Accuracy of Heart Rate Watches: Implications for Weight Management

被引:208
作者
Wallen, Matthew P. [1 ]
Gomersall, Sjaan R. [1 ]
Keating, Shelley E. [1 ]
Wisloff, Ulrik [2 ]
Coombes, Jeff S. [1 ]
机构
[1] Univ Queensland, Ctr Res Exercise Phys Act & Hlth CRExPAH, Sch Human Movement & Nutr Sci, Brisbane, Qld, Australia
[2] Norwegian Univ Sci & Technol, Dept Circulat & Med Imaging, KG Jebsen Ctr Exercise Med, N-7034 Trondheim, Norway
关键词
PHYSICAL-ACTIVITY; WEARABLE DEVICES; SKIN TYPE; VALIDITY; HEALTH; VALIDATION; ADULTS;
D O I
10.1371/journal.pone.0154420
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background Wrist-worn monitors claim to provide accurate measures of heart rate and energy expenditure. People wishing to lose weight use these devices to monitor energy balance, however the accuracy of these devices to measure such parameters has not been established. Aim To determine the accuracy of four wrist-worn devices (Apple Watch, Fitbit Charge HR, Samsung Gear S and Mio Alpha) to measure heart rate and energy expenditure at rest and during exercise. Methods Twenty-two healthy volunteers (50% female; aged 24 +/- 5.6 years) completed similar to 1-hr protocols involving supine and seated rest, walking and running on a treadmill and cycling on an ergometer. Data from the devices collected during the protocol were compared with reference methods: electrocardiography (heart rate) and indirect calorimetry (energy expenditure). Results None of the devices performed significantly better overall, however heart rate was consistently more accurate than energy expenditure across all four devices. Correlations between the devices and reference methods were moderate to strong for heart rate (0.67-0.95 [0.35 to 0.98]) and weak to strong for energy expenditure (0.16-0.86 [-0.25 to 0.95]). All devices underestimated both outcomes compared to reference methods. The percentage error for heart rate was small across the devices (range: 1-9%) but greater for energy expenditure (9-43%). Similarly, limits of agreement were considerably narrower for heart rate (ranging from -27.3 to 13.1 bpm) than energy expenditure (ranging from -266.7 to 65.7 kcals) across devices. Conclusion These devices accurately measure heart rate. However, estimates of energy expenditure are poor and would have implications for people using these devices for weight loss.
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页数:11
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