A Validation Study of Two Wrist Worn Wearable Devices for Remote Assessment of Exercise Capacity

Alexandra Jamieson, M. Orini, N. Chaturvedi, Alun D. Hughes
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引用次数: 1

Abstract

We determined wearable device errors in assessing a 6-Minute Walk Test (6MWT). 16 healthy adults (male 7(44%), mean $age\pm SD \ 27\pm 4$ years) performed a standard (6MWT-S) and modified, free range’, (6MWT-FR) protocols with a Garmin and Fitbit smartwatch to measure three parameters: distance, step count and heart rate (HR). Distance during the 6MWT-FR was measured with smaller errors during 6MWT-S for both Garmin (Mean Absolute Percentage Error, $MAPE=9.8{\%}$ [4.6%,12.6%] $vs \quad 18.5\%[13.0\%,27.4\%],p < 0.001)$ and Fitbit $(M A P E=9.4 \%[4.5 \%, 13.3 \%] \ {vs } \ 22.7 \%[18.3 \%, 29.3 \%],p < 0.001)$. Steps were measured with smaller errors with Garmin $(M A P E=2.3 \%[1.1 \%, 2.9 \%]; r=0.96)$ than Fitbit (Fitbit: $MAPE=8.1\%[5.0\%,12.9\%]; \ r=0.24)$. Heart rate at rest, peak exercise and recovery was measured with median MAPE ranging between 1.2% and $2.9{\%}$, with no evidence of difference between the two devices. Wearable measurements of the 6MWT provide insights about exercise capacity which could be monitored and evaluated remotely.
两种腕部可穿戴设备用于运动能力远程评估的验证研究
我们在评估6分钟步行测试(6MWT)时确定了可穿戴设备的误差。16名健康成年人(男性7人(44%),平均年龄27岁,4岁)使用Garmin和Fitbit智能手表进行标准(6MWT-S)和改良的自由放养(6MWT-FR)方案,测量三个参数:距离、步数和心率(HR)。Garmin(平均绝对百分比误差,$MAPE=9.8{\%}$ [4.6%,12.6%] $vs \quad 18.5\%[13.0\%,27.4\%],p < 0.001)$和Fitbit $(m.a p E=9.4 \%[4.5 \%, 13.3 \%] \{对\ 22.7 \%[18.3 \%,29.3 \%],p < 0.001)$在6MWT-S期间测量的距离误差较小。用Garmin $(M A P E=2.3 \%[1.1 \%, 2.9 \%])测量步数误差较小;r = 0.96)比美元Fitbit (Fitbit:日军= 8.1美元\ % (12.9 \ 5.0 \ %,%);美元\ r = 0.24)。在休息、运动高峰和恢复时的心率测量中位数MAPE在1.2%到2.9之间,没有证据表明两种设备之间存在差异。6MWT的可穿戴测量提供了关于运动能力的见解,可以远程监测和评估。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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