Cited by 30Physical Activity and HealthContext-Aware Activity Recognition SystemsMobile Health and mHealth Applications

Comparison of wrist-worn and hip-worn activity monitors under free living conditions

Hargens, Trent A., Deyarmin, Kayla N., Snyder, Kelsey M., Mihalik, Allison G., Sharpe, Lauren E.·2017·Journal of Medical Engineering & Technology

Abstract

PURPOSE: Current recommendations state that individuals engage in 150 min of moderate or 75 min of vigorous intensity physical activity (PA) each week. Commercial PA monitors are becoming popular for everyday use. The accuracy of these devices, however, is not well understood. We sought to examine the accuracy of two commercial devices, one wrist and one hip-worn, under free-living conditions. METHODS: Twenty-two subjects wore two commercially available devices and one ActiGraph (AG) for seven consecutive days under normal activity. RESULTS: Mean steps per day between all three devices differed significantly. No differences were found in moderate-to-vigorous intensity physical activity (MPVA). Daily energy expenditure (EE) also differed significantly between the AG and the commercial devices. Bland-Altman analysis found poor agreement between the AG and the commercial devices with regards to steps and EE, but good agreement in MVPA. CONCLUSION: Results suggest that the commercial devices are less accurate in estimating steps and EE. These devices did show good agreement with regards to MVPA, suggesting that they may provide useful feedback for individuals seeking to achieve the current PA guidelines for MVPA. Improvements are needed with regards to steps and EE estimation.

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Crossref · 10.1080/03091902.2016.1271046

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References 38 · Cited by 30

Authors
Hargens, T. A., Deyarmin, K. N., Snyder, K. M., Mihalik, A. G., & Sharpe, L. E.
Affiliations
James Madison University (US)
Corresponding author
Hargens, Trent A.
Venue
Journal of Medical Engineering & Technology
Published
2017-01-12
Volume
41
Issue
3
Pages
200-207
ISSN
  • 0309-1902 (ISSN-L)
  • 1464-522X
OpenAlex
W2577042245
Cited by
30
References
38
Citations by year
2026: 1 · 2025: 1 · 2024: 2 · 2023: 2 · 2022: 1 · 2021: 3 · 2020: 6 · 2019: 5 · 2018: 8 · 2017: 1
FWCI
4.05
Type
journal article
Language
en
Open access
closed
Locations
  • Journal of Medical Engineering & Technology (publishedVersion)
  • PubMed (publishedVersion)
Funders
  • International Business Machines Corporation
  • Ministry of Patriots and Veterans Affairs
Topics
  • Health Sciences › Medicine › Physiology › Physical Activity and Health
  • Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Context-Aware Activity Recognition Systems
  • Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
Keywords
wearable activity trackers, accelerometer, wrist-worn devices, device accuracy, step counting, energy expenditure estimation, moderate-to-vigorous physical activity, free-living conditions, ActiGraph, physical activity monitoring
MeSH terms
Hip, Humans, Wrist, Exercise, Monitoring, Ambulatory, Actigraphy

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