Validity of wrist-worn activity trackers for estimating VO2max and energy expenditure

Stefanie Passler, Julian Bohrer, Lukas Blöchinger, Veit Senner

Research output: Contribution to journalArticlepeer-review

28 Scopus citations

Abstract

Activity trackers are a simple and mostly low-priced method to capture physiological parameters. Despite the high number of wrist-worn devices, there is a lack of scientific validation. The purpose of this study was to assess whether the activity trackers represent a valid alternative to gold-standard methods in terms of estimating energy expenditure (EE) and maximum oxygen uptake (VO2max). Twenty-four healthy subjects participated in this study. In total, five commercially available wrist-worn devices were tested with regard to their validity of EE and/or VO2max. Estimated values were compared with indirect calorimetry. Validity of the activity trackers was determined by paired sample t-tests, mean absolute percentage errors (MAPE), Intraclass Correlation Coefficient, and Bland-Altman plots. Within the tested devices, differences in scattering in VO2max and EE could be observed. This results in a MAPE > 10% for all evaluations, except for the VO2max-estimation of the Garmin Forerunner 920XT (7.3%). The latter significantly underestimates the VO2max (t(23) = -2.37, p = 0.027), whereas the Garmin Vivosmart HR significantly overestimates the EE (t(23) = 2.44, p = 0.023). The tested devices did not show valid results concerning the estimation of VO2max and EE. Hence, the current wrist-worn activity trackers are most likely not accurate enough to be used for neither purposes in sports, nor in health care applications.

Original languageEnglish
Article number3037
JournalInternational Journal of Environmental Research and Public Health
Volume16
Issue number17
DOIs
StatePublished - Sep 2019

Keywords

  • Accuracy
  • Consumer wearable devices
  • Fitness trackers
  • Monitoring
  • Physical activity
  • Sports watches
  • Validation

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