Comparison of wrist-worn and hip-worn activity monitors under free living conditions
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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Nine studies (22 comparisons) examined energy expenditure in free-living settings compared with doubly labeled water and accelerometry.
“Nine studies (22 comparisons) examined energy expenditure in free-living settings compared with the criterion measures of doubly labeled water [104] and accelerometry [29,49,79,101,131,172,174,175].”
From Reliability and Validity of Commercially Available Wearable Devices for Measuring Steps, Energy Expenditure, and Heart Rate: Systematic Review (2020) · cites this paper as [49]
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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.
- ORCID
- Hargens, Trent A.
- Venue
- Journal of Medical Engineering & Technology
- Publisher
- Informa UK Limited
- 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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