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Comprehensive comparison of Apple Watch and Fitbit monitors in a free-living setting
- Source :
- PLoS ONE, Vol 16, Iss 5, p e0251975 (2021), PLoS ONE
- Publication Year :
- 2021
- Publisher :
- Public Library of Science (PLoS), 2021.
-
Abstract
- Objectives The aim of this study was to evaluate the accuracy of three consumer-based activity monitors, Fitbit Charge 2, Fitbit Alta, and the Apple Watch 2, all worn on the wrist, in estimating step counts, moderate-to-vigorous minutes (MVPA), and heart rate in a free-living setting. Methods Forty-eight participants (31 females, 17 males; ages 18–59) were asked to wear the three consumer-based monitors mentioned above on the wrist, concurrently with a Yamax pedometer as the criterion for step count, an ActiGraph GT3X+ (ActiGraph) for MVPA, and a Polar H7 chest strap for heart rate. Participants wore the monitors for a 24-hour free-living condition without changing their usual active routine. MVPA was calculated in bouts of ≥10 minutes. Pearson correlation, mean absolute percent error (MAPE), and equivalence testing were used to evaluate the measurement agreement. Results The average step counts recorded for each device were as follows: 11,734 (Charge2), 11,922 (Alta), 11,550 (Apple2), and 10,906 (Yamax). The correlations in steps for the above monitors ranged from 0.84 to 0.95 and MAPE ranged from 17.1% to 35.5%. For MVPA minutes, the average were 76.3 (Charge2), 63.3 (Alta), 49.5 (Apple2), and 47.8 (ActiGraph) minutes accumulated in bouts of 10 or greater minutes. The correlation from MVPA estimation for above monitors were 0.77, 0.91, and 0.66. MAPE from MVPA estimation ranged from 44.7% to 55.4% compared to ActiGraph. For heart rate, correlation for Charge2 and Apple2 was higher for sedentary behavior and lower for MVPA. The MAPE ranged from 4% to 16%. Conclusion All three consumer monitors estimated step counts fairly accurately, and both the Charge2 and Apple2 reported reasonable heart rate estimation. However, all monitors substantially underestimated MVPA in free-living settings.
- Subjects :
- Male
Social Sciences
0302 clinical medicine
Electronics Engineering
Heart Rate
Accelerometry
Medicine and Health Sciences
Psychology
Public and Occupational Health
030212 general & internal medicine
Multidisciplinary
Equivalence testing
Anthropometry
Sedentary behavior
Wrist
Middle Aged
Sports Science
Arms
Adipose Tissue
Connective Tissue
Social Conditions
Engineering and Technology
Medicine
Female
Anatomy
Research Article
Adult
medicine.medical_specialty
Adolescent
Science
Physical activity
Cardiology
Fitness Trackers
03 medical and health sciences
Young Adult
Heart rate
medicine
Step count
Humans
Sports and Exercise Medicine
Exercise
Monitoring, Physiologic
Behavior
business.industry
Biology and Life Sciences
030229 sport sciences
Physical Activity
Actigraphy
Biological Tissue
Physical Fitness
Body Limbs
Pedometer
Physical therapy
Sedentary Behavior
Electronics
Accelerometers
business
Energy Metabolism
Subjects
Details
- Language :
- English
- ISSN :
- 19326203
- Volume :
- 16
- Issue :
- 5
- Database :
- OpenAIRE
- Journal :
- PLoS ONE
- Accession number :
- edsair.doi.dedup.....24d4a05dd987dae9e714f4a659a7d3ff