Adelaide Medical School, Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide, Australia.
Monash University Accident Research Centre (MUARC), Monash University, Clayton, Australia.
Sports Health. 2023 Mar-Apr;15(2):218-226. doi: 10.1177/19417381221087245. Epub 2022 May 6.
Elite junior Australian football players experience high training loads across levels of competition and training. This, in conjunction with impaired wellness, can predispose athletes to injury.
Elite junior Australian football players exposed to high loads with poor wellness are more likely to be at risk of injury than those with improved wellness.
Longitudinal prospective cohort study.
Level 3.
Data were collected and analyzed from 280 players across the 2014 season. Internal load was measured via session rating of perceived exertion. Player wellness was reported according to ratings of sleep quality, fatigue, soreness, stress, and mood. Week- and month-based training load measures were calculated, representing a combination of absolute and relative load variables. Principal component analysis factor loadings, based on 17 load and wellness variables, were used to calculate summed variable covariates. Injury was defined as "any injury leading to a missed training session or competitive match." Associations between covariates and injury risk (yes/no) were determined via logistic generalized estimating equations.
A significant interaction term between load and wellness on injury was found [odds ratio (OR) 0.76; 95% CI 0.62-0.92; < 0.01), indicating that wellness acts as a "dimmer switch" of load on injury. Further, there was evidence of moderated mediation (OR 0.71; 95% CI 0.57-0.87; < 0.01). When wellness was low, injury risk started to increase substantially at a 1-week load of 3250 au.
Subjective measures of training load are associated with injury risk through a nonlinear relationship. This relationship is further influenced by player wellness, which can amplify the risk of injury. There is evidence that higher stress is linked with injury and that soreness and sleep mediate any stress-injury relationship.
Coaching efforts to manage training load and player adaptive responses, including wellness, may reduce the risk of injury, with stress, soreness, and sleep particularly relevant at this level.
精英青少年澳式足球运动员在各级比赛和训练中经历高训练负荷。再加上健康状况不佳,这使运动员容易受伤。
暴露于高负荷和健康状况不佳的精英青少年澳式足球运动员比那些健康状况改善的运动员更容易受伤。
纵向前瞻性队列研究。
3 级。
在 2014 赛季,对 280 名球员进行了数据收集和分析。内部负荷通过感知运动评分来衡量。球员的健康状况根据睡眠质量、疲劳、酸痛、压力和情绪的评分报告。基于绝对和相对负荷变量计算了周和月的训练负荷测量值。基于 17 个负荷和健康变量的主成分分析因子负荷,用于计算总和变量协变量。损伤定义为“导致错过训练或比赛的任何损伤”。通过逻辑广义估计方程确定协变量与损伤风险(是/否)之间的关联。
发现负荷和健康对损伤的交互作用有显著统计学意义[比值比(OR)0.76;95%置信区间(CI)0.62-0.92;<0.01],表明健康状况是负荷对损伤的“调光开关”。此外,有证据表明存在调节中介作用(OR 0.71;95% CI 0.57-0.87;<0.01)。当健康状况较低时,损伤风险在负荷为 3250au 的第 1 周开始大幅增加。
训练负荷的主观测量与损伤风险呈非线性关系。这种关系进一步受到运动员健康状况的影响,健康状况可以放大受伤的风险。有证据表明,较高的压力与受伤有关,酸痛和睡眠会影响任何压力-损伤关系。
管理训练负荷和球员适应反应(包括健康状况)的教练努力可能会降低受伤风险,在这一级别,压力、酸痛和睡眠尤为重要。