Cargando…
O043 “My Fitbit tells me I don’t sleep” – Validation of a consumer-wearable device (Fitbit Charge 3TM) using gold standard in-laboratory polysomnography to assess sleep in adults presenting for medical evaluation in a sleep laboratory
BACKGROUND: There has been a rapid growth in wearable devices marketed for sleep. Trackers such as the Fitbit collect data through an accelerometer and use heart rate variability to estimate the sleep-wake state. Currently, Fitbit validation studies have only been with “healthy” adults and Insomnia...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10109290/ http://dx.doi.org/10.1093/sleepadvances/zpab014.042 |
_version_ | 1785027031397826560 |
---|---|
author | Munsif, M Jumabhoy, R Rangamuwa, K Mansfield, D Drummond, S Dabscheck, E |
author_facet | Munsif, M Jumabhoy, R Rangamuwa, K Mansfield, D Drummond, S Dabscheck, E |
author_sort | Munsif, M |
collection | PubMed |
description | BACKGROUND: There has been a rapid growth in wearable devices marketed for sleep. Trackers such as the Fitbit collect data through an accelerometer and use heart rate variability to estimate the sleep-wake state. Currently, Fitbit validation studies have only been with “healthy” adults and Insomnia Disorder. AIMS: The purpose of this study is to evaluate the accuracy of Fitbit Charge3TM compared to in-lab polysomnography (PSG) in patients with sleep disorders. Our hypothesis is that Fitbit Charge 3TM will perform with less sensitivity and specificity relative to PSG in the presence of sleep disorders. METHODS: A prospective study of patients attending a PSG through Epworth Camberwell Sleep Lab between 2019–2021 will be conducted. Fitbit Charge3TM will be worn on the wrist with concurrent PSG monitoring. Parameters measured with both PSG and Fitbit Charge3TM will include total sleep time, Sleep onset latency, wake after sleep onset and time spent in N1, N2, N3 and REM sleep (min). Standard PSG data will be evaluated to diagnose sleep-disordered breathing. Progress to date:Ethics approval has been obtained, and 110 participants have been recruited. 30-second epoch-by-epoch analysis will now be conducted. Bland-Altman analyses will be performed to assess agreement between the Fitbit and PSG. Intended outcome and impact: Our novel study findings will provide evidence to address queries regarding the accuracy of the Fitbit trackers to evaluate sleep and may support the use of Fitbit Charge3TM as an initial screening device to assess sleep duration and sleep architecture in select patients. |
format | Online Article Text |
id | pubmed-10109290 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-101092902023-05-15 O043 “My Fitbit tells me I don’t sleep” – Validation of a consumer-wearable device (Fitbit Charge 3TM) using gold standard in-laboratory polysomnography to assess sleep in adults presenting for medical evaluation in a sleep laboratory Munsif, M Jumabhoy, R Rangamuwa, K Mansfield, D Drummond, S Dabscheck, E Sleep Adv Oral Presentations BACKGROUND: There has been a rapid growth in wearable devices marketed for sleep. Trackers such as the Fitbit collect data through an accelerometer and use heart rate variability to estimate the sleep-wake state. Currently, Fitbit validation studies have only been with “healthy” adults and Insomnia Disorder. AIMS: The purpose of this study is to evaluate the accuracy of Fitbit Charge3TM compared to in-lab polysomnography (PSG) in patients with sleep disorders. Our hypothesis is that Fitbit Charge 3TM will perform with less sensitivity and specificity relative to PSG in the presence of sleep disorders. METHODS: A prospective study of patients attending a PSG through Epworth Camberwell Sleep Lab between 2019–2021 will be conducted. Fitbit Charge3TM will be worn on the wrist with concurrent PSG monitoring. Parameters measured with both PSG and Fitbit Charge3TM will include total sleep time, Sleep onset latency, wake after sleep onset and time spent in N1, N2, N3 and REM sleep (min). Standard PSG data will be evaluated to diagnose sleep-disordered breathing. Progress to date:Ethics approval has been obtained, and 110 participants have been recruited. 