A validation study of the WHOOP strap against polysomnography to assess sleep
journal contribution
posted on 2020-11-09, 00:00 authored by Dean MillerDean Miller, Antonio LastellaAntonio Lastella, Aaron ScanlanAaron Scanlan, C Bellenger, SL Halson, Gregory RoachGregory Roach, Charli SargentCharli Sargent© 2020 Informa UK Limited, trading as Taylor & Francis Group. The aim of the study was to compare the WHOOP strap–a wearable device that estimates sleep based on measures of movement and heart rate derived from actigraphy and photoplethysmography, respectively. Twelve healthy adults (6 females, 6 males, aged 22.9 ± 3.4 years) participated in a 10-day, laboratory-based protocol. A total of 86 sleeps were independently assessed in 30-s epochs using polysomnography and WHOOP. For WHOOP, bed times were entered by researchers and sleeps were scored by the company based on proprietary algorithms. WHOOP overestimated total sleep time by 8.2 ± 32.9 minutes compared to polysomnography, but this difference was non-significant. WHOOP was compared to polysomnography for 2-stage (i.e., wake, sleep) and 4-stage categorisation (i.e., wake, light sleep [N1 or N2], slow-wave sleep [N3], REM) of sleep periods. For 2-stage categorisation, the agreement, sensitivity to sleep, specificity for wake, and Cohen’s kappa were 89%, 95%, 51%, and 0.49, respectively. For 4-stage categorisation, the agreement, sensitivity to light sleep, SWS, REM, and wake, and Cohen’s kappa were 64%, 62%, 68%, 70%, 51%, and 0.47, respectively. In situations where polysomnography is impractical (e.g., field settings), WHOOP is a reasonable method for estimating sleep, particularly for 2-stage categorisation, if accurate bedtimes are manually entered.
Funding
Category 1 - Australian Competitive Grants (this includes ARC, NHMRC)
History
Volume
38Issue
22Start Page
2631End Page
3636eISSN
1466-447XISSN
0264-0414Publisher
RoutledgePublisher DOI
Peer Reviewed
- Yes
Open Access
- No
Acceptance Date
2020-07-10External Author Affiliations
South Australian Sports Institute; Australian Catholic University; University of South AustraliaAuthor Research Institute
- Appleton Institute
Era Eligible
- Yes
Journal
Journal of Sports SciencesUsage metrics
Keywords
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Exports
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