Pascal Edouard, Pierre-Eddy Dandrieux, Milan Klöwer, Astrid Junge, Sébastien Racinais, Pedro Branco, Karsten Hollander, Laurent Navarro
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We performed Poisson regressions with incidence rates (number of injuries per 1000 athlete starts) as outcomes and UTCI as a predictive variable adjusted for sex, for all and time-loss injuries, for different injured tissue types (ie, muscle, tendon, ligament, articular, bone and skin) and specific discipline (ie, sprints, hurdles, jumps, throws, middle distance, long distance, marathon and race walking). Results A total of 1203 in-competition injuries were reported for 29 579 athlete starts. For all in-competition injuries (ie, all injured tissue types and all disciplines), higher UTCI was associated with lower incidence rates for time-loss injuries (IRR=0.98, 95% CI 0.97 to 0.98) but not for all injuries (IRR=1.00, 95% CI 1.00 to 1.01). Based on injured tissue type with all disciplines included, higher UTCI was associated with lower incidence rates for all (IRR=0.97, 95% CI 0.97 to 0.98) and time-loss (IRR=0.96, 95% CI 0.96 to 0.96) muscle injuries. Based on the specific discipline, higher UTCI was associated with lower incidence rates for all and time-loss muscle injuries for sprints (IRR=0.95, 95% CI 0.95 to 0.96, and IRR=0.94, 95% CI 0.93 to 0.94, respectively), hurdles (IRR=0.97, 95% CI 0.96 to 97, and IRR=0.95, 95% CI 0.94 to 0.96, respectively) and throws (IRR=0.97, 95% CI 0.97 to 0.98). Conclusions Higher feel-like temperatures were associated with a decreased risk of time-loss and muscle injuries, particularly in sprints, hurdles and throws. Although the precise mechanism for lower injury rates with higher feel-like temperatures requires further investigation, adapting preparations such as warm-up or clothing to forecasted weather conditions may be of benefit. Data are available upon reasonable request. Meteorological data are from ERA5 HEAT (Di Napoli, 2022) and specifically for the championships available at Navarro and Klöwer, 2024. Navarro, L, & Klöwer, M (2024). milankl/AthleticsChampionshipsHeat: Meteorological data and analysis scripts for BJSM 2024 publication (v2.0). Zenodo. <https://doi.org/10.5281/zenodo.13908135>. Injury data are available upon reasonable request. Requests for data sharing from appropriate researchers and entities will be considered on a case-by-case basis. Interested parties should contact the corresponding author Pascal Edouard (pascal.edouard@univ-st-etienne.fr).","PeriodicalId":9276,"journal":{"name":"British Journal of Sports Medicine","volume":"31 1","pages":""},"PeriodicalIF":11.6000,"publicationDate":"2024-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Association between feel-like temperatures and injury risk during international outdoor athletic championships: a prospective cohort study on 29 579 athlete starts during 10 championships\",\"authors\":\"Pascal Edouard, Pierre-Eddy Dandrieux, Milan Klöwer, Astrid Junge, Sébastien Racinais, Pedro Branco, Karsten Hollander, Laurent Navarro\",\"doi\":\"10.1136/bjsports-2023-108050\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Objective To analyse associations between feel-like temperatures measured with the universal thermal climate index (UTCI) and injury rates during international athletic championships. Methods During 10 international outdoor athletic championships from 2007 to 2022, in-competition injuries were collected by medical teams and local organising committees. UTCI was extracted hourly from a global reanalysis of observed atmospheric conditions during each championship. We performed Poisson regressions with incidence rates (number of injuries per 1000 athlete starts) as outcomes and UTCI as a predictive variable adjusted for