Effect of Running Shoe Cushioning on Muscle Activation using OpenSim

Rachel Weng Kei Boon, Y. Z. Chong, Yin Qing Tan, V. Sundar, Y. Selva, S. Chan
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Abstract

This study aimed to investigate the differences between muscle force generated by hard and soft cushioned running shoes during running. Six healthy Malaysian male amateur runners were recruited into this study (age: $29.67 \pm 3.44$ years; height: $170.32 \pm 3.36$ cm; body mass: $68.23 \pm 4.90$ kg). Participants ran on the instrumented treadmill with embedded force plates at fixed speed of 12km/h. Running gait models were developed using open-source software – OpenSim, and muscle activations were estimated using the static optimization method. Pearson’s Correlation analysis was used to determine the correlation between simulated and experimental surface EMG data. Strong significant linear correlation was found in biceps femoris, rectus femoris and lateral gastrocnemius, while moderate significant linear correlation was found in tibialis anterior. Independent-sample t-test was used to investigate the differences between the muscle activation while run at hard and soft cushioned shoes. Results demonstrated that there were significant differences found in the rectus femoris (10-30%, p $\lt0.001$; 40-60%, p=0.014). However, there is no significant differences been found in the biceps femoris, lateral gastrocnemius and tibialis anterior between the hard and soft cushioning groups. Further analysis on the effect of shoe cushioning can be studied as the running distance increases.
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跑鞋缓冲对肌肉激活的影响
本研究旨在探讨硬垫跑鞋与软垫跑鞋在跑步过程中产生的肌肉力量的差异。本研究招募了6名健康的马来西亚男性业余跑步者(年龄:29.67 \pm 3.44$ years;高度:$170.32 \pm 3.36$ cm;体重:$68.23 \pm $ 4.90$ kg)。参与者在装有内置测力板的跑步机上以12公里/小时的固定速度跑步。采用开源软件OpenSim建立跑步步态模型,采用静态优化方法估计肌肉激活。采用Pearson相关分析确定模拟表肌电信号与实验表肌电信号的相关性。股二头肌、股直肌和腓肠肌外侧肌呈极显著的线性相关,胫骨前肌呈中度显著的线性相关。采用独立样本t检验的方法,研究了穿硬垫鞋和软垫鞋跑步时肌肉活动的差异。结果显示,股骨直肌有显著差异(10-30%,p $\lt0.001$;40 - 60%, p = 0.014)。然而,在硬缓冲组和软缓冲组之间,股骨二头肌、腓肠肌外侧和胫骨前肌没有明显差异。随着跑步距离的增加,可以进一步分析鞋的缓冲效果。
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