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用于监测坐姿或进行轻度至剧烈体力活动时心率和能量消耗的腕戴式可穿戴设备:验证研究

Wrist-Worn Wearables for Monitoring Heart Rate and Energy Expenditure While Sitting or Performing Light-to-Vigorous Physical Activity: Validation Study.

作者信息

Düking Peter, Giessing Laura, Frenkel Marie Ottilie, Koehler Karsten, Holmberg Hans-Christer, Sperlich Billy

机构信息

Integrative and Experimental Exercise Science, Department of Sport Science, University of Würzburg, Würzburg, Germany.

Department of Sport Psychology, Institute for Sport and Sport Sciences, Heidelberg University, Heidelberg, Germany.

出版信息

JMIR Mhealth Uhealth. 2020 May 6;8(5):e16716. doi: 10.2196/16716.

Abstract

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.

摘要

背景

体育活动可降低非传染性疾病、肥胖症的发病率及死亡率,但久坐不动的生活方式正变得越来越普遍。因此,需要创新的方法来监测和促进体育活动。虽然对体育活动进行个体监测有助于设计有效的干预措施以增强体育活动,但一个基本前提是监测设备具有较高的效度。

目的

我们的目标是评估4款流行的腕戴式可穿戴设备(苹果手表Series 4、博能Vantage V、佳明Fenix 5和Fitbit Versa)在人们坐着或进行轻度至剧烈体育活动时监测心率(HR)和能量消耗(EE)的效度。

方法

25名参与者佩戴这4种不同的可穿戴设备,分别进行5分钟的坐姿、不同速度(即1.1米/秒、1.9米/秒、2.7米/秒、3.6米/秒和4.1米/秒)的步行和跑步以及间歇性冲刺。将心率和能量消耗与常用的标准测量方法进行比较:使用博能H7胸带测量心率,使用间接量热法测量能量消耗。

结果

在不同运动强度下监测心率时,苹果手表Series 4、博能Vantage V、佳明Fenix 5和Fitbit Versa的标准化估计典型误差分别为0.09 - 0.62、0.13 - 0.88、0.62 - 1.24和0.47 - 1.94。根据运动强度,这4款可穿戴设备的相应变异系数分别为0.9% - 4.3%、2.2% - 6.7%、2.9% - 9.2%和4.1% - 19.1%。在不同运动强度下监测能量消耗时,苹果手表Series 4、博能Vantage V、佳明Fenix 5和Fitbit Versa的标准化估计典型误差分别为0.34 - 1.84、0.32 - 1.33、0.46 - 4.86和0.41 - 1.65。根据运动强度,相应的变异系数分别为13.5% - 27.1%、16.3% - 28.0%、15.9% - 34.5%和8.0% - 32.3%。

结论

在测量坐着或进行轻度至剧烈体育活动时的心率方面,苹果手表Series 4的效度最高(即错误率最低),其次依次是博能Vantage V、佳明Fenix 5和Fitbit Versa。苹果手表Series 4和博能Vantage V适用于在所测试强度下进行有效的心率测量,但由于佳明Fenix 5和Fitbit Versa在某些强度下的错误率较高,其提供的心率数据应谨慎解读。在所测试的强度和持续时间下,这4款腕戴式可穿戴设备均不适用于监测能量消耗。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ccfb/7240439/ad6a98c36c08/mhealth_v8i5e16716_fig1.jpg

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