2020
DOI: 10.2196/20465
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Sleep Tracking of a Commercially Available Smart Ring and Smartwatch Against Medical-Grade Actigraphy in Everyday Settings: Instrument Validation Study

Abstract: Background Assessment of sleep quality is essential to address poor sleep quality and understand changes. Owing to the advances in the Internet of Things and wearable technologies, sleep monitoring under free-living conditions has become feasible and practicable. Smart rings and smartwatches can be employed to perform mid- or long-term home-based sleep monitoring. However, the validity of such wearables should be investigated in terms of sleep parameters. Sleep validation studies are mostly limited… Show more

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Cited by 107 publications
(105 citation statements)
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“…The frequency-domain measures especially might need increased sampling frequency [ 22 ]. It has to be noted that the validity of the Samsung Gear Sport has not been confirmed in measuring the heart rate variability, although acceptable validity regarding sleep and step count has been achieved [ 13 , 14 ]. The generalizability of the results may be limited, but this study provides unique and prospective data about the daily patterns of well-being in pregnant women before and during the COVID-19 pandemic.…”
Section: Discussionmentioning
confidence: 99%
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“…The frequency-domain measures especially might need increased sampling frequency [ 22 ]. It has to be noted that the validity of the Samsung Gear Sport has not been confirmed in measuring the heart rate variability, although acceptable validity regarding sleep and step count has been achieved [ 13 , 14 ]. The generalizability of the results may be limited, but this study provides unique and prospective data about the daily patterns of well-being in pregnant women before and during the COVID-19 pandemic.…”
Section: Discussionmentioning
confidence: 99%
“…Each participant was provided a Samsung Gear Sport smartwatch, which has shown acceptable validity regarding sleep in everyday context [ 13 ] and regarding step count in a treadmill test [ 14 ]. The participants were asked to wear the smartwatches continuously from the recruitment until three months postpartum, and they were to send the data from the smartwatches daily or at least weekly.…”
Section: Methodsmentioning
confidence: 99%
“…Sleep monitoring service uses hand movement and step counts data provided by the smartwatch to extract sleep parameters, including total sleep time (TST), sleep efficiency (SE) and wake after sleep onset (WASO) [ 74 ]. Physical activity monitoring service also leverages step counts and wearing time data to estimate the daily physical activity and sedentary time of the participants.…”
Section: Methodsmentioning
confidence: 99%
“…The Oura ring [68] measures a myriad of physiological variables, which are categorized into three general health areas, as summarized in Figure 1. The Oura ring collects information on sleep, including the time that participants spend in different stages of sleep (ie, the light, deep, and rapid eye movement stages), by detecting and interpreting physiological measures such as heart rate, heart rate variability, and pulse wave variability amplitude [69,70]. The Oura ring will uniquely calculate participants' activity variables, including energy expenditure and activity level, based on a highly personalized combination of body metrics (ie, height, weight, age, and gender) and 3D accelerometer data.…”
Section: Oura Ringmentioning
confidence: 99%