Predicting Injury Risk Over Changes in Physical Activity in Children Using the Acute:Chronic Workload Ratio

被引:4
作者
Wang, Chinchin [1 ,2 ]
Stokes, Tyrel [3 ]
Vargas, Jorge Trejo [3 ]
Steele, Russell [3 ]
Wedderkopp, Niels [4 ,5 ]
Shrier, Ian [1 ]
机构
[1] McGill Univ, Jewish Gen Hosp, Lady Davis Inst, Ctr Clin Epidemiol, 3755 Cote St Catherine Rd, Montreal, PQ H3T 1E2, Canada
[2] McGill Univ, Fac Med & Hlth Sci, Dept Epidemiol Biostat & Occupat Hlth, Montreal, PQ, Canada
[3] McGill Univ, Fac Sci, Dept Math & Stat, Montreal, PQ, Canada
[4] Hosp South West Jutland, Dept Orthoped, Esbjerg, Denmark
[5] Univ Southern Denmark, Dept Reg Hlth Res, Odense, Denmark
基金
加拿大健康研究院;
关键词
acute; chronic workload ratio; acute workload; children; chronic workload; injury risk; physical activity; workload; CONSENSUS STATEMENT; HEALTH; SCHOOL; SPORT;
D O I
10.1093/aje/kwab280
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Limited research exists on the relationship between changes in physical activity levels and injury in children. In this study, we investigated the prognostic relationship between changes in activity, measured by the acute:chronic workload ratio (ACWR), and injury in children. We used data from the Childhood Health, Activity, and Motor Performance School Study Denmark (2008-2014), a prospective cohort study of 1,660 children aged 6-17 years. We modeled the relationship between the uncoupled 5-week ACWR and injury, defined as patient-reported musculoskeletal pain, using generalized additive mixed models. These methods accounted for repeated measures, and they improved model fit and precision compared with previous studies that used logistic models. The prognostic model predicted an injury risk of approximately 3% between decreases in activity level of up to 60% and increases of up to 30%. Predicted risk was lower when activity decreased by more than 60% (minimum of 0.5% with no recreational activity). Predicted risk was higher when activity increased by more than 30% (4.5% with a 3-fold increase in activity). Girls were at significantly higher risk of injury than boys. We observed similar patterns but lower absolute risks when we restricted the outcome to clinician-diagnosed injury. Predicted increases in injury risk with increasing activity were much lower than those of previous studies carried out in adults.
引用
收藏
页码:665 / 673
页数:9
相关论文
共 35 条
[1]   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 [J].
Andrade, Renato ;
Wik, Eirik Halvorsen ;
Rebelo-Marques, Alexandre ;
Blanch, Peter ;
Whiteley, Rodney ;
Espregueira-Mendes, Joao ;
Gabbett, Tim J. .
SPORTS MEDICINE, 2020, 50 (09) :1613-1635
[2]   Has the athlete trained enough to return to play safely? The acute: chronic workload ratio permits clinicians to quantify a player's risk of subsequent injury [J].
Blanch, Peter ;
Gabbett, Tim J. .
BRITISH JOURNAL OF SPORTS MEDICINE, 2016, 50 (08) :471-475
[3]  
Bolker B. M., 2008, Ecological Models and Data in R.
[4]  
Bolker Ben, 2024, CRAN
[5]   Incidence and distribution of pediatric sport-related injuries [J].
Caine, Dennis ;
Caine, Caroline ;
Maffulli, Nicola .
CLINICAL JOURNAL OF SPORT MEDICINE, 2006, 16 (06) :500-513
[6]   Training loads and injury risk in Australian football-differing acute: chronic workload ratios influence match injury risk [J].
Carey, David L. ;
Blanch, Peter ;
Ong, Kok-Leong ;
Crossley, Kay M. ;
Crow, Justin ;
Morris, Meg E. .
BRITISH JOURNAL OF SPORTS MEDICINE, 2017, 51 (16) :1215-1220
[7]   Development and validation of a new method for the registration of overuse injuries in sports injury epidemiology: the Oslo Sports Trauma Research Centre (OSTRC) Overuse Injury Questionnaire [J].
Clarsen, Benjamin ;
Myklebust, Grethe ;
Bahr, Roald .
BRITISH JOURNAL OF SPORTS MEDICINE, 2013, 47 (08) :495-502
[8]   Does load management using the acute:chronic workload ratio prevent health problems? A cluster randomised trial of 482 elite youth footballers of both sexes [J].
Dalen-Lorentsen, Torstein ;
Bjorneboe, John ;
Clarsen, Benjamin ;
Vagle, Markus ;
Fagerland, Morten Wang ;
Andersen, Thor Einar .
BRITISH JOURNAL OF SPORTS MEDICINE, 2021, 55 (02) :108-+
[9]   Back injuries in a cohort of schoolchildren aged 6-12: A 2.5-year prospective study [J].
Franz, C. ;
Jespersen, E. ;
Rexen, C. T. ;
Leboeuf-Yde, C. ;
Wedderkopp, N. .
SCANDINAVIAN JOURNAL OF MEDICINE & SCIENCE IN SPORTS, 2016, 26 (08) :911-918
[10]  
Fuller CW, 2006, BRIT J SPORT MED, V40, P193, DOI [10.1136/bjsm.2005.025270, 10.1111/j.1600-0838.2006.00528.x]