组内相关
智能手表
可靠性(半导体)
光容积图
线性回归
医学
统计
心率
相关系数
皮尔逊积矩相关系数
有效性
动态心电图监护仪
手腕
物理医学与康复
听力学
协议限制
活动记录
可穿戴技术
物理疗法
相关性
标准误差
回归分析
标准效度
心脏病学
线性关系
可穿戴计算机
航程(航空)
数学
加速度计
线性相关
作者
Chieko Tan,Tomoya Tamei,Atsue Ishii,Nobue Arimoto,Hideyuki Shiotani
标识
DOI:10.1080/07420528.2026.2669593
摘要
Although consumer-grade smartwatches with a photoplethysmograph (PPG) can measure heart rate, their reliability and validity in healthy participants under free-living conditions remain unclear. Therefore, this study compared the heart rates measured by a smartwatch with PPG and a clinically accepted Holter electrocardiograph in healthy adult participants under completely free-living conditions. Ten participants wore a Holter recorder on their left chest and a Garmin vivosmart 5 on their non-dominant wrist simultaneously for 72-96 h. Averages were calculated every 2 min from the data obtained, and timestamps were used for alignment. Agreement between the measurements taken by the two devices was verified using intraclass correlation and Bland-Altman analyses. Error trends for Garmin vivosmart 5 were examined using linear regression analysis. The overall intraclass correlation coefficient range was 0.819-0.937 (mean: 0.902), indicating strong agreement. The mean bias was 1.16 bpm, and the mean limit of agreement was ±12.4 (7.87-20.6) bpm. Furthermore, the linear regression line intercept was negative for all participants, indicating that Garmin vivosmart 5 tended to underestimate the heart rate; however, the slope was positive and close to 0. Overall, the smartwatch maintained a certain accuracy level under fluctuating heart rates and demonstrated reasonable reliability during sleep or daily activities.
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