Assessment of the fitbit charge 2 for monitoring heart rate

PLoS ONE

Volumn 13, Issue 2, 2018, Pages

  Benedetto, Simone ^a   Caldato, Christian ^a   Bazzan, Elia ^a   Greenwood, Darren C ^b,c   Pensabene, Virginia ^c   Actis, Paolo ^c  

^a TSW XP Lab   (Italy)

^b UNIVERSITY OF LEEDS   (United Kingdom)

^c UNIVERSITY OF LEEDS   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; ARTICLE; CONTROLLED STUDY; CORRELATION COEFFICIENT; DIAGNOSTIC ACCURACY; DIAGNOSTIC TEST ACCURACY STUDY; DISEASE CLASSIFICATION; ELECTROCARDIOGRAPHY MONITORING; FEMALE; FITBIT CHARGE 2; GOLD STANDARD; HEART RATE; HUMAN; HUMAN EXPERIMENT; LIMITS OF AGREEMENT; MALE; NORMAL HUMAN; PARAMETERS; STATIONARY BIKE; ACTIMETRY; PHYSIOLOGIC MONITORING; PROCEDURES;

ACTIGRAPHY; HEART RATE; HUMANS; MONITORING, PHYSIOLOGIC;

EID: 85042711469     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0192691     Document Type: Article

References (25)

