Multivariate modelling of subjective and objective monitoring data improve the detection of non-contact injury risk in elite Australian footballers.
Identifieur interne : 000B72 ( PubMed/Curation ); précédent : 000B71; suivant : 000B73Multivariate modelling of subjective and objective monitoring data improve the detection of non-contact injury risk in elite Australian footballers.
Auteurs : Marcus J. Colby [Australie] ; Brian Dawson [Australie] ; Peter Peeling [Australie] ; Jarryd Heasman [Australie] ; Brent Rogalski [Australie] ; Michael K. Drew [Australie] ; Jordan Stares [Australie] ; Hassane Zouhal [France] ; Leanne Lester [Australie]Source :
- Journal of science and medicine in sport [ 1878-1861 ] ; 2017.
Abstract
To assess the association between workload, subjective wellness, musculoskeletal screening measures and non-contact injury risk in elite Australian footballers.
DOI: 10.1016/j.jsams.2017.05.010
PubMed: 28595869
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<front><div type="abstract" xml:lang="en">To assess the association between workload, subjective wellness, musculoskeletal screening measures and non-contact injury risk in elite Australian footballers.</div>
</front>
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<DateCreated><Year>2017</Year>
<Month>06</Month>
<Day>09</Day>
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<Month>May</Month>
<Day>25</Day>
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<ArticleTitle>Multivariate modelling of subjective and objective monitoring data improve the detection of non-contact injury risk in elite Australian footballers.</ArticleTitle>
<ELocationID EIdType="pii" ValidYN="Y">S1440-2440(17)30436-X</ELocationID>
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<Abstract><AbstractText Label="OBJECTIVES" NlmCategory="OBJECTIVE">To assess the association between workload, subjective wellness, musculoskeletal screening measures and non-contact injury risk in elite Australian footballers.</AbstractText>
<AbstractText Label="DESIGN" NlmCategory="METHODS">Prospective cohort study.</AbstractText>
<AbstractText Label="METHODS" NlmCategory="METHODS">Across 4 seasons in 70 players from one club, cumulative weekly workloads (acute; 1 week, chronic; 2-, 3-, 4-week) and acute:chronic workload ratio's (ACWR: 1-week load/average 4-weekly load) for session-Rating of Perceived Exertion (sRPE) and GPS-derived distance and sprint distance were calculated. Wellness, screening and non-contact injury data were also documented. Univariate and multivariate regression models determined injury incidence rate ratios (IRR) while accounting for interaction/moderating effects. Receiver operating characteristics determined model predictive accuracy (area under curve: AUC).</AbstractText>
<AbstractText Label="RESULTS" NlmCategory="RESULTS">Very low cumulative chronic (2-, 3-, 4- week) workloads were associated with the greatest injury risk (univariate IRR=1.71-2.16, 95% CI=1.10-4.52) in the subsequent week. In multivariate analysis, the interaction between a low chronic load and a very high distance (adj-IRR=2.60, 95% CI=1.07-6.34) or low sRPE ACWR (adj-IRR=2.52, 95% CI=1.01-6.29) was associated with increased injury risk. Subjectively reporting "yes" (vs. "no") for old lower limb pain and heavy non-football activity in the previous 7 days (multivariate adj-IRR=2.01-2.25, 95% CI=1.02-4.95) and playing experience (>9 years) (multivariate adj-IRR=2.05, 95% CI=1.03-4.06) was also associated with increased injury risk, but screening data were not. Predictive capacity of multivariate models was significantly better than univariate (AUCmultivariate=0.70, 95% CI 0.64-0.75; AUCunivariate range=0.51-0.60).</AbstractText>
<AbstractText Label="CONCLUSIONS" NlmCategory="CONCLUSIONS">Chronic load is an important moderating factor in the workload-injury relationship. Low chronic loads coupled with low or very high ACWR are associated with increased injury risk.</AbstractText>
<CopyrightInformation>Copyright © 2017 Sports Medicine Australia. Published by Elsevier Ltd. All rights reserved.</CopyrightInformation>
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<AffiliationInfo><Affiliation>School of Sport Science, Exercise and Health, The University of Western Australia, Australia; West Coast Eagles Football Club, Australia. Electronic address: marcus_colby@hotmail.com.</Affiliation>
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<Author ValidYN="Y"><LastName>Dawson</LastName>
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</AffiliationInfo>
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<ForeName>Leanne</ForeName>
<Initials>L</Initials>
<AffiliationInfo><Affiliation>School of Sport Science, Exercise and Health, The University of Western Australia, Australia.</Affiliation>
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<KeywordList Owner="NOTNLM"><Keyword MajorTopicYN="N">Acute:chronic workload ratio</Keyword>
<Keyword MajorTopicYN="N">Injury prevention</Keyword>
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