Wrist-Based Photoplethysmography Assessment of Heart Rate and Heart Rate Variability: Validation of WHOOP.


Journal

Sensors (Basel, Switzerland)
ISSN: 1424-8220
Titre abrégé: Sensors (Basel)
Pays: Switzerland
ID NLM: 101204366

Informations de publication

Date de publication:
20 05 2021
Historique:
received: 09 04 2021
revised: 10 05 2021
accepted: 14 05 2021
entrez: 2 6 2021
pubmed: 3 6 2021
medline: 5 6 2021
Statut: epublish

Résumé

Heart rate (HR) and HR variability (HRV) infer readiness to perform exercise in athletic populations. Technological advancements have facilitated HR and HRV quantification via photoplethysmography (PPG). This study evaluated the validity of WHOOP's PPG-derived HR and HRV against electrocardiogram-derived (ECG) measures. HR and HRV were assessed via WHOOP and ECG over 15 opportunities. WHOOP-derived pulse-to-pulse (PP) intervals were edited with WHOOP's proprietary filter, in addition to various filter strengths via Kubios HRV software. HR and HRV (Ln RMSSD) were quantified for each filter strength. Agreement was assessed via bias and limits of agreement (LOA), and contextualised using smallest worthwhile change (SWC) and coefficient of variation (CV). Regardless of filter strength, bias (≤0.39 ± 0.38%) and LOA (≤1.56%) in HR were lower than the CV (10-11%) and SWC (5-5.5%) for this parameter. For Ln RMSSD, bias (1.66 ± 1.80%) and LOA (±5.93%) were lowest for a 200 ms filter and WHOOP's proprietary filter, which approached or exceeded the CV (3-13%) and SWC (1.5-6.5%) for this parameter. Acceptable agreement was found between WHOOP- and ECG-derived HR. Bias and LOA in Ln RMSSD approached or exceeded the SWC/CV for this variable and should be interpreted against its own level of bias precision.

Identifiants

pubmed: 34065516
pii: s21103571
doi: 10.3390/s21103571
pmc: PMC8160717
pii:
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Subventions

Organisme : Centre of Excellence for Environmental Decisions, Australian Research Council
ID : DP160104909

Commentaires et corrections

Type : ErratumIn

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Auteurs

Clint R Bellenger (CR)

Alliance for Research in Exercise, Nutrition and Activity (ARENA), Allied Health and Human Performance, University of South Australia, Adelaide 5000, Australia.
South Australian Sports Institute, Adelaide 5000, Australia.

Dean J Miller (DJ)

The Appleton Institute for Behavioural Science, Central Queensland University, Adelaide 5043, Australia.

Shona L Halson (SL)

School of Behavioural and Health Sciences, Australian Catholic University, Brisbane 4014, Australia.

Gregory D Roach (GD)

The Appleton Institute for Behavioural Science, Central Queensland University, Adelaide 5043, Australia.

Charli Sargent (C)

The Appleton Institute for Behavioural Science, Central Queensland University, Adelaide 5043, Australia.

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Classifications MeSH