Chronic Workload Ratio (ACWR) Associated with Risk of Time-Loss Injury in Professional Team Sports? A Systematic Review of Methodology, Variables and Injury Risk in Practical Situations

verfasst von: Renato Andrade, Eirik Halvorsen Wik, Alexandre Rebelo-Marques, Peter Blanch, Rodney Whiteley, João Espregueira-Mendes, Tim J. Gabbett

Erschienen in: Sports Medicine | Ausgabe 9/2020

Einloggen, um Zugang zu erhalten

Abstract

Background

The acute: chronic workload ratio (ACWR) is an index of the acute workload relative to the cumulative chronic workloads. The monitoring of physical workloads using the ACWR has emerged and been hypothesized as a useful tool for coaches and athletes to optimize performance while aiming to reduce the risk of potentially preventable load-driven injuries.

Objectives

Our goal was to describe characteristics of the ACWR and investigate the association of the ACWR with the risk of time-loss injuries in adult elite team sport athletes.

Data sources

PubMed, EMBASE and grey literature databases; inception to May 2019.

Eligibility criteria

Longitudinal studies that assess the relationship of the ACWR and time-loss injury risk in adult professional or elite team sports.

Methods

We summarized the population characteristics, workload metrics and ACWR calculation methods. For each workload metric, we plotted the risk estimates for the ACWR in isolation, or when combined with chronic workloads. Methodological quality was assessed using a modified version of the Downs and Black scale.

Results

Twenty studies comprising 2375 injuries from 1234 athletes (all males and mean age of 24 years) from different sports were included. Internal (65%) and external loads (70%) were collected in more than half of the studies and the session-rating of perceived exertion and total distance were the most commonly collected metrics. The ACWR was commonly calculated using the coupled method (95%), 1:4 weekly blocks (95%) and subsequent week injury lag (80%). There were 14 different binning methods with almost none of the studies using the same binning categories.

Conclusion

The majority of studies suggest that athletes are at greater risk of sustaining a time-loss injury when the ACWR is higher relative to a lower or moderate ACWR. The heterogenous methodological approaches not only reflect the wide range of sports studied and the differing demands of these activities, but also limit the strength of recommendations.