sex, for all and time-loss injuries, for different injured tissue types (ie, muscle, tendon, ligament, articular, bone and skin) and specific discipline (ie, sprints, hurdles, jumps, throws, middle distance, long distance, marathon and race walking). Results A total of 1203 in-competition injuries were reported for 29 579 athlete starts. For all in-competition injuries (ie, all injured tissue types and all disciplines), higher UTCI was associated with lower incidence rates for time-loss injuries (IRR=0.98, 95% CI 0.97 to 0.98) but not for all injuries (IRR=1.00, 95% CI 1.00 to 1.01). Based on injured tissue type with all disciplines included, higher UTCI was associated with lower incidence rates for all (IRR=0.97, 95% CI 0.97 to 0.98) and time-loss (IRR=0.96, 95% CI 0.96 to 0.96) muscle injuries. Based on the specific discipline, higher UTCI was associated with lower incidence rates for all and time-loss muscle injuries for sprints (IRR=0.95, 95% CI 0.95 to 0.96, and IRR=0.94, 95% CI 0.93 to 0.94, respectively), hurdles (IRR=0.97, 95% CI 0.96 to 97, and IRR=0.95, 95% CI 0.94 to 0.96, respectively) and throws (IRR=0.97, 95% CI 0.97 to 0.98). Conclusions Higher feel-like temperatures were associated with a decreased risk of time-loss and muscle injuries, particularly in sprints, hurdles and throws. Although the precise mechanism for lower injury rates with higher feel-like temperatures requires further investigation, adapting preparations such as warm-up or clothing to forecasted weather conditions may be of benefit. Data are available upon reasonable request. Meteorological data are from ERA5 HEAT (Di Napoli, 2022) and specifically for the championships available at Navarro and Klöwer, 2024. Navarro, L, & Klöwer, M (2024). milankl/AthleticsChampionshipsHeat: Meteorological data and analysis scripts for BJSM 2024 publication (v2.0). Zenodo. <https://doi.org/10.5281/zenodo.13908135>. Injury data are available upon reasonable request. Requests for data sharing from appropriate researchers and entities will be considered on a case-by-case basis. Interested parties should contact the corresponding author Pascal Edouard (pascal.edouard@univ-st-etienne.fr).\",\"PeriodicalId\":9276,\"journal\":{\"name\":\"British Journal of Sports Medicine\",\"volume\":\"31 1\",\"pages\":\"\"},\"PeriodicalIF\":11.6000,\"publicationDate\":\"2024-10-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"British Journal of Sports Medicine\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1136/bjsports-2023-108050\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"SPORT SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"British Journal of Sports Medicine","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1136/bjsports-2023-108050","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"SPORT SCIENCES","Score":null,"Total":0}
引用次数: 0
摘要
目的 分析用通用热气候指数(UTCI)测量的体感温度与国际田径锦标赛期间受伤率之间的关系。方法 在 2007 年至 2022 年的 10 次国际户外田径锦标赛期间,由医疗队和当地组委会收集赛内受伤情况。UTCI是从每次锦标赛期间观测到的全球大气条件再分析中每小时提取的。我们进行了泊松回归,将发生率(每 1000 名运动员开始比赛时的受伤次数)作为结果,将UTCI 作为预测变量,并对性别、所有受伤和时间损失受伤、不同受伤组织类型(即肌肉、肌腱、韧带、关节、骨骼和皮肤)和特定学科(即短跑、跨栏、跳远、投掷、中长跑、马拉松和竞走)进行了调整。结果 29 579 名运动员共报告了 1203 次赛内受伤。对于所有赛内损伤(即所有受伤组织类型和所有项目),较高的UTCI与较低的时间损失损伤发生率相关(IRR=0.98,95% CI 0.97-0.98),但与所有损伤的发生率无关(IRR=1.00,95% CI 1.00-1.01)。根据包括所有学科在内的受伤组织类型,较高的UTCI与较低的所有(IRR=0.97,95% CI 0.97至0.98)和时间损失(IRR=0.96,95% CI 0.96至0.96)肌肉损伤发病率相关。就具体项目而言,UTCI 越高,短跑(IRR=0.95,95% CI 0.95 至 0.96;IRR=0.94,95% CI 0.93 至 0.94)、跨栏(IRR=0.97,95% CI 0.96 至 97;IRR=0.95,95% CI 0.94 至 0.96)和投掷(IRR=0.97,95% CI 0.97 至 0.98)的所有肌肉损伤和时间损失肌肉损伤的发生率越低。结论 较高的体感温度与较低的时间损失和肌肉损伤风险有关,尤其是在短跑、跨栏和投掷项目中。虽然感觉温度越高受伤率越低的确切机制还需要进一步研究,但根据预测的天气条件调整热身或服装等准备工作可能会有所裨益。如有合理要求,可提供相关数据。气象数据来自ERA5 HEAT(Di Napoli,2022年),具体的锦标赛数据可参见Navarro和Klöwer,2024年。Milankl/AthleticsChampionshipsHeat:气象数据和分析脚本,用于 2024 年北京奥运会出版物(v2.0)。Zenodo..如提出合理要求,可提供受伤数据。适当的研究人员和实体提出的数据共享请求将视具体情况予以考虑。有意者请联系通讯作者Pascal Edouard (pascal.edouard@univ-st-etienne.fr)。
