Abstract

ObjectivesThe 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.MethodsForty-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.ResultsThe 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%.ConclusionAll 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.

Highlights

  • Activity monitors have been used in research settings to provide objective measurement of physical activity (PA) [1]

  • For moderate-to-vigorous physical activity (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

  • mean absolute percent error (MAPE) from MVPA estimation ranged from 44.7% to 55.4% compared to ActiGraph

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Summary

Introduction

Activity monitors have been used in research settings to provide objective measurement of physical activity (PA) [1]. The consumer PA monitors collect a variety of PA metrics, including distance traveled, step count, sedentary breaks, intensity of activity, heart rate, and sleep tracking [2,3,4]. As a result of their ubiquity, consumer monitors are often utilized by researchers in PA behavior change interventions [5,6]. Consumer PA monitors and their associated apps and/or websites incorporate some aspects of behavior change theories and techniques as well as design features including goal-setting, self-monitoring, feedback, social support, shaping knowledge, repetition and substitution and rewarding. The average number of behavior change techniques adopted was 16.3 across seven consumer monitors reviewed [7]

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