PROSPERO registration number

CRD42017067585.
Anhänge
Nur mit Berechtigung zugänglich
Literatur
1.
Zurück zum Zitat Bittencourt NFN, Meeuwisse WH, Mendonça LD, Nettel-Aguirre A, Ocarino JM, Fonseca ST. Complex systems approach for sports injuries: moving from risk factor identification to injury pattern recognition—narrative review and new concept. Br J Sports Med. 2016;50(21):1309.PubMed Bittencourt NFN, Meeuwisse WH, Mendonça LD, Nettel-Aguirre A, Ocarino JM, Fonseca ST. Complex systems approach for sports injuries: moving from risk factor identification to injury pattern recognition—narrative review and new concept. Br J Sports Med. 2016;50(21):1309.PubMed
2.
Zurück zum Zitat Hulme A, Finch CF. From monocausality to systems thinking: a complementary and alternative conceptual approach for better understanding the development and prevention of sports injury. Inj Epidemiol. 2015;2(1):31.PubMedPubMedCentral Hulme A, Finch CF. From monocausality to systems thinking: a complementary and alternative conceptual approach for better understanding the development and prevention of sports injury. Inj Epidemiol. 2015;2(1):31.PubMedPubMedCentral
3.
Zurück zum Zitat Meeuwisse WH, Tyreman H, Hagel B, Emery C. A dynamic model of etiology in sport injury: the recursive nature of risk and causation. Clin J Sport Med. 2007;17(3):215–9.PubMed Meeuwisse WH, Tyreman H, Hagel B, Emery C. A dynamic model of etiology in sport injury: the recursive nature of risk and causation. Clin J Sport Med. 2007;17(3):215–9.PubMed
4.
Zurück zum Zitat Gabbett TJ, Whyte DG, Hartwig TB, Wescombe H, Naughton GA. The relationship between workloads, physical performance, injury and illness in adolescent male football players. Sports Med. 2014;44(7):989–1003.PubMed Gabbett TJ, Whyte DG, Hartwig TB, Wescombe H, Naughton GA. The relationship between workloads, physical performance, injury and illness in adolescent male football players. Sports Med. 2014;44(7):989–1003.PubMed
5.
Zurück zum Zitat Windt J, Gabbett TJ. How do training and competition workloads relate to injury? The workload—injury aetiology model. Br J Sports Med. 2017;51(5):428.PubMed Windt J, Gabbett TJ. How do training and competition workloads relate to injury? The workload—injury aetiology model. Br J Sports Med. 2017;51(5):428.PubMed
6.
Zurück zum Zitat Burgess DJ. The research doesn't always apply: practical solutions to evidence-based training-load monitoring in elite team sports. Int J Sports Physiol Perform. 2017;12(Suppl 2):S2136–S21412141.PubMed Burgess DJ. The research doesn't always apply: practical solutions to evidence-based training-load monitoring in elite team sports. Int J Sports Physiol Perform. 2017;12(Suppl 2):S2136–S21412141.PubMed
7.
Zurück zum Zitat Fox JL, Scanlan AT, Stanton R. A review of player monitoring approaches in basketball: current trends and future directions. J Strength Cond Res. 2017;31(7):2021–9.PubMed Fox JL, Scanlan AT, Stanton R. A review of player monitoring approaches in basketball: current trends and future directions. J Strength Cond Res. 2017;31(7):2021–9.PubMed
8.
Zurück zum Zitat Bourdon PC, Cardinale M, Murray A, Gastin P, Kellmann M, Varley MC, et al. Monitoring athlete training loads: consensus statement. Int J Sports Physiol Perform. 2017;12(Suppl 2):S2161–S21702170.PubMed Bourdon PC, Cardinale M, Murray A, Gastin P, Kellmann M, Varley MC, et al. Monitoring athlete training loads: consensus statement. Int J Sports Physiol Perform. 2017;12(Suppl 2):S2161–S21702170.PubMed
9.
Zurück zum Zitat Quarrie KL, Raftery M, Blackie J, Cook CJ, Fuller CW, Gabbett TJ, et al. Managing player load in professional rugby union: a review of current knowledge and practices. Br J Sports Med. 2017;51(5):421–7.PubMed Quarrie KL, Raftery M, Blackie J, Cook CJ, Fuller CW, Gabbett TJ, et al. Managing player load in professional rugby union: a review of current knowledge and practices. Br J Sports Med. 2017;51(5):421–7.PubMed
10.
Zurück zum Zitat Fox JL, Stanton R, Sargent C, Wintour SA, Scanlan AT. The association between training load and performance in team sports: a systematic review. Sports Med. 2018;48(12):2743–74.PubMed Fox JL, Stanton R, Sargent C, Wintour SA, Scanlan AT. The association between training load and performance in team sports: a systematic review. Sports Med. 2018;48(12):2743–74.PubMed
11.
Zurück zum Zitat Drew MK, Cook J, Finch CF. Sports-related workload and injury risk: simply knowing the risks will not prevent injuries: narrative review. Br J Sports Med. 2016;50(21):1306–8.PubMed Drew MK, Cook J, Finch CF. Sports-related workload and injury risk: simply knowing the risks will not prevent injuries: narrative review. Br J Sports Med. 2016;50(21):1306–8.PubMed
12.
Zurück zum Zitat Damsted C, Glad S, Nielsen RO, Sorensen H, Malisoux L. Is there evidence for an association between changes in training load and running-related injuries? A systematic review. Int J Sports Phys Ther. 2018;13(6):931–42.PubMedPubMedCentral Damsted C, Glad S, Nielsen RO, Sorensen H, Malisoux L. Is there evidence for an association between changes in training load and running-related injuries? A systematic review. Int J Sports Phys Ther. 2018;13(6):931–42.PubMedPubMedCentral
13.
Zurück zum Zitat Griffin A, Kenny IC, Comyns TM, Lyons M. The association between the acute:chronic workload ratio and injury and its application in team sports: a systematic review. Sports Med. 2020;50(3):561–80.PubMed Griffin A, Kenny IC, Comyns TM, Lyons M. The association between the acute:chronic workload ratio and injury and its application in team sports: a systematic review. Sports Med. 2020;50(3):561–80.PubMed