Association between feel-like temperatures and injury risk during international outdoor athletic championships: a prospective cohort study on 29 579 athlete starts during 10 championships
Objective To analyse associations between feel-like temperatures measured with the universal thermal climate index (UTCI) and injury rates during international athletic championships. Methods During 10 international outdoor athletic championships from 2007 to 2022, in-competition injuries were collected by medical teams and local organising committees. UTCI was extracted hourly from a global reanalysis of observed atmospheric conditions during each championship. We performed Poisson regressions with incidence rates (number of injuries per 1000 athlete starts) as outcomes and UTCI as a predictive variable adjusted for sex, for all and time-loss injuries, for different injured tissue types (ie, muscle, tendon, ligament, articular, bone and skin) and specific discipline (ie, sprints, hurdles, jumps, throws, middle distance, long distance, marathon and race walking). Results A total of 1203 in-competition injuries were reported for 29 579 athlete starts. For all in-competition injuries (ie, all injured tissue types and all disciplines), higher UTCI was associated with lower incidence rates for time-loss injuries (IRR=0.98, 95% CI 0.97 to 0.98) but not for all injuries (IRR=1.00, 95% CI 1.00 to 1.01). Based on injured tissue type with all disciplines included, higher UTCI was associated with lower incidence rates for all (IRR=0.97, 95% CI 0.97 to 0.98) and time-loss (IRR=0.96, 95% CI 0.96 to 0.96) muscle injuries. Based on the specific discipline, higher UTCI was associated with lower incidence rates for all and time-loss muscle injuries for sprints (IRR=0.95, 95% CI 0.95 to 0.96, and IRR=0.94, 95% CI 0.93 to 0.94, respectively), hurdles (IRR=0.97, 95% CI 0.96 to 97, and IRR=0.95, 95% CI 0.94 to 0.96, respectively) and throws (IRR=0.97, 95% CI 0.97 to 0.98). Conclusions Higher feel-like temperatures were associated with a decreased risk of time-loss and muscle injuries, particularly in sprints, hurdles and throws. Although the precise mechanism for lower injury rates with higher feel-like temperatures requires further investigation, adapting preparations such as warm-up or clothing to forecasted weather conditions may be of benefit. Data are available upon reasonable request. Meteorological data are from ERA5 HEAT (Di Napoli, 2022) and specifically for the championships available at Navarro and Klöwer, 2024. Navarro, L, & Klöwer, M (2024). milankl/AthleticsChampionshipsHeat: Meteorological data and analysis scripts for BJSM 2024 publication (v2.0). Zenodo. . Injury data are available upon reasonable request. Requests for data sharing from appropriate researchers and entities will be considered on a case-by-case basis. Interested parties should contact the corresponding author Pascal Edouard (pascal.edouard@univ-st-etienne.fr).
期刊介绍:
The British Journal of Sports Medicine (BJSM) is a dynamic platform that presents groundbreaking research, thought-provoking reviews, and meaningful discussions on sport and exercise medicine. Our focus encompasses various clinically-relevant aspects such as physiotherapy, physical therapy, and rehabilitation. With an aim to foster innovation, education, and knowledge translation, we strive to bridge the gap between research and practical implementation in the field. Our multi-media approach, including web, print, video, and audio resources, along with our active presence on social media, connects a global community of healthcare professionals dedicated to treating active individuals.