1. Wright SP, Brown TSH, Collier SR, Sandberg K. How consumer physical activity monitors could transform human physiology research. American Journal of Physiology—Regulatory, Integrative and Comparative Physiology. 2017; 312. https://doi.org/10.1152/ajpregu.00349.2016 PMID: 28052867
2. Gao W, Emaminejad S, Nyein HYY, Challa S, Chen K, Peck A, et al. Fully integrated wearable sensor arrays for multiplexed in situ perspiration analysis. Nature. 2016; 529: 509–514. https://doi.org/10.1038/nature16521 PMID: 26819044
3. Jin H, Huynh T-P, Haick H. Self-Healable Sensors Based Nanoparticles for Detecting Physiological Markers via Skin and Breath: Toward Disease Prevention via Wearable Devices. Nano Letters. 2016; 16: 4194–4202. https://doi.org/10.1021/acs.nanolett.6b01066 PMID: 27328179
4. Achten J, Jeukendrup AE. Heart rate monitoring. Sports medicine. 2003; 33(7) 517–538. https://doi.org/10.2165/00007256-200333070-00004 PMID: 12762827
5. Takacs J, Pollock CL, Guenther JR, Bahar M, Napier C, Hunt MA. Validation of the Fitbit One activity monitor device during treadmill walking. Journal of Science and Medicine in Sport. 2014; 17: 496–500. https://doi.org/10.1016/j.jsams.2013.10.241 PMID: 24268570
6. Allen J. Photoplethysmography and its application in clinical physiological measurement. Physiological Measurement. 2007; 28. https://doi.org/10.1088/0967-3334/28/3/r01 PMID: 17322588
7. Alnaeb M, Alobaid N, Seifalian A, Mikhailidis D, Hamilton G. Optical Techniques in the Assessment of Peripheral Arterial Disease. Current Vascular Pharmacology. 2007; 5: 53–59. https://doi.org/10.2174/157016107779317242 PMID: 17266613
8. Murthy V, Ramamoorthy S, Srinivasan N, Rajagopal S, Rao M. Analysis of photoplethysmographic signals of cardiovascular patients. 2001 Conference Proceedings of the 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 10.1109/iembs.2001.1017209
9. Reisner A, Shaltis PA, Mccombie D, Asada HH. Utility of the Photoplethysmogram in Circulatory Monitoring. Anesthesiology. 2008; 108: 950–958. https://doi.org/10.1097/ALN.0b013e31816c89e1 PMID: 18431132
10. Wallen MP, Gomersall SR, Keating SE, Wisløff U, Coombes JS. Accuracy of Heart Rate Watches: Implications for Weight Management. Plos One. 2016; 11. https://doi.org/10.1371/journal.pone.0154420 PMID: 27232714
11. Parak J, Korhonen I. Evaluation of wearable consumer heart rate monitors based on photopletysmogra-phy. 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 2014; 10.1109/embc.2014.6944419
12. Spierer DK, Rosen Z, Litman LL, Fujii K. Validation of photoplethysmography as a method to detect heart rate during rest and exercise. Journal of Medical Engineering & Technology. 2015; 39: 264–271. https://doi.org/10.3109/03091902.2015.1047536 PMID: 26112379
13. Jo E, Lewis K, Directo D, Kim MJ, Dolezal BA. Validation of Biofeedback Wearables for Photoplethys-mographic Heart Rate Tracking. Journal of Sports Science & Medicine. 2016; 15(3):540–547.
14. Lee J-MM, An H, Kang S-K, Kim Y, Dinkel D. Examining The Validity Of Fitbit Charge HR For Measuring Heart Rate In Free-living Conditions. Medicine & Science in Sports & Exercise. 2016; 48: 786–787.
15. De Zambotti M, Baker FC, Willoughby AR, Godino JG, Wing D, Patrick K, et al. Measures of sleep and cardiac functioning during sleep using a multi-sensory commercially-available wristband in adolescents. Physiology & Behavior. 2016; 158: 143–149. https://doi.org/10.1016/j.physbeh.2016.03.006 PMID: 26969518
16. Stahl SE, An H-S, Dinkel DM, Noble JM, Lee J-M. How accurate are the wrist-based heart rate monitors during walking and running activities? Are they accurate enough? BMJ Open Sport & Exercise Medicine. 2016; 2. https://doi.org/10.1136/bmjsem-2015-000106 PMID: 27900173
17. Wang R, Blackburn G, Desai M, Phelan D, Gillinov L, Houghtaling P, et al. Accuracy of Wrist-Worn Heart Rate Monitors. JAMA Cardiology. 2017; 2: 104. https://doi.org/10.1001/jamacardio.2016.3340PMID: 27732703
18. Powierza CS, Clark MD, Hughes JM, Carneiro KA, Mihalik JP. Validation of a Self-Monitoring Tool for Use in Exercise Therapy. Pm&r. 2017; https://doi.org/10.1016/j.pmrj.2017.03.012 PMID: 28400221
19. Gillinov S, Etiwy M, Wang R, Blackburn G, Phelan D, Gillinov AM, et al. Variable Accuracy of Wearable Heart Rate Monitors during Aerobic Exercise. Medicine & Science in Sports & Exercise. 2017; 49: 1697–1703. https://doi.org/10.1249/mss.0000000000001284 PMID: 28709155
20. Nazari G, MacDermid JC, Kin SR, K E, Richardson J, Tang A. Reliability of Zephyr Bioharness and Fitbit Charge Measures of Heart Rate and Activity at Rest, During the Modified Canadian Aerobic Fitness Test and Recovery. Journal of Strength and Conditioning Research. 2017; 1. https://doi.org/10.1519/jsc.0000000000001842
21. Cadmus-Bertram L, Gangnon R, Wirkus EJ, Thraen-Borowski KM, Gorzelitz-Liebhauser J. The Accuracy of Heart Rate Monitoring by Some Wrist-Worn Activity Trackers. Annals of Internal Medicine. 2017; 166: 610. https://doi.org/10.7326/l16-0353 PMID: 28395305
22. Shcherbina A, Mattsson CM, Waggott D, Salisbury H, Christle JW, Hastie TJ, et al. Accuracy in wrist-worn, sensor-based measurements of heart rate and energy expenditure in a diverse cohort. 2017; 7. https://doi.org/10.1101/094862
23. Fitbit Charge HR Product Manual, San Francisco: Fitbit; n.d.
24. Bland JM, Altman DG. Measuring agreement in method comparison studies. Statistical Methods in Medical Research 1999; 8:135–60. https://doi.org/10.1177/096228029900800204 PMID: 10501650
25. Bland JM, Altman DG. Agreement between methods of measurement with multiple observations per individual. Journal of Biopharmaceutical Statistics 2007; 17:571–82. https://doi.org/10.1080/10543400701329422 PMID: 17613642