14.
Zurück zum Zitat Drew MK, Finch CF. The relationship between training load and injury, illness and soreness: a systematic and literature review. Sports Med. 2016;46(6):861–83.PubMed Drew MK, Finch CF. The relationship between training load and injury, illness and soreness: a systematic and literature review. Sports Med. 2016;46(6):861–83.PubMed
15.
Zurück zum Zitat Jones CM, Griffiths PC, Mellalieu SD. Training load and fatigue marker associations with injury and illness: a systematic review of longitudinal studies. Sports Med. 2017;47(5):943–74.PubMed Jones CM, Griffiths PC, Mellalieu SD. Training load and fatigue marker associations with injury and illness: a systematic review of longitudinal studies. Sports Med. 2017;47(5):943–74.PubMed
16.
Zurück zum Zitat Maupin D, Schram B, Canetti E, Orr R. The relationship between acute: chronic workload ratios and injury risk in sports: a systematic review. Open Access J Sports Med. 2020;11:51–755.PubMedPubMedCentral Maupin D, Schram B, Canetti E, Orr R. The relationship between acute: chronic workload ratios and injury risk in sports: a systematic review. Open Access J Sports Med. 2020;11:51–755.PubMedPubMedCentral
17.
Zurück zum Zitat Gabbett TJ. The training—injury prevention paradox: should athletes be training smarter and harder? Br J Sports Med. 2016;50(5):273–80.PubMedPubMedCentral Gabbett TJ. The training—injury prevention paradox: should athletes be training smarter and harder? Br J Sports Med. 2016;50(5):273–80.PubMedPubMedCentral
18.
Zurück zum Zitat Soligard T, Schwellnus M, Alonso JM, Bahr R, Clarsen B, Dijkstra HP, et al. How much is too much? (Part 1) International Olympic Committee consensus statement on load in sport and risk of injury. Br J Sports Med. 2016;50(17):1030–41.PubMed Soligard T, Schwellnus M, Alonso JM, Bahr R, Clarsen B, Dijkstra HP, et al. How much is too much? (Part 1) International Olympic Committee consensus statement on load in sport and risk of injury. Br J Sports Med. 2016;50(17):1030–41.PubMed
20.
Zurück zum Zitat Colby MJ, Dawson B, Peeling P, Heasman J, Rogalski B, Drew MK, et al. Multivariate modelling of subjective and objective monitoring data improve the detection of non-contact injury risk in elite Australian footballers. J Sci Med Sport. 2017;20(12):1068–74.PubMed Colby MJ, Dawson B, Peeling P, Heasman J, Rogalski B, Drew MK, et al. Multivariate modelling of subjective and objective monitoring data improve the detection of non-contact injury risk in elite Australian footballers. J Sci Med Sport. 2017;20(12):1068–74.PubMed
21.
Zurück zum Zitat Hulin BT, Gabbett TJ, Lawson DW, Caputi P, Sampson JA. The acute:chronic workload ratio predicts injury: high chronic workload may decrease injury risk in elite rugby league players. Br J Sports Med. 2016;50(4):231–6.PubMed Hulin BT, Gabbett TJ, Lawson DW, Caputi P, Sampson JA. The acute:chronic workload ratio predicts injury: high chronic workload may decrease injury risk in elite rugby league players. Br J Sports Med. 2016;50(4):231–6.PubMed
22.
Zurück zum Zitat Stares J, Dawson B, Peeling P, Heasman J, Rogalski B, Drew M, et al. Identifying high risk loading conditions for in-season injury in elite Australian football players. J Sci Med Sport. 2018;21(1):46–51.PubMed Stares J, Dawson B, Peeling P, Heasman J, Rogalski B, Drew M, et al. Identifying high risk loading conditions for in-season injury in elite Australian football players. J Sci Med Sport. 2018;21(1):46–51.PubMed
23.
Zurück zum Zitat Hulin BT, Gabbett TJ, Blanch P, Chapman P, Bailey D, Orchard JW. Spikes in acute workload are associated with increased injury risk in elite cricket fast bowlers. Br J Sports Med. 2014;48(8):708–12.PubMed Hulin BT, Gabbett TJ, Blanch P, Chapman P, Bailey D, Orchard JW. Spikes in acute workload are associated with increased injury risk in elite cricket fast bowlers. Br J Sports Med. 2014;48(8):708–12.PubMed
24.
Zurück zum Zitat Moher D, Liberati A, Tetzlaff J, Altman DG. Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. BMJ. 2009;339:b2535.PubMedPubMedCentral Moher D, Liberati A, Tetzlaff J, Altman DG. Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. BMJ. 2009;339:b2535.PubMedPubMedCentral
25.
Zurück zum Zitat Dwyer DB, Gabbett TJ. Global positioning system data analysis: velocity ranges and a new definition of sprinting for field sport athletes. J Strength Cond Res. 2012;26(3):818–24.PubMed Dwyer DB, Gabbett TJ. Global positioning system data analysis: velocity ranges and a new definition of sprinting for field sport athletes. J Strength Cond Res. 2012;26(3):818–24.PubMed
26.
Zurück zum Zitat Williams S, West S, Cross MJ, Stokes KA. Better way to determine the acute: chronic workload ratio? Br J Sports Med. 2017;51(3):209–10.PubMed Williams S, West S, Cross MJ, Stokes KA. Better way to determine the acute: chronic workload ratio? Br J Sports Med. 2017;51(3):209–10.PubMed
28.
Zurück zum Zitat Downs SH, Black N. The feasibility of creating a checklist for the assessment of the methodological quality both of randomised and non-randomised studies of health care interventions. J Epidemiol Community Health. 1998;52(6):377–84.PubMedPubMedCentral Downs SH, Black N. The feasibility of creating a checklist for the assessment of the methodological quality both of randomised and non-randomised studies of health care interventions. J Epidemiol Community Health. 1998;52(6):377–84.PubMedPubMedCentral
29.
