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运动损伤的“恶性循环”:对165名田径运动员进行39周随访并运用马尔可夫链的分析

The 'vicious circle' of sports injuries: an analysis of 165 athletics (track and field) athletes over a 39-week follow-up using Markov chains.

作者信息

Iatropoulos Spyridon, Edouard Pascal

机构信息

Laboratoire Interuniversitaire de Biologie de la Motricité (EA 7424), Université Jean Monnet Saint-Etienne, Lyon 1, Université Savoie Mont-Blanc, Saint-Étienne, Auvergne-Rhône-Alpes, France.

Department of Clinical and Exercise Physiology, Sports Medicine Unit, University Hospital of Saint-Etienne, Saint-Étienne, Auvergne-Rhône-Alpes, France.

出版信息

BMJ Open Sport Exerc Med. 2025 Jun 16;11(2):e002420. doi: 10.1136/bmjsem-2024-002420. eCollection 2025.

Abstract

OBJECTIVE

To explore (1) the risk of injury according to the number of previous injuries, and (2) the risk of progression of the athletes' health status according to the impact on athletics participation (ie, no injury/healthy (H), injury with full athletics participation (IF), injury with partial athletics participation (IP) or injury with no athletics participation (IN)).

METHODS

We performed a secondary analysis of injury data weekly collected using an online self-reported questionnaire from 165 athletics (track-and-field) athletes during 39 weeks. Using Markov chains, we determined the probabilities of (1) sustaining an injury with participation restriction (ICPR=IP+IN) depending on the number of previous ICPR and (2) transitioning from any one injury state to any other (ie, H, IF, IP, IN). Comparisons were made by calculating the ratio and 95% CIs between two probabilities using a bias-corrected accelerated bootstrap method.

RESULTS

Compared with the risk of the first ICPR, the risk of a second, third and fourth ICPRs increased on average by 1.9 (1.33 to 2.73), 2.2 (1.43 to 3.56) and 2.42 (1.37 to 4.41) times, respectively. Compared with having no injury (H), experiencing an IF at a given week had a five times higher risk of transitioning to an IP or IN the following week.

CONCLUSIONS

Subsequent injuries show a higher risk than the first injury. Worse health states at a given week had a higher risk of worsening the following week. Our results highlighted a 'vicious circle' of injuries in athletics.

摘要

目的

探讨(1)根据既往损伤次数评估损伤风险,以及(2)根据对运动参与的影响(即无损伤/健康(H)、损伤但可完全参与运动(IF)、损伤且部分参与运动(IP)或损伤且无法参与运动(IN))评估运动员健康状况进展的风险。

方法

我们对39周内通过在线自我报告问卷每周收集的165名田径运动员的损伤数据进行了二次分析。使用马尔可夫链,我们确定了(1)根据既往参与受限性损伤(ICPR = IP + IN)的次数发生参与受限性损伤的概率,以及(2)从任何一种损伤状态转变为其他状态(即H、IF、IP、IN)的概率。使用偏差校正加速自助法计算两个概率之间的比率和95%置信区间进行比较。

结果

与首次发生ICPR的风险相比,第二次、第三次和第四次发生ICPR的风险平均分别增加了1.9(1.33至2.73)倍、2.2(1.43至3.56)倍和2.42(1.37至4.41)倍。与无损伤(H)相比,在某一周经历IF的情况下,下周转变为IP或IN的风险高出五倍。

结论

后续损伤的风险高于首次损伤。在某一周健康状况较差时,下周恶化的风险更高。我们的结果突出了田径运动中损伤的“恶性循环”。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b5f9/12182210/7e52e08d13e7/bmjsem-11-2-g001.jpg

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