Differences in kinetic variables between injured and uninjured rearfoot runners: A hierarchical cluster analysis

星团(航天器) 地面反作用力 层次聚类 医学 入射(几何) 物理医学与康复 病因学 物理疗法 数学 统计 内科学 计算机科学 聚类分析 物理 程序设计语言 经典力学 运动学 几何学
作者
Angela Madushani Senevirathna,Andrew J. Pohl,Matthew J. Jordan,W. Brent Edwards,Reed Ferber
出处
期刊:Scandinavian Journal of Medicine & Science in Sports [Wiley]
卷期号:33 (2): 160-168 被引量:9
标识
DOI:10.1111/sms.14249
摘要

Running is a popular form of physical activity with a high incidence of running‐related injuries. However, the etiology of running‐related injuries remains elusive, possibly due to the heterogeneity of movement patterns. The purpose of this study was to investigate whether different clusters existed within a large group of injured and uninjured runners based on their kinetic gait patterns. A sample of 134 injured and uninjured runners were acquired from an existing database and 12 discrete kinetic and spatiotemporal variables which are commonly associated with running injuries were extracted from the ground reaction force waveforms. A principal components analysis followed by an unsupervised hierarchical cluster analysis was performed. The results revealed two distinct clusters of runners which were not associated with injury status (OR = 1.14 [0.57, 2.30], χ 2 = 0.143, p = 0.706) or sex (OR = 1.72 [0.85, 3.49], χ 2 = 2.3258, p = 0.127). These results suggest that while there appeared to be evidence for two distinct clusters within a large sample of injured and uninjured runners, there is no association between the kinetic variables and running related injuries.
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