Zurück zum Zitat Neiva M. ColorADD: color identification system for color-blind people. In: Espregueira-Mendes J, van Dijk CN, Neyret P, Cohen M, Della Villa S, Pereira H, et al., editors. Injuries and health problems in football: what everyone should know. Berlin: Springer; 2017. p. 303–304. Neiva M. ColorADD: color identification system for color-blind people. In: Espregueira-Mendes J, van Dijk CN, Neyret P, Cohen M, Della Villa S, Pereira H, et al., editors. Injuries and health problems in football: what everyone should know. Berlin: Springer; 2017. p. 303–304.
30.
Zurück zum Zitat Carey DL, Blanch P, Ong KL, Crossley KM, Crow J, Morris ME. Training loads and injury risk in Australian football-differing acute: chronic workload ratios influence match injury risk. Br J Sports Med. 2017;51(16):1215–20.PubMed Carey DL, Blanch P, Ong KL, Crossley KM, Crow J, Morris ME. Training loads and injury risk in Australian football-differing acute: chronic workload ratios influence match injury risk. Br J Sports Med. 2017;51(16):1215–20.PubMed
31.
Zurück zum Zitat Cross MJ, Williams S, Trewartha G, Kemp SP, Stokes KA. The influence of in-season training loads on injury risk in professional rugby union. Int J Sports Physiol Perform. 2016;11(3):350–5.PubMed Cross MJ, Williams S, Trewartha G, Kemp SP, Stokes KA. The influence of in-season training loads on injury risk in professional rugby union. Int J Sports Physiol Perform. 2016;11(3):350–5.PubMed
32.
Zurück zum Zitat Cummins C, Welch M, Inkster B, Cupples B, Weaving D, Jones B, et al. Modelling the relationships between volume, intensity and injury-risk in professional rugby league players. J Sci Med Sport. 2019;22(6):653–60.PubMed Cummins C, Welch M, Inkster B, Cupples B, Weaving D, Jones B, et al. Modelling the relationships between volume, intensity and injury-risk in professional rugby league players. J Sci Med Sport. 2019;22(6):653–60.PubMed
33.
Zurück zum Zitat Delecroix B, McCall A, Dawson B, Berthoin S, Dupont G. Workload and non-contact injury incidence in elite football players competing in European leagues. Eur J Sport Sci. 2018;18(9):1280–7.PubMed Delecroix B, McCall A, Dawson B, Berthoin S, Dupont G. Workload and non-contact injury incidence in elite football players competing in European leagues. Eur J Sport Sci. 2018;18(9):1280–7.PubMed
34.
Zurück zum Zitat Esmaeili A, Hopkins WG, Stewart AM, Elias GP, Lazarus BH, Aughey RJ. The individual and combined effects of multiple factors on the risk of soft tissue non-contact injuries in elite team sport athletes. Front Physiol. 2018;9:1280.PubMedPubMedCentral Esmaeili A, Hopkins WG, Stewart AM, Elias GP, Lazarus BH, Aughey RJ. The individual and combined effects of multiple factors on the risk of soft tissue non-contact injuries in elite team sport athletes. Front Physiol. 2018;9:1280.PubMedPubMedCentral
35.
Zurück zum Zitat Fanchini M, Rampinini E, Riggio M, Coutts AJ, Pecci C, McCall A. Despite association, the acute: chronic work load ratio does not predict non-contact injury in elite footballers. Sci Med Foot. 2018;2(2):108–14. Fanchini M, Rampinini E, Riggio M, Coutts AJ, Pecci C, McCall A. Despite association, the acute: chronic work load ratio does not predict non-contact injury in elite footballers. Sci Med Foot. 2018;2(2):108–14.
36.
Zurück zum Zitat Jaspers A, Kuyvenhoven JP, Staes F, Frencken WGP, Helsen WF, Brink MS. Examination of the external and internal load indicators' association with overuse injuries in professional soccer players. J Sci Med Sport. 2018;21(6):579–85.PubMed Jaspers A, Kuyvenhoven JP, Staes F, Frencken WGP, Helsen WF, Brink MS. Examination of the external and internal load indicators' association with overuse injuries in professional soccer players. J Sci Med Sport. 2018;21(6):579–85.PubMed
37.
Zurück zum Zitat Malone S, Roe M, Doran DA, Gabbett TJ, Collins KD. Protection against spikes in workload with aerobic fitness and playing experience: the role of the acute: chronic workload ratio on injury risk in elite Gaelic football. Int J Sports Physiol Perform. 2017;12(3):393–401.PubMed Malone S, Roe M, Doran DA, Gabbett TJ, Collins KD. Protection against spikes in workload with aerobic fitness and playing experience: the role of the acute: chronic workload ratio on injury risk in elite Gaelic football. Int J Sports Physiol Perform. 2017;12(3):393–401.PubMed
38.
Zurück zum Zitat Malone S, Owen A, Newton M, Mendes B, Collins KD, Gabbett TJ. The acute: chonic workload ratio in relation to injury risk in professional soccer. J Sci Med Sport. 2017;20(6):561–5.PubMed Malone S, Owen A, Newton M, Mendes B, Collins KD, Gabbett TJ. The acute: chonic workload ratio in relation to injury risk in professional soccer. J Sci Med Sport. 2017;20(6):561–5.PubMed
39.
Zurück zum Zitat Malone S, Owen A, Mendes B, Hughes B, Collins K, Gabbett TJ. High-speed running and sprinting as an injury risk factor in soccer: can well-developed physical qualities reduce the risk? J Sci Med Sport. 2018;21(3):257–62.PubMed Malone S, Owen A, Mendes B, Hughes B, Collins K, Gabbett TJ. High-speed running and sprinting as an injury risk factor in soccer: can well-developed physical qualities reduce the risk? J Sci Med Sport. 2018;21(3):257–62.PubMed
40.
Zurück zum Zitat McCall A, Dupont G, Ekstrand J. Internal workload and non-contact injury: a one-season study of five teams from the UEFA Elite Club Injury Study. Br J Sports Med. 2018;52(23):1517–22.PubMed McCall A, Dupont G, Ekstrand J. Internal workload and non-contact injury: a one-season study of five teams from the UEFA Elite Club Injury Study. Br J Sports Med. 2018;52(23):1517–22.PubMed
