Comparison between Smartwatch-Derived and CPET-Measured VO2Max
This study aimed to determine the accuracy of smartwatch-derived maximal oxygen consumption (VO2max) and the percentage of predicted VO2max (%pVO2max), two standard measures of cardiorespiratory fitness with established clinical predictive value.215 adults (44 (21%) male; median [interquartile range; IQR] 55 [32, 62] years old) performed a maximal exercise test (CPET) on a semi-recumbent ergometer and wore a Garmin Vivoactive 4s (GV4) smartwatch for 60 days. The first and last VO2max estimates provided by GV4 were compared to CPET measured VO2max and %pVO2max (Wasserman and Whipp's anthropometric-based equation). Agreement was assessed using Bland-Altman analysis (bias and limits of agreement [LoA]), absolute percentage error (APE), reported as median [interquartile range], and Pearson's correlation coefficient (cc).VO2max and %pVO2max measured during CPET was 22.4 [17.5, 27.4] ml/kg/min and 90.9% [78.1%, 101.3%], respectively.VO2max estimates from GV4 were moderately correlated with CPET measures (cc 0.66) and showed a large positive bias ~14 ml/kg/min with LoA from 0 -27 ml/kg/min.Correlation between VO2max from GV4 and anthropometric-based prediction of VO2max was high (cc>0.90).Agreement between %pVO2max from GV4 and CPET was poor (cc~0.15,bias ~52%,.GV4 provides estimates of VO2max that overestimate but moderately correlate with CPET measured VO2max.The agreement for %pVO2max is poor.
Authors
- Claire J. Steves (ORCID: https://orcid.org/0000-0002-4910-0489)
- Siana Jones (ORCID: https://orcid.org/0000-0003-1290-1626)
- Nicholas J. Timpson (ORCID: https://orcid.org/0000-0002-7141-9189)
- Alun David Hughes (ORCID: https://orcid.org/0000-0001-5432-5271)
- Michele Orini (ORCID: https://orcid.org/0000-0001-5773-0344)
- Nish Chaturvedi (ORCID: https://orcid.org/0000-0002-6211-2775)
- Alexandra Jamieson (ORCID: https://orcid.org/0009-0000-3376-4769)
Publication Details
- Journal
- Computing in cardiology
- Published
- 2024-12-01
- DOI
- https://doi.org/10.22489/cinc.2024.352
- Citations
- 2
- Primary Topic
- Transition Metal Oxide Nanomaterials
- Type
- article
- Field-Weighted Citation Impact
- 0.34
Funders
- Wellcome Trust
- European Commission
- University of Bristol
- Versus Arthritis
- Medical Research Council