Cargando…
Sleep Tracking of a Commercially Available Smart Ring and Smartwatch Against Medical-Grade Actigraphy in Everyday Settings: Instrument Validation Study
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...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7669442/ https://www.ncbi.nlm.nih.gov/pubmed/33038869 http://dx.doi.org/10.2196/20465 |
_version_ | 1783610571605671936 |
---|---|
author | Asgari Mehrabadi, Milad Azimi, Iman Sarhaddi, Fatemeh Axelin, Anna Niela-Vilén, Hannakaisa Myllyntausta, Saana Stenholm, Sari Dutt, Nikil Liljeberg, Pasi Rahmani, Amir M |
author_facet | Asgari Mehrabadi, Milad Azimi, Iman Sarhaddi, Fatemeh Axelin, Anna Niela-Vilén, Hannakaisa Myllyntausta, Saana Stenholm, Sari Dutt, Nikil Liljeberg, Pasi Rahmani, Amir M |
author_sort | Asgari Mehrabadi, Milad |
collection | PubMed |
description | 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 to short-term laboratory tests; there is a need for a study to assess the sleep attributes of wearables in everyday settings, where users engage in their daily routines. OBJECTIVE: This study aims to evaluate the sleep parameters of the Oura ring along with the Samsung Gear Sport watch in comparison with a medically approved actigraphy device in a midterm everyday setting, where users engage in their daily routines. METHODS: We conducted home-based sleep monitoring in which the sleep parameters of 45 healthy individuals (23 women and 22 men) were tracked for 7 days. Total sleep time (TST), sleep efficiency (SE), and wake after sleep onset (WASO) of the ring and watch were assessed using paired t tests, Bland-Altman plots, and Pearson correlation. The parameters were also investigated considering the gender of the participants as a dependent variable. RESULTS: We found significant correlations between the ring’s and actigraphy’s TST (r=0.86; P<.001), WASO (r=0.41; P<.001), and SE (r=0.47; P<.001). Comparing the watch with actigraphy showed a significant correlation in TST (r=0.59; P<.001). The mean differences in TST, WASO, and SE of the ring and actigraphy were within satisfactory ranges, although there were significant differences between the parameters (P<.001); TST and SE mean differences were also within satisfactory ranges for the watch, and the WASO was slightly higher than the range (31.27, SD 35.15). However, the mean differences of the parameters between the watch and actigraphy were considerably higher than those of the ring. The watch also showed a significant difference in TST (P<.001) between female and male groups. CONCLUSIONS: In a sample population of healthy adults, the sleep parameters of both the Oura ring and Samsung watch have acceptable mean differences and indicate significant correlations with actigraphy, but the ring outperforms the watch in terms of the nonstaging sleep parameters. |
format | Online Article Text |
id | pubmed-7669442 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | JMIR Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-76694422020-11-20 Sleep Tracking of a Commercially Available Smart Ring and Smartwatch Against Medical-Grade Actigraphy in Everyday Settings: Instrument Validation Study Asgari Mehrabadi, Milad Azimi, Iman Sarhaddi, Fatemeh Axelin, Anna Niela-Vilén, Hannakaisa Myllyntausta, Saana Stenholm, Sari Dutt, Nikil Liljeberg, Pasi Rahmani, Amir M JMIR Mhealth Uhealth Original Paper 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 to short-term laboratory tests; there is a need for a study to assess the sleep attributes of wearables in everyday settings, where users engage in their daily routines. OBJECTIVE: This study aims to evaluate the sleep parameters of the Oura ring along with the Samsung Gear Sport watch in comparison with a medically approved actigraphy device in a midterm everyday setting, where users engage in their daily routines. METHODS: We conducted home-based sleep monitoring in which the sleep parameters of 45 healthy individuals (23 women and 22 men) were tracked for 7 days. Total sleep time (TST), sleep efficiency (SE), and wake after sleep onset (WASO) of the ring and watch were assessed using paired t tests, Bland-Altman plots, and Pearson correlation. The parameters were also investigated considering the gender of the participants as a dependent variable. RESULTS: We found significant correlations between the ring’s and actigraphy’s TST (r=0.86; P<.001), WASO (r=0.41; P<.001), and SE (r=0.47; P<.001). Comparing the watch with actigraphy showed a significant correlation in TST (r=0.59; P<.001). The mean differences in TST, WASO, and SE of the ring and actigraphy were within satisfactory ranges, although there were significant differences between the parameters (P<.001); TST and SE mean differences were also within satisfactory ranges for the watch, and the WASO was slightly higher than the range (31.27, SD 35.15). However, the mean differences of the parameters between the watch and actigraphy were considerably higher than those of the ring. The watch also showed a significant difference in TST (P<.001) between female and male groups. CONCLUSIONS: In a sample population of healthy adults, the sleep parameters of both the Oura ring and Samsung watch have acceptable mean differences and indicate significant correlations with actigraphy, but the ring outperforms the watch in terms of the nonstaging sleep parameters. JMIR Publications 2020-11-02 /pmc/articles/PMC7669442/ /pubmed/33038869 http://dx.doi.org/10.2196/20465 Text en ©Milad Asgari Mehrabadi, Iman Azimi, Fatemeh Sarhaddi, Anna Axelin, Hannakaisa Niela-Vilén, Saana Myllyntausta, Sari Stenholm, Nikil Dutt, Pasi Liljeberg, Amir M Rahmani. Originally published in JMIR mHealth and uHealth (http://mhealth.jmir.org), 02.11.2020. https://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR mHealth and uHealth, is properly cited. The complete bibliographic information, a link to the original publication on http://mhealth.jmir.org/, as well as this copyright and license information must be included. |
spellingShingle | Original Paper Asgari Mehrabadi, Milad Azimi, Iman Sarhaddi, Fatemeh Axelin, Anna Niela-Vilén, Hannakaisa Myllyntausta, Saana Stenholm, Sari Dutt, Nikil Liljeberg, Pasi Rahmani, Amir M Sleep Tracking of a Commercially Available Smart Ring and Smartwatch Against Medical-Grade Actigraphy in Everyday Settings: Instrument Validation Study |
title | Sleep Tracking of a Commercially Available Smart Ring and Smartwatch Against Medical-Grade Actigraphy in Everyday Settings: Instrument Validation Study |
title_full | Sleep Tracking of a Commercially Available Smart Ring and Smartwatch Against Medical-Grade Actigraphy in Everyday Settings: Instrument Validation Study |
title_fullStr | Sleep Tracking of a Commercially Available Smart Ring and Smartwatch Against Medical-Grade Actigraphy in Everyday Settings: Instrument Validation Study |
title_full_unstemmed | Sleep Tracking of a Commercially Available Smart Ring and Smartwatch Against Medical-Grade Actigraphy in Everyday Settings: Instrument Validation Study |
title_short | Sleep Tracking of a Commercially Available Smart Ring and Smartwatch Against Medical-Grade Actigraphy in Everyday Settings: Instrument Validation Study |
title_sort | sleep tracking of a commercially available smart ring and smartwatch against medical-grade actigraphy in everyday settings: instrument validation study |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7669442/ https://www.ncbi.nlm.nih.gov/pubmed/33038869 http://dx.doi.org/10.2196/20465 |
work_keys_str_mv | AT asgarimehrabadimilad sleeptrackingofacommerciallyavailablesmartringandsmartwatchagainstmedicalgradeactigraphyineverydaysettingsinstrumentvalidationstudy AT azimiiman sleeptrackingofacommerciallyavailablesmartringandsmartwatchagainstmedicalgradeactigraphyineverydaysettingsinstrumentvalidationstudy AT sarhaddifatemeh sleeptrackingofacommerciallyavailablesmartringandsmartwatchagainstmedicalgradeactigraphyineverydaysettingsinstrumentvalidationstudy AT axelinanna sleeptrackingofacommerciallyavailablesmartringandsmartwatchagainstmedicalgradeactigraphyineverydaysettingsinstrumentvalidationstudy AT nielavilenhannakaisa sleeptrackingofacommerciallyavailablesmartringandsmartwatchagainstmedicalgradeactigraphyineverydaysettingsinstrumentvalidationstudy AT myllyntaustasaana sleeptrackingofacommerciallyavailablesmartringandsmartwatchagainstmedicalgradeactigraphyineverydaysettingsinstrumentvalidationstudy AT stenholmsari sleeptrackingofacommerciallyavailablesmartringandsmartwatchagainstmedicalgradeactigraphyineverydaysettingsinstrumentvalidationstudy AT duttnikil sleeptrackingofacommerciallyavailablesmartringandsmartwatchagainstmedicalgradeactigraphyineverydaysettingsinstrumentvalidationstudy AT liljebergpasi sleeptrackingofacommerciallyavailablesmartringandsmartwatchagainstmedicalgradeactigraphyineverydaysettingsinstrumentvalidationstudy AT rahmaniamirm sleeptrackingofacommerciallyavailablesmartringandsmartwatchagainstmedicalgradeactigraphyineverydaysettingsinstrumentvalidationstudy |