41.
Zurück zum Zitat Murray NB, Gabbett TJ, Townshend AD, Hulin BT, McLellan CP. Individual and combined effects of acute and chronic running loads on injury risk in elite Australian footballers. Scand J Med Sci Sports. 2017;27(9):990–8.PubMed Murray NB, Gabbett TJ, Townshend AD, Hulin BT, McLellan CP. Individual and combined effects of acute and chronic running loads on injury risk in elite Australian footballers. Scand J Med Sci Sports. 2017;27(9):990–8.PubMed
42.
Zurück zum Zitat Murray NB, Gabbett TJ, Townshend AD. The use of relative speed zones in Australian football: are we really measuring what we think we are? Int J Sports Physiol Perform. 2018;13(4):442–51.PubMed Murray NB, Gabbett TJ, Townshend AD. The use of relative speed zones in Australian football: are we really measuring what we think we are? Int J Sports Physiol Perform. 2018;13(4):442–51.PubMed
43.
Zurück zum Zitat Thornton HR, Delaney JA, Duthie GM, Dascombe BJ. Importance of various training-load measures in injury incidence of professional rugby league athletes. Int J Sports Physiol Perform. 2017;12(6):819–24.PubMed Thornton HR, Delaney JA, Duthie GM, Dascombe BJ. Importance of various training-load measures in injury incidence of professional rugby league athletes. Int J Sports Physiol Perform. 2017;12(6):819–24.PubMed
44.
Zurück zum Zitat Windt J, Gabbett TJ, Ferris D, Khan KM. Training load-injury paradox: is greater preseason participation associated with lower in-season injury risk in elite rugby league players? Br J Sports Med. 2017;51(8):645–50.PubMed Windt J, Gabbett TJ, Ferris D, Khan KM. Training load-injury paradox: is greater preseason participation associated with lower in-season injury risk in elite rugby league players? Br J Sports Med. 2017;51(8):645–50.PubMed
45.
Zurück zum Zitat Boyd LJ, Ball K, Aughey RJ. The reliability of MinimaxX accelerometers for measuring physical activity in Australian football. Int J Sports Physiol Perform. 2011;6(3):311–21.PubMed Boyd LJ, Ball K, Aughey RJ. The reliability of MinimaxX accelerometers for measuring physical activity in Australian football. Int J Sports Physiol Perform. 2011;6(3):311–21.PubMed
46.
Zurück zum Zitat Malone S, Hughes B, Doran DA, Collins K, Gabbett TJ. Can the workload-injury relationship be moderated by improved strength, speed and repeated-sprint qualities? J Sci Med Sport. 2019;22(1):29–34.PubMed Malone S, Hughes B, Doran DA, Collins K, Gabbett TJ. Can the workload-injury relationship be moderated by improved strength, speed and repeated-sprint qualities? J Sci Med Sport. 2019;22(1):29–34.PubMed
48.
Zurück zum Zitat Hunter JS. The exponentially weighted moving average. J Qual Technol. 1986;18(4):203–10. Hunter JS. The exponentially weighted moving average. J Qual Technol. 1986;18(4):203–10.
49.
Zurück zum Zitat Murray NB, Gabbett TJ, Townshend AD, Blanch P. Calculating acute: chronic workload ratios using exponentially weighted moving averages provides a more sensitive indicator of injury likelihood than rolling averages. Br J Sports Med. 2017;51(9):749–54.PubMed Murray NB, Gabbett TJ, Townshend AD, Blanch P. Calculating acute: chronic workload ratios using exponentially weighted moving averages provides a more sensitive indicator of injury likelihood than rolling averages. Br J Sports Med. 2017;51(9):749–54.PubMed
50.
Zurück zum Zitat Sampson JA, Murray A, Williams S, Halseth T, Hanisch J, Golden G, et al. Injury risk-workload associations in NCAA American college football. J Sci Med Sport. 2018;21(12):1215–20.PubMed Sampson JA, Murray A, Williams S, Halseth T, Hanisch J, Golden G, et al. Injury risk-workload associations in NCAA American college football. J Sci Med Sport. 2018;21(12):1215–20.PubMed
51.
Zurück zum Zitat Hulin BT, Gabbett TJ, Pickworth NJ, Johnston RD, Jenkins DG. Relationships among PlayerLoad, high-intensity intermittent running ability, and injury risk in professional rugby league players. Int J Sports Physiol Perform. 2020;15(3):423–9. Hulin BT, Gabbett TJ, Pickworth NJ, Johnston RD, Jenkins DG. Relationships among PlayerLoad, high-intensity intermittent running ability, and injury risk in professional rugby league players. Int J Sports Physiol Perform. 2020;15(3):423–9.
52.
Zurück zum Zitat Cousins BEW, Morris JG, Sunderland C, Bennett AM, Shahtahmassebi G, Cooper SB. match and training load exposure and time-loss incidence in elite Rugby Union players. Front Physiol. 2019;10:1413.PubMedPubMedCentral Cousins BEW, Morris JG, Sunderland C, Bennett AM, Shahtahmassebi G, Cooper SB. match and training load exposure and time-loss incidence in elite Rugby Union players. Front Physiol. 2019;10:1413.PubMedPubMedCentral
54.
Zurück zum Zitat Sampson JA, Fullagar HH, Murray A. Evidence is needed to determine if there is a better way to determine the acute: chronic workload. Br J Sports Med. 2017;51(7):621–2.PubMed Sampson JA, Fullagar HH, Murray A. Evidence is needed to determine if there is a better way to determine the acute: chronic workload. Br J Sports Med. 2017;51(7):621–2.PubMed
55.
Zurück zum Zitat Gabbett TJ, Hulin B, Blanch P, Chapman P, Bailey D. To couple or not to couple? For acute: chronic workload ratios and injury risk, does it really matter? Int J Sports Med. 2019;40(9):597–600.PubMed Gabbett TJ, Hulin B, Blanch P, Chapman P, Bailey D. To couple or not to couple? For acute: chronic workload ratios and injury risk, does it really matter? Int J Sports Med. 2019;40(9):597–600.PubMed
56.
