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Polar Vantage和Oura身体活动与睡眠追踪器:验证与比较研究。

Polar Vantage and Oura Physical Activity and Sleep Trackers: Validation and Comparison Study.

作者信息

Henriksen André, Svartdal Frode, Grimsgaard Sameline, Hartvigsen Gunnar, Hopstock Laila Arnesdatter

机构信息

Department of Computer Science, UiT The Arctic University of Norway, Troms, Norway.

Department of Psychology, UiT The Arctic University of Norway, Tromsø, Norway.

出版信息

JMIR Form Res. 2022 May 27;6(5):e27248. doi: 10.2196/27248.

Abstract

BACKGROUND

Consumer-based activity trackers are increasingly used in research, as they have the potential to promote increased physical activity and can be used for estimating physical activity among participants. However, the accuracy of newer consumer-based devices is mostly unknown, and validation studies are needed.

OBJECTIVE

The objective of this study was to compare the Polar Vantage watch (Polar Electro Oy) and Oura ring (generation 2; Ōura Health Oy) activity trackers to research-based instruments for measuring physical activity, total energy expenditure, resting heart rate, and sleep duration in free-living adults.

METHODS

A total of 21 participants wore 2 consumer-based activity trackers (Polar watch and Oura ring), an ActiGraph accelerometer (ActiGraph LLC), and an Actiheart accelerometer and heart rate monitor (CamNtech Ltd) and completed a sleep diary for up to 7 days. We assessed Polar watch and Oura ring validity and comparability for measuring physical activity, total energy expenditure, resting heart rate (Oura), and sleep duration. We analyzed repeated measures correlations, Bland-Altman plots, and mean absolute percentage errors.

RESULTS

The Polar watch and Oura ring values strongly correlated (P<.001) with the ActiGraph values for steps (Polar: r=0.75, 95% CI 0.54-0.92; Oura: r=0.77, 95% CI 0.62-0.87), moderate-to-vigorous physical activity (Polar: r=0.76, 95% CI 0.62-0.88; Oura: r=0.70, 95% CI 0.49-0.82), and total energy expenditure (Polar: r=0.69, 95% CI 0.48-0.88; Oura: r=0.70, 95% CI 0.51-0.83) and strongly or very strongly correlated (P<.001) with the sleep diary-derived sleep durations (Polar: r=0.74, 95% CI 0.56-0.88; Oura: r=0.82, 95% CI 0.68-0.91). Oura ring-derived resting heart rates had a very strong correlation (P<.001) with the Actiheart-derived resting heart rates (r=0.9, 95% CI 0.85-0.96). However, the mean absolute percentage error was high for all variables except Oura ring-derived sleep duration (10%) and resting heart rate (3%), which the Oura ring underreported on average by 1 beat per minute.

CONCLUSIONS

The Oura ring can potentially be used as an alternative to the Actiheart to measure resting heart rate. As for sleep duration, the Polar watch and Oura ring can potentially be used as replacements for a manual sleep diary, depending on the acceptable error. Neither the Polar watch nor the Oura ring can replace the ActiGraph when it comes to measuring steps, moderate-to-vigorous physical activity, and total energy expenditure, but they may be used as additional sources of physical activity measures in some settings. On average, the Polar Vantage watch reported higher outputs compared to those reported by the Oura ring for steps, moderate-to-vigorous physical activity, and total energy expenditure.

摘要

背景

基于消费者的活动追踪器在研究中的使用越来越多,因为它们有可能促进身体活动的增加,并且可用于估计参与者的身体活动情况。然而,新型基于消费者的设备的准确性大多未知,因此需要进行验证研究。

目的

本研究的目的是比较博能Vantage手表(博能电子有限公司)和欧若手环(第二代;欧若健康有限公司)这两款活动追踪器与用于测量自由生活成年人的身体活动、总能量消耗、静息心率和睡眠时间的基于研究的仪器。

方法

共有21名参与者佩戴了2款基于消费者的活动追踪器(博能手表和欧若手环)、一台ActiGraph加速度计(ActiGraph有限责任公司)以及一台Actiheart加速度计和心率监测仪(CamNtech有限公司),并完成了长达7天的睡眠日记。我们评估了博能手表和欧若手环在测量身体活动、总能量消耗、静息心率(欧若手环)和睡眠时间方面的有效性和可比性。我们分析了重复测量相关性、布兰德-奥特曼图和平均绝对百分比误差。

结果

博能手表和欧若手环的值与ActiGraph在步数(博能:r = 0.75,95%置信区间0.54 - 0.92;欧若:r = 0.77,95%置信区间0.62 - 0.87)、中度至剧烈身体活动(博能:r = 0.76,95%置信区间0.62 - 0.88;欧若:r = 0.70,95%置信区间0.49 - 0.82)以及总能量消耗(博能:r = 0.69,95%置信区间0.48 - 0.88;欧若:r = 0.70,95%置信区间0.51 - 0.83)方面的值具有强相关性(P <.001),并且与睡眠日记得出的睡眠时间具有强或非常强的相关性(P <.001)(博能:r = 0.74,95%置信区间0.56 - 0.88;欧若:r = 0.82,95%置信区间0.68 - 0.91)。欧若手环得出的静息心率与Actiheart得出的静息心率具有非常强的相关性(P <.001)(r = 0.9,95%置信区间0.85 - 0.96)。然而,除了欧若手环得出的睡眠时间(10%)和静息心率(3%)外,所有变量的平均绝对百分比误差都很高,欧若手环得出的静息心率平均每分钟少报1次心跳。

结论

欧若手环有可能替代Actiheart用于测量静息心率。至于睡眠时间,根据可接受的误差,博能手表和欧若手环有可能替代手动睡眠日记。在测量步数、中度至剧烈身体活动和总能量消耗方面,博能手表和欧若手环都无法替代ActiGraph,但在某些情况下它们可作为身体活动测量的额外来源。平均而言,在步数、中度至剧烈身体活动和总能量消耗方面,博能Vantage手表报告的输出值高于欧若手环报告的值。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/53e8/9187966/442310fec7e2/formative_v6i5e27248_fig1.jpg

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