Wrist-worn devices for the measurement of heart rate and energy expenditure: A validation study for the Apple Watch 6, Polar Vantage V and Fitbit Sense

Reference

• Boudreaux, B. D., Hebert, E. P., Hollander, D. B., et al. (2018). Validity of wearable Activity Monitors during cycling and resistance exercise. Medicine & Science in Sports & Exercise, 50(3), 624–633.
   PubMed Web of Science ®Google Scholar
• Donnelly, J. E., Blair, S. N., Jakicic, J. M., et al. (2009). American college of Sports medicine position stand. Appropriate physical activity intervention strategies for weight loss and prevention of weight regain for adults. Medicine & Science in Sports & Exercise, 41(2), 459–471.
   PubMed Web of Science ®Google Scholar
• Dooley, E. E., Golaszewski, N. M., & Bartholomew, J. B. (2017). Estimating accuracy at exercise intensities: A comparative study of self-Monitoring heart rate and physical activity wearable devices. Jmir Mhealth and Uhealth, 5(3), e34.
   PubMedGoogle Scholar
• Duking, P., Fuss, F. K., Holmberg, H. C., & Sperlich, B. (2018). Recommendations for Assessment of the reliability, sensitivity, and Validity of data provided by wearable sensors designed for Monitoring physical activity. Jmir Mhealth and Uhealth, 6(4), e102.
   PubMed Web of Science ®Google Scholar
• Duking, P., Giessing, L., Frenkel, M. O., Koehler, K., Holmberg, H. C., & Sperlich, B. (2020). Wrist-Worn wearables for Monitoring Heart Rate and energy expenditure while sitting or performing light-to-vigorous physical activity: Validation study. Jmir Mhealth and Uhealth, 8(5), e16716.
   PubMed Web of Science ®Google Scholar
• Evenson, K. R., Goto, M. M., & Furberg, R. D. (2015). Systematic review of the validity and reliability of consumer-wearable activity trackers. The international Journal of Behavioral Nutrition and Physical Activity, 12, 159.
   PubMed Web of Science ®Google Scholar
• Evenson, K. R., & Spade, C. L. (2020). Review of Validity and reliability of Garmin activity trackers. J Meas Phys Behav, 3(2), 170–185.
   PubMedGoogle Scholar
• Feito, Y., Bassett, D. R., & Thompson, D. L. (2012). Evaluation of activity monitors in controlled and free-living environments. Medicine & Science in Sports & Exercise, 44(4), 733–741.
   PubMed Web of Science ®Google Scholar
• Fitzpatrick, T. B. (1988). The validity and practicality of sun-reactive skin types I through VI. Archives of Dermatology, 124(6), 869–871.
   PubMedGoogle Scholar
• Fuller, D., Colwell, E., Low, J., et al. (2020). Reliability and Validity of commercially available Wearable Devices for measuring steps, energy expenditure, and heart rate: Systematic review. Jmir Mhealth and Uhealth, 8(9), e18694.
   PubMed Web of Science ®Google Scholar
• Gilgen-Ammann, R., Schweizer, T., & Wyss, T. (2019a). Accuracy of the multisensory wristwatch Polar vantage's estimation of energy expenditure in various activities: Instrument validation study. Jmir Mhealth and Uhealth, 7(10), e14534.
   PubMed Web of Science ®Google Scholar
• Gilgen-Ammann, R., Schweizer, T., & Wyss, T. (2019b). RR interval signal quality of a heart rate monitor and an ECG holter at rest and during exercise. European Journal of Applied Physiology, 119(7), 1525–1532.
   PubMed Web of Science ®Google Scholar
• Hills, A. P., Mokhtar, N., & Byrne, N. M. (2014). Assessment of physical activity and energy expenditure: An overview of objective measures. Frontiers in Nutrition, 1, 5.
   PubMedGoogle Scholar
• Hopkins, W. (2015). Spreadsheets for analysis of validity and reliability. Sportscience, 19, 36–42.
   Google Scholar
• Müller, A. M., Wang, N. X., Yao, J., et al. (2019). Heart rate measures from wrist-worn Activity Trackers in a laboratory and free-living setting: Validation study. Jmir Mhealth and Uhealth, 7(10), e14120.
   PubMed Web of Science ®Google Scholar
• Nelson, M. B., Kaminsky, L. A., Dickin, D. C., & Montoye, A. H. (2016). Validity of consumer-based physical activity Monitors for Specific activity types. Medicine & Science in Sports & Exercise, 48(8), 1619–1628.
   PubMed Web of Science ®Google Scholar
• Shcherbina, A., Mattsson, C. M., Waggott, D., et al. (2017). Accuracy in wrist-worn, sensor-based measurements of heart rate and energy expenditure in a diverse cohort. Journal of Personalized Medicine, 7(2).
   PubMedGoogle Scholar
• Thiebaud, R. S., Funk, M. D., Patton, J. C., et al. (2018). Validity of wrist-worn consumer products to measure heart rate and energy expenditure. Digit Health, 4, 2055207618770322.
   Web of Science ®Google Scholar
• Thompson, W. R. (2019). Worldwide survey of fitness trends for 2020. ACSM's Health & Fitness Journal, 23(6), 10–18.
   Web of Science ®Google Scholar
• Vogler, A. J., Rice, A. J., & Gore, C. J. (2010). Validity and reliability of the Cortex MetaMax3B portable metabolic system. Journal of Sports Sciences, 28(7), 733–742.
   PubMed Web of Science ®Google Scholar