Zurück zum Zitat Lolli L, Batterham AM, Hawkins R, Kelly DM, Strudwick AJ, Thorpe R, et al. Mathematical coupling causes spurious correlation within the conventional acute-to-chronic workload ratio calculations. Br J Sports Med. 2019;53(15):921–2.PubMed Lolli L, Batterham AM, Hawkins R, Kelly DM, Strudwick AJ, Thorpe R, et al. Mathematical coupling causes spurious correlation within the conventional acute-to-chronic workload ratio calculations. Br J Sports Med. 2019;53(15):921–2.PubMed
57.
Zurück zum Zitat Windt J, Gabbett TJ. Is it all for naught? What does mathematical coupling mean for acute: chronic workload ratios? Br J Sports Med. 2019;53(16):988–90.PubMed Windt J, Gabbett TJ. Is it all for naught? What does mathematical coupling mean for acute: chronic workload ratios? Br J Sports Med. 2019;53(16):988–90.PubMed
59.
Zurück zum Zitat Windt J, Ardern CL, Gabbett TJ, Khan KM, Cook CE, Sporer BC, et al. Getting the most out of intensive longitudinal data: a methodological review of workload-injury studies. BMJ Open. 2018;8(10):e022626.PubMedPubMedCentral Windt J, Ardern CL, Gabbett TJ, Khan KM, Cook CE, Sporer BC, et al. Getting the most out of intensive longitudinal data: a methodological review of workload-injury studies. BMJ Open. 2018;8(10):e022626.PubMedPubMedCentral
60.
Zurück zum Zitat Orchard JW, Blanch P, Paoloni J, Kountouris A, Sims K, Orchard JJ, et al. Cricket fast bowling workload patterns as risk factors for tendon, muscle, bone and joint injuries. Br J Sports Med. 2015;49(16):1064–8.PubMed Orchard JW, Blanch P, Paoloni J, Kountouris A, Sims K, Orchard JJ, et al. Cricket fast bowling workload patterns as risk factors for tendon, muscle, bone and joint injuries. Br J Sports Med. 2015;49(16):1064–8.PubMed
61.
Zurück zum Zitat Carey DL, Crossley KM, Whiteley R, Mosler A, Ong KL, Crow J, et al. Modeling training loads and injuries: the dangers of discretization. Med Sci Sports Exerc. 2018;50(11):2267–76.PubMed Carey DL, Crossley KM, Whiteley R, Mosler A, Ong KL, Crow J, et al. Modeling training loads and injuries: the dangers of discretization. Med Sci Sports Exerc. 2018;50(11):2267–76.PubMed
62.
Zurück zum Zitat Bennette C, Vickers A. Against quantiles: categorization of continuous variables in epidemiologic research, and its discontents. BMC Med Res Methodol. 2012;12:21.PubMedPubMedCentral Bennette C, Vickers A. Against quantiles: categorization of continuous variables in epidemiologic research, and its discontents. BMC Med Res Methodol. 2012;12:21.PubMedPubMedCentral
64.
Zurück zum Zitat Babyak MA. What you see may not be what you get: a brief, nontechnical introduction to overfitting in regression-type models. Psychosom Med. 2004;66(3):411–21.PubMed Babyak MA. What you see may not be what you get: a brief, nontechnical introduction to overfitting in regression-type models. Psychosom Med. 2004;66(3):411–21.PubMed
65.
Zurück zum Zitat Nielsen RO, Bertelsen ML, Ramskov D, Møller M, Hulme A, Theisen D, et al. Time-to-event analysis for sports injury research part 1: time-varying exposures. Br J Sports Med. 2019;53(1):61–8.PubMed Nielsen RO, Bertelsen ML, Ramskov D, Møller M, Hulme A, Theisen D, et al. Time-to-event analysis for sports injury research part 1: time-varying exposures. Br J Sports Med. 2019;53(1):61–8.PubMed
66.
Zurück zum Zitat Nielsen RO, Bertelsen ML, Ramskov D, Møller M, Hulme A, Theisen D, et al. Time-to-event analysis for sports injury research part 2: time-varying outcomes. Br J Sports Med. 2019;53(1):70–8.PubMed Nielsen RO, Bertelsen ML, Ramskov D, Møller M, Hulme A, Theisen D, et al. Time-to-event analysis for sports injury research part 2: time-varying outcomes. Br J Sports Med. 2019;53(1):70–8.PubMed
67.
Zurück zum Zitat Hulme A, Thompson J, Nielsen RO, Read GJM, Salmon PM. Towards a complex systems approach in sports injury research: simulating running-related injury development with agent-based modelling. Br J Sports Med. 2019;53(9):560–9.PubMed Hulme A, Thompson J, Nielsen RO, Read GJM, Salmon PM. Towards a complex systems approach in sports injury research: simulating running-related injury development with agent-based modelling. Br J Sports Med. 2019;53(9):560–9.PubMed
68.
Zurück zum Zitat Gabbett TJ, Nielsen RO, Bertelsen ML, Bittencourt NFN, Fonseca ST, Malone S, et al. In pursuit of the ‘unbreakable’ athlete: what is the role of moderating factors and circular causation? Br J Sports Med. 2019;53(7):394–5.PubMed Gabbett TJ, Nielsen RO, Bertelsen ML, Bittencourt NFN, Fonseca ST, Malone S, et al. In pursuit of the ‘unbreakable’ athlete: what is the role of moderating factors and circular causation? Br J Sports Med. 2019;53(7):394–5.PubMed
69.
Zurück zum Zitat Mørtvedt AI, Krosshaug T, Bahr R, Petushek E. I spy with my little eye … a knee about to go ‘pop’? Can coaches and sports medicine professionals predict who is at greater risk of ACL rupture? Br J Sports Med. 2020;54(3):154–8.PubMed Mørtvedt AI, Krosshaug T, Bahr R, Petushek E. I spy with my little eye … a knee about to go ‘pop’? Can coaches and sports medicine professionals predict who is at greater risk of ACL rupture? Br J Sports Med. 2020;54(3):154–8.PubMed
70.
Zurück zum Zitat Bahr R. Why screening tests to predict injury do not work—and probably never will…: a critical review. Br J Sports Med. 2016;50(13):776–80.PubMed Bahr R. Why screening tests to predict injury do not work—and probably never will…: a critical review. Br J Sports Med. 2016;50(13):776–80.PubMed
71.
