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首页> 外文期刊>JMIR mHealth and uHealth >Wrist-Worn Wearables for Monitoring Heart Rate and Energy Expenditure While Sitting or Performing Light-to-Vigorous Physical Activity: Validation Study
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Wrist-Worn Wearables for Monitoring Heart Rate and Energy Expenditure While Sitting or Performing Light-to-Vigorous Physical Activity: Validation Study

机译:在坐着或表演光到剧性的身体活动时监测心率和能量支出的腕带可穿戴性:验证研究

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摘要

Background Physical activity reduces the incidences of noncommunicable diseases, obesity, and mortality, but an inactive lifestyle is becoming increasingly common. Innovative approaches to monitor and promote physical activity are warranted. While individual monitoring of physical activity aids in the design of effective interventions to enhance physical activity, a basic prerequisite is that the monitoring devices exhibit high validity. Objective Our goal was to assess the validity of monitoring heart rate (HR) and energy expenditure (EE) while sitting or performing light-to-vigorous physical activity with 4 popular wrist-worn wearables (Apple Watch Series 4, Polar Vantage V, Garmin Fenix 5, and Fitbit Versa). Methods While wearing the 4 different wearables, 25 individuals performed 5 minutes each of sitting, walking, and running at different velocities (ie, 1.1 m/s, 1.9 m/s, 2.7 m/s, 3.6 m/s, and 4.1 m/s), as well as intermittent sprints. HR and EE were compared to common criterion measures: Polar-H7 chest belt for HR and indirect calorimetry for EE. Results While monitoring HR at different exercise intensities, the standardized typical errors of the estimates were 0.09-0.62, 0.13-0.88, 0.62-1.24, and 0.47-1.94 for the Apple Watch Series 4, Polar Vantage V, Garmin Fenix 5, and Fitbit Versa, respectively. Depending on exercise intensity, the corresponding coefficients of variation were 0.9%-4.3%, 2.2%-6.7%, 2.9%-9.2%, and 4.1%-19.1%, respectively, for the 4 wearables. While monitoring EE at different exercise intensities, the standardized typical errors of the estimates were 0.34-1.84, 0.32-1.33, 0.46-4.86, and 0.41-1.65 for the Apple Watch Series 4, Polar Vantage V, Garmin Fenix 5, and Fitbit Versa, respectively. Depending on exercise intensity, the corresponding coefficients of variation were 13.5%-27.1%, 16.3%-28.0%, 15.9%-34.5%, and 8.0%-32.3%, respectively. Conclusions The Apple Watch Series 4 provides the highest validity (ie, smallest error rates) when measuring HR while sitting or performing light-to-vigorous physical activity, followed by the Polar Vantage V, Garmin Fenix 5, and Fitbit Versa, in that order. The Apple Watch Series 4 and Polar Vantage V are suitable for valid HR measurements at the intensities tested, but HR data provided by the Garmin Fenix 5 and Fitbit Versa should be interpreted with caution due to higher error rates at certain intensities. None of the 4 wrist-worn wearables should be employed to monitor EE at the intensities and durations tested.
机译:背景技术身体活动减少了非传染性疾病,肥胖和死亡率的发生率,但不活跃的生活方式变得越来越普遍。有必要进行创新的监测和促进身体活动的方法。虽然个人监测身体活动的艾滋病在设计有效干预措施,以提高体力活动,但基本的先决条件是监测装置表现出高的有效性。目标是我们的目标是评估监测心率(HR)和能源支出(EE)的有效性,同时坐着或表演光剧剧性的身体活动,与4个普遍的手腕磨损的可穿戴性(Apple Watch系列4,极地Vantage V,Garmin) Fenix 5和Fitbit Versa)。佩戴4种不同的可穿戴物的方法,每次坐下,行走和在不同速度下运行5分钟(即1.1 m / s,1.9 m / s,2.7 m / s,3.6 m / s和4.1 m) / s),以及间歇冲刺。将HR和EE与常见标准措施进行比较:用于HR的极性H7胸带和EE的间接量热法。结果同时监测不同运动强度的人力资源,估计的标准化典型误差为0.09-0.62,0.13-0.88,0.62-1.24和0.47-1.94,适用于Apple Watch系列4,极地Vantage V,Garmin Fenix 5和Fitbit与versa分别。根据运动强度,相应的变异系数分别为0.9%-4.3%,2.2%-6.7%,2.9%-9.2%,4.1%-19.2%,对于4个可穿戴物。在不同的运动强度监测EE的同时,估计的标准化典型误差为0.34-1.84,0.32-1.33,0.46-4.86和0.41-1.65,适用于Apple Watch系列4,极性Vantage V,Garmin Fenix 5和Fitbit Versa , 分别。根据运动强度,相应的变异系数分别为13.5%-27.1%,分别为13.5%-27.1%,16.3%-28.0%,分别为15.9%-34.5%和8.0%-32.3%。结论Apple Watch系列4在坐在或执行光到剧性的身体活动时提供最高的有效性(即最小的错误率),然后是极性Vantage V,Garmin Fenix 5和Fitbit Versa,以此顺序。 Apple Watch系列4和极性Vantage V适用于测试的强度下的有效HR测量,但由于某些强度的误差率较高,因此应解释由Garmin Fenix 5和Fitbit Versa提供的HR数据。 4个腕带的可穿戴设备中没有一个,以监测测试的强度和持续时间。

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