Shrier Ian, Stokes Tyrel, Wang Chinchin, Trejovargas Jorge, Impellizzeri Franco M, Steele Russell J
Centre for Clinical Epidemiology, Lady Davis Institute, Jewish General Hospital, McGill University, 3755 Cote Ste-Catherine Road, Montreal, QC, H3T 1E2, Canada.
Department of Mathematics and Statistics, McGill University, Montreal, QC, Canada.
Sports Med. 2023 May;53(5):949-958. doi: 10.1007/s40279-022-01792-y. Epub 2022 Nov 15.
Return-to-play decision making should be based on all the advantages and disadvantages of return to play for athletes, not just the risk of injury. For competitive athletes, this includes the effect of early versus delayed return to sport on performance. In this paper, we address the questions "How can I estimate the effect of injury on the individual's performance at return to play?" and "What is the effect of delaying return to sport on the individual's performance?". To address these questions, we describe (1) some foundational concepts, design and analytical challenges related to estimating the causal effect of return to play timing on performance in the athlete, (2) additional challenges if one is interested in the effects of delaying return to play and (3) differences when the questions relate to the team's performance. Although the analytical strategies described appear complicated, coaches and athletes make these judgements informally every day without explicitly stating their assumptions. Using a formal approach should help analysts provide the most valid answers to the questions asked by athletes and coaches. In brief, the choice of a comparison group depends on the research question and requires that one consider the hypothetical performance trajectory of the athlete had they never been injured. Thus, the optimal comparison group depends on the shape of the expected trajectory and the specific research question being asked.
重返赛场的决策应基于运动员重返赛场的所有利弊,而不仅仅是受伤风险。对于竞技运动员而言,这包括早期与延迟重返运动对表现的影响。在本文中,我们探讨“如何估计受伤对个体重返赛场时表现的影响?”以及“延迟重返运动对个体表现有何影响?”这两个问题。为解决这些问题,我们描述了:(1)一些与估计重返赛场时间对运动员表现的因果效应相关的基础概念、设计和分析挑战;(2)如果有人对延迟重返赛场的影响感兴趣时的其他挑战;(3)当问题涉及团队表现时的差异。尽管所描述的分析策略看似复杂,但教练和运动员每天都在非正式地做出这些判断,却并未明确阐述他们的假设。采用正式方法应有助于分析人员为运动员和教练提出的问题提供最有效的答案。简而言之,比较组的选择取决于研究问题,并且需要考虑运动员如果从未受伤时的假设表现轨迹。因此,最佳比较组取决于预期轨迹的形状和所提出的具体研究问题。
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