Schwarz Edgar, Duffield Rob, Lu Donna, Fullagar Hugh, Aus der Fünten Karen, Skorski Sabrina, Tröß Tobias, Hadji Abed, Meyer Tim
Saarland University, Institute of Sports and Preventive Medicine, Campus Geb B8 2, Saarbrücken, Germany.
University of Technology Sydney, Faculty of Health, School of Sport, Exercise and Rehabilitation, Ultimo, NSW, Australia.
Environ Epidemiol. 2025 Jan 22;9(1):e364. doi: 10.1097/EE9.0000000000000364. eCollection 2025 Feb.
A cross-sectional analysis was performed to investigate associations between environmental temperatures and injury occurrence in two professional male football (soccer) leagues. Data from seven seasons of the German Bundesliga (2142 matches) and four seasons of the Australian A-League (470 matches) were included. Injuries were collated via media reports for the Bundesliga and via team staff reports in the A-League and comprised injury incidence, mechanisms (contact, noncontact), locations (e.g., ankle, knee, and thigh), and types (e.g., muscle and tendon, joint and ligament). Weather data included ambient air temperature (temperature or T) and wet bulb globe temperature (WBGT), which were collected from online sources retrospectively. Generalized linear mixed models were analyzed to examine associations between temperature or WBGT and injury occurrence for each league, respectively. Additionally, matches were grouped into categories of 5°C temperature steps to compare for injury occurrence. Results showed no relationship existed between either temperature or WBGT and any injury occurrence, mechanisms, locations or types for the Bundesliga ( > 0.10). A trend for an increase in injury occurrence in higher WBGT existed in the A-League ( = 0.05). Comparisons between 5°C temperature categories showed no significant differences for injury occurrence for either temperature or WBGT in either League ( > 0.05). Within the observed temperature ranges (-11.2 to 37.1°C T; -12.2 to 29.6°C WBGT) environmental temperature had no relationship with the rate or type of injury occurrence in professional football. Nevertheless, the number of matches at extreme heat within this study was limited and other factors (e.g., playing intensity, season stage, ground conditions) likely co-influence the relationship with injuries.
进行了一项横断面分析,以研究两个职业男子足球联赛中环境温度与伤病发生之间的关联。纳入了德国足球甲级联赛七个赛季(2142场比赛)和澳大利亚A联赛四个赛季(470场比赛)的数据。德甲联赛的伤病情况通过媒体报道整理,A联赛则通过球队工作人员报告整理,包括伤病发生率、机制(接触性、非接触性)、部位(如脚踝、膝盖和大腿)以及类型(如肌肉和肌腱、关节和韧带)。天气数据包括环境空气温度(温度或T)和湿球黑球温度(WBGT),这些数据是从在线资源中回顾性收集的。分别分析了广义线性混合模型,以检验每个联赛中温度或WBGT与伤病发生之间的关联。此外,比赛被分为5°C温度区间类别,以比较伤病发生情况。结果显示,德甲联赛中温度或WBGT与任何伤病发生、机制、部位或类型之间均无关系(P>0.10)。A联赛中存在较高WBGT时伤病发生率增加的趋势(P = 0.05)。5°C温度类别之间的比较显示,两个联赛中温度或WBGT的伤病发生率均无显著差异(P>0.05)。在观察到的温度范围内(T为-11.2至37.1°C;WBGT为-12.2至29.6°C),环境温度与职业足球伤病发生的速率或类型无关。然而,本研究中极端高温下的比赛数量有限,其他因素(如比赛强度、赛季阶段、场地条件)可能共同影响与伤病的关系。