Zurück zum Zitat Verhagen E, van Dyk N, Clark N, Shrier I. Do not throw the baby out with the bathwater; screening can identify meaningful risk factors for sports injuries. Br J Sports Med. 2018;52(19):1223–4.PubMed Verhagen E, van Dyk N, Clark N, Shrier I. Do not throw the baby out with the bathwater; screening can identify meaningful risk factors for sports injuries. Br J Sports Med. 2018;52(19):1223–4.PubMed
72.
Zurück zum Zitat Hulin BT, Gabbett TJ. Indeed association does not equal prediction: the never-ending search for the perfect acute: chronic workload ratio. Br J Sports Med. 2019;53(3):144–5.PubMed Hulin BT, Gabbett TJ. Indeed association does not equal prediction: the never-ending search for the perfect acute: chronic workload ratio. Br J Sports Med. 2019;53(3):144–5.PubMed
73.
Zurück zum Zitat Impellizzeri FM, McCall A, Meyer T. Registered reports coming soon: our contribution to better science in football research. Sci Med Footb. 2019;3(2):87–8. Impellizzeri FM, McCall A, Meyer T. Registered reports coming soon: our contribution to better science in football research. Sci Med Footb. 2019;3(2):87–8.
74.
Zurück zum Zitat Windt J, Zumbo BD, Sporer B, MacDonald K, Gabbett TJ. Why do workload spikes cause injuries, and which athletes are at higher risk? Mediators and moderators in workload-injury investigations. Br J Sports Med. 2017;51(13):993–4.PubMed Windt J, Zumbo BD, Sporer B, MacDonald K, Gabbett TJ. Why do workload spikes cause injuries, and which athletes are at higher risk? Mediators and moderators in workload-injury investigations. Br J Sports Med. 2017;51(13):993–4.PubMed
75.
Zurück zum Zitat Verhagen E, Gabbett T. Load, capacity and health: critical pieces of the holistic performance puzzle. Br J Sports Med. 2019;53(1):5–6.PubMed Verhagen E, Gabbett T. Load, capacity and health: critical pieces of the holistic performance puzzle. Br J Sports Med. 2019;53(1):5–6.PubMed
76.
Zurück zum Zitat Charest J, Grandner MA. Sleep and athletic performance: impacts on physical performance, mental performance, injury risk and recovery, and mental health. Sleep Med Clin. 2020;15(1):41–57.PubMed Charest J, Grandner MA. Sleep and athletic performance: impacts on physical performance, mental performance, injury risk and recovery, and mental health. Sleep Med Clin. 2020;15(1):41–57.PubMed
77.
Zurück zum Zitat Galambos SA, Terry PC, Moyle GM, Locke SA, Lane AM. Psychological predictors of injury among elite athletes. Br J Sports Med. 2005;39(6):351–4.PubMedPubMedCentral Galambos SA, Terry PC, Moyle GM, Locke SA, Lane AM. Psychological predictors of injury among elite athletes. Br J Sports Med. 2005;39(6):351–4.PubMedPubMedCentral
78.
Zurück zum Zitat Lathlean TJH, Gastin PB, Newstead SV, Finch CF. A prospective cohort study of load and wellness (sleep, fatigue, soreness, stress, and mood) in elite junior australian football players. Int J Sports Physiol Perform. 2019;14(6):829–40.PubMed Lathlean TJH, Gastin PB, Newstead SV, Finch CF. A prospective cohort study of load and wellness (sleep, fatigue, soreness, stress, and mood) in elite junior australian football players. Int J Sports Physiol Perform. 2019;14(6):829–40.PubMed
79.
Zurück zum Zitat Enright K, Green M, Hay G, Malone JJ. Workload and injury in professional soccer players: role of injury tissue type and injury severity. Int J Sports Med. 2020;41(2):89–97.PubMed Enright K, Green M, Hay G, Malone JJ. Workload and injury in professional soccer players: role of injury tissue type and injury severity. Int J Sports Med. 2020;41(2):89–97.PubMed
80.
Zurück zum Zitat Nielsen RO, Bertelsen ML, Moller M, Hulme A, Windt J, Verhagen E, et al. Training load and structure-specific load: applications for sport injury causality and data analyses. Br J Sports Med. 2018;52(16):1016–7.PubMed Nielsen RO, Bertelsen ML, Moller M, Hulme A, Windt J, Verhagen E, et al. Training load and structure-specific load: applications for sport injury causality and data analyses. Br J Sports Med. 2018;52(16):1016–7.PubMed
82.
Zurück zum Zitat Stovitz SD, Johnson RJ. “Underuse” as a cause for musculoskeletal injuries: is it time that we started reframing our message? Br J Sports Med. 2006;40(9):738–9.PubMedPubMedCentral Stovitz SD, Johnson RJ. “Underuse” as a cause for musculoskeletal injuries: is it time that we started reframing our message? Br J Sports Med. 2006;40(9):738–9.PubMedPubMedCentral
83.
Zurück zum Zitat Clarsen B, Bahr R. Matching the choice of injury/illness definition to study setting, purpose and design: one size does not fit all! Br J Sports Med. 2014;48(7):510–2.PubMed Clarsen B, Bahr R. Matching the choice of injury/illness definition to study setting, purpose and design: one size does not fit all! Br J Sports Med. 2014;48(7):510–2.PubMed
84.
Zurück zum Zitat Hulin BT. The never-ending search for the perfect acute:chronic workload ratio: what role injury definition? Br J Sports Med. 2017;51(13):991–2.PubMed Hulin BT. The never-ending search for the perfect acute:chronic workload ratio: what role injury definition? Br J Sports Med. 2017;51(13):991–2.PubMed
Metadaten
Titel
Is the Acute: Chronic Workload Ratio (ACWR) Associated with Risk of Time-Loss Injury in Professional Team Sports? A Systematic Review of Methodology, Variables and Injury Risk in Practical Situations
verfasst von
Renato Andrade
Eirik Halvorsen Wik
Alexandre Rebelo-Marques
Peter Blanch
Rodney Whiteley
João Espregueira-Mendes
Tim J. Gabbett
Publikationsdatum
22.06.2020
Verlag
Springer International Publishing
Erschienen in
Sports Medicine / Ausgabe 9/2020
Print ISSN: 0112-1642
Elektronische ISSN: 1179-2035
DOI
https://doi.org/10.1007/s40279-020-01308-6

