IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v16y2019i17p3037-d259789.html
   My bibliography  Save this article

Validity of Wrist-Worn Activity Trackers for Estimating VO 2max and Energy Expenditure

Author

Listed:
  • Stefanie Passler

    (Professorship of Sport Equipment and Materials, Department of Mechanical Engineering, Technical University of Munich, Boltzmannstraße 15, D-85747 Garching, Germany)

  • Julian Bohrer

    (Professorship of Sport Equipment and Materials, Department of Mechanical Engineering, Technical University of Munich, Boltzmannstraße 15, D-85747 Garching, Germany)

  • Lukas Blöchinger

    (Professorship of Sport Equipment and Materials, Department of Mechanical Engineering, Technical University of Munich, Boltzmannstraße 15, D-85747 Garching, Germany)

  • Veit Senner

    (Professorship of Sport Equipment and Materials, Department of Mechanical Engineering, Technical University of Munich, Boltzmannstraße 15, D-85747 Garching, Germany)

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 (VO 2max ). 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 VO 2max . 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 VO 2max and EE could be observed. This results in a MAPE > 10% for all evaluations, except for the VO 2max -estimation of the Garmin Forerunner 920XT (7.3%). The latter significantly underestimates the VO 2max (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 VO 2max 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.

Suggested Citation

  • Stefanie Passler & Julian Bohrer & Lukas Blöchinger & Veit Senner, 2019. "Validity of Wrist-Worn Activity Trackers for Estimating VO 2max and Energy Expenditure," IJERPH, MDPI, vol. 16(17), pages 1-13, August.
  • Handle: RePEc:gam:jijerp:v:16:y:2019:i:17:p:3037-:d:259789
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/16/17/3037/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/16/17/3037/
    Download Restriction: no
    ---><---

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jijerp:v:16:y:2019:i:17:p:3037-:d:259789. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.