Reliability of Smartphone Accelerometers for Measuring Gait During Data Collection Over Zoom.

Nancy T Nguyen, Jefferson W Streepey
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Abstract

This study examined whether gait data could be reliably collected by homebound participants using iPhones under online supervision. Eighteen healthy young adults met with investigators through Zoom and installed an app to record acceleration from their iPhones' accelerometers. Half of the subjects walked normally; the other half walked while spelling words backward. During the gait tasks subjects recorded their anterior-posterior (AP), medial-lateral (ML), and vertical (V) accelerations. Data collection was repeated the following week. Seven maximum and minimum peak accelerations in the AP, ML, and vertical directions associated with events in gait were determined. Significant main effects of week and direction were observed for the first and second vertical acceleration measures. Cronbach alpha values were >0.60 for all acceleration measures, but the maximum and minimum AP accelerations that showed fair to good levels of consistency. The findings suggest gait data collected inside the home setting may be of clinical use.

Abstract Image

智能手机加速度计在变焦数据采集过程中测量步态的可靠性。
这项研究调查了在家的参与者在在线监督下使用iphone是否可以可靠地收集步态数据。18名健康的年轻人通过Zoom与调查人员会面,并安装了一款应用程序,从他们的iphone加速计中记录加速度。一半的受试者正常行走;另一半人一边走一边倒着拼写单词。在步态任务中,受试者记录了他们的前后(AP)、内侧(ML)和垂直(V)加速度。接下来的一周再次收集数据。确定了与步态事件相关的AP、ML和垂直方向的7个最大和最小峰值加速度。在第一次和第二次垂直加速度测量中,观察到周和方向的显著主要影响。所有加速测量的Cronbach alpha值均>0.60,但最大和最小AP加速度显示出相当好的一致性水平。研究结果表明,在家中收集的步态数据可能具有临床应用价值。
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