Capturing in Season Change-of-Direction Movement Pattern Change in Youth Soccer Players with Inertial Measurement Units

A. Alanen, Olivia L. Bruce, L. Benson, Mathieu Chin, C. van den Berg, M. Jordan, R. Ferber, K. Pasanen
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Abstract

This study aimed to examine the utility of inertial measurement unit (IMU) technology to identify angle, step-specific, and side-specific differences between youth soccer players with and without a history of lower limb injury during soccer-specific field tests. Thirty-two youths (mean age 16.4 years) who were elite soccer players (Females n = 13, Males n = 19) wore IMUs during pre- and postseason soccer-specific change-of-direction assessments. A response feature analysis was used to compare the change in peak resultant acceleration of the groups at a level of significance of p < 0.05. Statistical analysis revealed significant differences in change of peak resultant acceleration of right leg final foot contact in a 180° pivot turn (p = 0.012, ES = 1.0) and a 90° cut (p = 0.04, ES = 0.75) between the two groups. These data suggest that players with a history of lower limb injury might experience greater angle and side-specific change within a season in peak resultant acceleration when compared with injury-free athletes. This study demonstrates that IMUs may present a useful method to analyze youth soccer players’ change of direction movement after returning to play. These results can inform future studies investigating player monitoring and may prove to be a useful tool for coaches when designing individualized training programs in this population.
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用惯性测量单元捕捉青少年足球运动员方向运动模式的季节变化
本研究旨在检验惯性测量单元(IMU)技术在足球专项场地测试中识别有下肢损伤史和无下肢损伤史的青少年足球运动员之间的角度、步长和侧面差异的实用性。32名年轻人(平均年龄16.4岁)是精英足球运动员(女性n=13,男性n=19),在季前和季后足球专项方向变化评估中佩戴IMU。反应特征分析用于比较两组峰值合成加速度的变化,其显著性水平为p<0.05。统计分析显示,两组在180°枢转(p=0.012,ES=1.0)和90°切入(p=0.04,ES=0.75)时,右腿最终脚接触的峰值合成加速度变化存在显著差异。这些数据表明,与无损伤运动员相比,有下肢损伤史的运动员可能会在一个赛季内经历更大的角度和侧面特定的峰值加速度变化。这项研究表明,IMU可能为分析青少年足球运动员重返赛场后方向运动的变化提供了一种有用的方法。这些结果可以为未来调查球员监控的研究提供信息,并可能被证明是教练在这一人群中设计个性化训练计划的有用工具。
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