Weitere Artikel der Ausgabe 9/2020

Sports Medicine 9/2020 Zur Ausgabe

Arthropedia

Grundlagenwissen der Arthroskopie und Gelenkchirurgie. Erweitert durch Fallbeispiele, Videos und Abbildungen. 
» Jetzt entdecken

Notfall-TEP der Hüfte ist auch bei 90-Jährigen machbar

26.04.2024 Hüft-TEP Nachrichten

Ob bei einer Notfalloperation nach Schenkelhalsfraktur eine Hemiarthroplastik oder eine totale Endoprothese (TEP) eingebaut wird, sollte nicht allein vom Alter der Patientinnen und Patienten abhängen. Auch über 90-Jährige können von der TEP profitieren.

Arthroskopie kann Knieprothese nicht hinauszögern

25.04.2024 Gonarthrose Nachrichten

Ein arthroskopischer Eingriff bei Kniearthrose macht im Hinblick darauf, ob und wann ein Gelenkersatz fällig wird, offenbar keinen Unterschied.

Therapiestart mit Blutdrucksenkern erhöht Frakturrisiko

25.04.2024 Hypertonie Nachrichten

Beginnen ältere Männer im Pflegeheim eine Antihypertensiva-Therapie, dann ist die Frakturrate in den folgenden 30 Tagen mehr als verdoppelt. Besonders häufig stürzen Demenzkranke und Männer, die erstmals Blutdrucksenker nehmen. Dafür spricht eine Analyse unter US-Veteranen.

Ärztliche Empathie hilft gegen Rückenschmerzen

23.04.2024 Leitsymptom Rückenschmerzen Nachrichten

Personen mit chronischen Rückenschmerzen, die von einfühlsamen Ärzten und Ärztinnen betreut werden, berichten über weniger Beschwerden und eine bessere Lebensqualität.

Update Orthopädie und Unfallchirurgie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.