Accuracy of PurePulse photoplethysmography technology of Fitbit Charge 2 for assessment of heart rate during sleep
@article{Haghayegh2019AccuracyOP, title={Accuracy of PurePulse photoplethysmography technology of Fitbit Charge 2 for assessment of heart rate during sleep}, author={Shahab Haghayegh and Sepideh Khoshnevis and Michael H. Smolensky and Kenneth R. Diller}, journal={Chronobiology International}, year={2019}, volume={36}, pages={927 - 933} }
ABSTRACT Elevated asleep heart rate (HR) is a risk factor for cardiovascular disease and other-cause morbidity and mortality. We assessed the accuracy of Fitbit Inc. PurePulse® photoplethysmography with reference to three-lead electrocardiography (ECG) in determining HR during sleep. HR of 35 (17 female) healthy adults 25.1 ± 10.6 years of age (mean ± SD) was continuously recorded throughout a single night of sleep. There was no significant difference in asleep HR mean (0.09 beats per minute…
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References
SHOWING 1-10 OF 28 REFERENCES
Assessment of the Fitbit Charge 2 for monitoring heart rate
- MedicinePloS one
- 2018
Assessment of the accuracy and precision of the Fitbit Charge 2 for measuring heart rate with respect to a gold standard electrocardiograph indicated that an individual heart rate measure could plausibly be underestimated by almost 30 bpm.
Wearable Heart Rate Monitor Technology Accuracy in Research: A Comparative Study Between PPG and ECG Technology
- Business
- 2017
A study to compare average HR readings of two different HR technologies after an interval style cardio-based workout revealed no significant difference between the two technologies and future research could consider the wearable PPG HR technology as accurate, but with certain experimental design implications.
Measures of sleep and cardiac functioning during sleep using a multi-sensory commercially-available wristband in adolescents
- Medicine, PsychologyPhysiology & Behavior
- 2016
Blunted heart rate dip during sleep and all-cause mortality.
- MedicineArchives of internal medicine
- 2007
Female sex, body mass index, and treated diabetes were positively related to awake and sleep heart rate, whereas age and treated hypertension were inversely associated, and heart rate measures during sleep were independently associated with all-cause mortality.
How accurate are the wrist-based heart rate monitors during walking and running activities? Are they accurate enough?
- MedicineBMJ Open Sport & Exercise Medicine
- 2016
The results demonstrate that the wearable activity trackers provide an accurate measurement of HR during walking and running activities.
Predictive value of night-time heart rate for cardiovascular events in hypertension. The ABP-International study.
- MedicineInternational journal of cardiology
- 2013
Predictive value of ambulatory heart rate in the Japanese general population: the Ohasama study
- MedicineJournal of hypertension
- 2008
Night-time heart rate value seems to have the most important predictor of all-cause mortality among ambulatory heart rate parameters in this population.
Nocturnal nondipping of heart rate predicts cardiovascular events in hypertensive patients
- MedicineJournal of hypertension
- 2009
The risk of future CVD was shown to be 2.4 times higher in those whose HR does not exhibit the typical nocturnal decline, and was independent of nondipping of SBP and was not dependent on diabetes status or blood pressure level.
Validity of Wearable Activity Monitors during Cycling and Resistance Exercise
- EducationMedicine and science in sports and exercise
- 2018
HR from Wearable devices differed at different exercise intensities; EE estimates from wearable devices were inaccurate; users should be cautious when using these devices for monitoring physiological responses to exercise.
Accuracy in Wrist-Worn, Sensor-Based Measurements of Heart Rate and Energy Expenditure in a Diverse Cohort
- MedicineJournal of personalized medicine
- 2017
Most wrist-worn devices adequately measure HR in laboratory-based activities, but poorly estimate EE, suggesting caution in the use of EE measurements as part of health improvement programs.