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首页> 外文期刊>Biomedical and Health Informatics, IEEE Journal of >Differences Between Gait on Stairs and Flat Surfaces in Relation to Fall Risk and Future Falls
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Differences Between Gait on Stairs and Flat Surfaces in Relation to Fall Risk and Future Falls

机译:楼梯和平坦表面步态之间的差异与跌倒风险和未来跌倒的关系

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摘要

We used body-worn inertial sensors to quantify differences in semi-free-living gait between stairs and on normal flat ground in older adults, and investigated the utility of assessing gait on these terrains for predicting the occurrence of multiple falls. Eighty-two community-dwelling older adults wore two inertial sensors, on the lower back and the right ankle, during several bouts of walking on flat surfaces and up and down stairs, in between rests and activities of daily living. Derived from the vertical acceleration at the lower back, step rate was calculated from the signal's fundamental frequency. Step rate variability was the width of this fundamental frequency peak from the signal's power spectral density. Movement vigor was calculated at both body locations from the signal variance. Partial Spearman correlations between gait parameters and physiological fall risk factors (components from the Physiological Profile Assessment) were calculated while controlling for age and gender. Overall, anteroposterior vigor at the lower back in stair descent was lower in subjects with longer reaction times. Older adults walked more slowly on stairs, but they were not significantly slower on flat surfaces. Using logistic regression, faster step rate in stair descent was associated with multiple prospective falls over 12 months. No significant associations were shown from gait parameters derived during walking upstairs or on flat surfaces. These results suggest that stair descent gait may provide more insight into fall risk than regular walking and stair ascent, and that further sensor-based investigation into unsupervised gait on different terrains would be valuable.
机译:我们使用了穿戴式惯性传感器来量化老年人之间楼梯间和正常平坦地面上半自由活动步态的差异,并调查了在这些地形上评估步态以预测多次跌倒发生的实用性。八十二名居住在社区中的老年人在休息和日常活动之间的几次回合中,在下背部和右脚踝上戴着两个惯性传感器,在平坦的表面和上下楼梯上行走。从下背部的垂直加速度得出,步速是根据信号的基本频率计算得出的。步进速率的可变性是该基本频率峰从信号功率谱密度起的宽度。从信号方差计算两个身体部位的运动活力。在控制年龄和性别的同时,计算了步态参数与生理下降危险因素(来自生理概况评估的组成部分)之间的部分Spearman相关性。总体而言,在具有下降反应时间的受试者中,在下降的台阶中,后下部的前后位活力较低。老年人在楼梯上行走的速度较慢,但​​在平坦表面上行走的速度并没有明显降低。使用逻辑回归,楼梯下降的更快速度与12个月内多次前瞻性跌倒有关。在楼上行走或在平坦表面上得出的步态参数未显示明显关联。这些结果表明,与正常的步行和爬楼梯相比,下楼梯的步态可能提供更多关于跌倒风险的洞察力,并且进一步基于传感器对不同地形上无监督步态的调查将是有价值的。

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