30-second epoch-by-epoch analysis will now be conducted. Bland-Altman analyses will be performed to assess agreement between the Fitbit and PSG. Intended outcome and impact: Our novel study findings will provide evidence to address queries regarding the accuracy of the Fitbit trackers to evaluate sleep and may support the use of Fitbit Charge3TM as an initial screening device to assess sleep duration and sleep architecture in select patients. Oxford University Press 2021-10-07 /pmc/articles/PMC10109290/ http://dx.doi.org/10.1093/sleepadvances/zpab014.042 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of Sleep Research Society. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs licence (https://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial reproduction and distribution of the work, in any medium, provided the original work is not altered or transformed in any way, and that the work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Oral Presentations Munsif, M Jumabhoy, R Rangamuwa, K Mansfield, D Drummond, S Dabscheck, E O043 “My Fitbit tells me I don’t sleep” – Validation of a consumer-wearable device (Fitbit Charge 3TM) using gold standard in-laboratory polysomnography to assess sleep in adults presenting for medical evaluation in a sleep laboratory |
title | O043 “My Fitbit tells me I don’t sleep” – Validation of a consumer-wearable device (Fitbit Charge 3TM) using gold standard in-laboratory polysomnography to assess sleep in adults presenting for medical evaluation in a sleep laboratory |
title_full | O043 “My Fitbit tells me I don’t sleep” – Validation of a consumer-wearable device (Fitbit Charge 3TM) using gold standard in-laboratory polysomnography to assess sleep in adults presenting for medical evaluation in a sleep laboratory |
title_fullStr | O043 “My Fitbit tells me I don’t sleep” – Validation of a consumer-wearable device (Fitbit Charge 3TM) using gold standard in-laboratory polysomnography to assess sleep in adults presenting for medical evaluation in a sleep laboratory |
title_full_unstemmed | O043 “My Fitbit tells me I don’t sleep” – Validation of a consumer-wearable device (Fitbit Charge 3TM) using gold standard in-laboratory polysomnography to assess sleep in adults presenting for medical evaluation in a sleep laboratory |
title_short | O043 “My Fitbit tells me I don’t sleep” – Validation of a consumer-wearable device (Fitbit Charge 3TM) using gold standard in-laboratory polysomnography to assess sleep in adults presenting for medical evaluation in a sleep laboratory |
title_sort | o043 “my fitbit tells me i don’t sleep” – validation of a consumer-wearable device (fitbit charge 3tm) using gold standard in-laboratory polysomnography to assess sleep in adults presenting for medical evaluation in a sleep laboratory |
topic | Oral Presentations |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10109290/ http://dx.doi.org/10.1093/sleepadvances/zpab014.042 |
work_keys_str_mv | AT munsifm o043myfitbittellsmeidontsleepvalidationofaconsumerwearabledevicefitbitcharge3tmusinggoldstandardinlaboratorypolysomnographytoassesssleepinadultspresentingformedicalevaluationinasleeplaboratory AT jumabhoyr o043myfitbittellsmeidontsleepvalidationofaconsumerwearabledevicefitbitcharge3tmusinggoldstandardinlaboratorypolysomnographytoassesssleepinadultspresentingformedicalevaluationinasleeplaboratory AT rangamuwak o043myfitbittellsmeidontsleepvalidationofaconsumerwearabledevicefitbitcharge3tmusinggoldstandardinlaboratorypolysomnographytoassesssleepinadultspresentingformedicalevaluationinasleeplaboratory AT mansfieldd o043myfitbittellsmeidontsleepvalidationofaconsumerwearabledevicefitbitcharge3tmusinggoldstandardinlaboratorypolysomnographytoassesssleepinadultspresentingformedicalevaluationinasleeplaboratory AT drummonds o043myfitbittellsmeidontsleepvalidationofaconsumerwearabledevicefitbitcharge3tmusinggoldstandardinlaboratorypolysomnographytoassesssleepinadultspresentingformedicalevaluationinasleeplaboratory AT dabschecke o043myfitbittellsmeidontsleepvalidationofaconsumerwearabledevicefitbitcharge3tmusinggoldstandardinlaboratorypolysomnographytoassesssleepinadultspresentingformedicalevaluationinasleeplaboratory |