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创新的座椅和系统设计,以提高老年人的抗阻训练效果。

Innovative Chair and System Designs to Enhance Resistance Training Outcomes for the Elderly.

作者信息

Qi Teng, Iwamoto Miyuki, Choi Dongeun, Panote Siriaraya, Kuwahara Noriaki

机构信息

Doctoral Program of Advanced Fibro-Science, Kyoto Institute of Technology, Kyoto 606-8585, Japan.

Department of Social System Studies, Doshisha Women's College of Liberal Arts, Kyoto 610-0395, Japan.

出版信息

Healthcare (Basel). 2024 Sep 26;12(19):1926. doi: 10.3390/healthcare12191926.

Abstract

INTRODUCTION

This study aims to provide a safe, effective, and sustainable resistance training environment for the elderly by modifying chairs and movement systems used during training, particularly under unsupervised conditions.

MATERIALS AND METHODS

The research focused on investigating the effect of modified chair designs on enhancing physical stability during resistance training by involving 19 elderly participants (mean 72.1, SD 4.7). The study measured changes in the body's acceleration during movements to compare the effectiveness of the modified chairs with those commonly used in chair-based exercise (CBE) training in maintaining physical stability. A system was developed based on experimental video data, which leverages MediaPipe to analyze the videos and compute joint angles, identifying whether the actions are executed correctly.

RESULTS AND CONCLUSIONS

Comparisons revealed that modified chairs offered better stability during sitting ( < 0.001) and stand-up ( < 0.001) resistance training. According to the questionnaire survey results, compared to the regular chair without an armrest, the modified chair provided a greater sense of security and a better user experience for the elderly. Video observations indicated that the correct completion rate for most exercises, except stand-up resistance training, was only 59.75%, highlighting the insufficiency of modified chairs alone in ensuring accurate movement execution. Consequently, the introduction of an automatic system to verify proper exercise performance is essential. The model developed in this study for recognizing the correctness of movements achieved an accuracy rate of 97.68%. This study proposes a new chair design that enhances physical stability during resistance training and opens new avenues for utilizing advanced technology to assist the elderly in their training.

摘要

引言

本研究旨在通过改进训练过程中使用的椅子和运动系统,为老年人提供一个安全、有效且可持续的阻力训练环境,尤其是在无人监督的情况下。

材料与方法

该研究聚焦于调查改进后的椅子设计对增强阻力训练期间身体稳定性的影响,共有19名老年参与者(平均年龄72.1岁,标准差4.7)参与。该研究测量了运动过程中身体加速度的变化,以比较改进后的椅子与传统椅子式运动(CBE)训练中常用椅子在维持身体稳定性方面的有效性。基于实验视频数据开发了一个系统,该系统利用MediaPipe分析视频并计算关节角度,以识别动作是否正确执行。

结果与结论

比较结果显示,改进后的椅子在坐姿(<0.001)和站立式(<0.001)阻力训练中提供了更好的稳定性。根据问卷调查结果,与没有扶手的普通椅子相比,改进后的椅子为老年人提供了更强的安全感和更好的用户体验。视频观察表明,除站立式阻力训练外,大多数练习的正确完成率仅为59.75%,这凸显了仅靠改进后的椅子不足以确保动作准确执行。因此,引入自动系统来验证正确的运动表现至关重要。本研究开发的用于识别动作正确性的模型准确率达到了97.68%。本研究提出了一种新的椅子设计,可增强阻力训练期间的身体稳定性,并为利用先进技术协助老年人训练开辟了新途径。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c0b9/11475501/fa194cf0fa88/healthcare-12-01926-g001.jpg

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