Published on in Vol 6, No 12 (2018): December

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/10338, first published .
Accuracy of Wrist-Worn Activity Monitors During Common Daily Physical Activities and Types of Structured Exercise: Evaluation Study

Accuracy of Wrist-Worn Activity Monitors During Common Daily Physical Activities and Types of Structured Exercise: Evaluation Study

Accuracy of Wrist-Worn Activity Monitors During Common Daily Physical Activities and Types of Structured Exercise: Evaluation Study

Journals

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  2. Bent B, Goldstein B, Kibbe W, Dunn J. Investigating sources of inaccuracy in wearable optical heart rate sensors. npj Digital Medicine 2020;3(1) View
  3. O’Driscoll R, Turicchi J, Hopkins M, Gibbons C, Larsen S, Palmeira A, Heitmann B, Horgan G, Finlayson G, Stubbs R. The validity of two widely used commercial and research-grade activity monitors, during resting, household and activity behaviours. Health and Technology 2020;10(3):637 View
  4. Meng Y, Speier W, Shufelt C, Joung S, E Van Eyk J, Bairey Merz C, Lopez M, Spiegel B, Arnold C. A Machine Learning Approach to Classifying Self-Reported Health Status in a Cohort of Patients With Heart Disease Using Activity Tracker Data. IEEE Journal of Biomedical and Health Informatics 2020;24(3):878 View
  5. Cosoli G, Spinsante S, Scalise L. Wrist-worn and chest-strap wearable devices: Systematic review on accuracy and metrological characteristics. Measurement 2020;159:107789 View
  6. Støve M, Holm R, Kjaersgaard A, Duncker K, Jensen M, Larsen B. Measurement latency significantly contributes to reduced heart rate measurement accuracy in wearable devices. Journal of Medical Engineering & Technology 2020;44(3):125 View
  7. Fuller D, Colwell E, Low J, Orychock K, Tobin M, Simango B, Buote R, Van Heerden D, Luan H, Cullen K, Slade L, Taylor N. Reliability and Validity of Commercially Available Wearable Devices for Measuring Steps, Energy Expenditure, and Heart Rate: Systematic Review. JMIR mHealth and uHealth 2020;8(9):e18694 View
  8. Navalta J, Montes J, Bodell N, Salatto R, Manning J, DeBeliso M, Boullosa D. Concurrent heart rate validity of wearable technology devices during trail running. PLOS ONE 2020;15(8):e0238569 View
  9. Chui K, Lytras M. A Novel MOGA-SVM Multinomial Classification for Organ Inflammation Detection. Applied Sciences 2019;9(11):2284 View
  10. Passler , Müller , Senner . In-Ear Pulse Rate Measurement: A Valid Alternative to Heart Rate Derived from Electrocardiography?. Sensors 2019;19(17):3641 View
  11. Zhang Y, Weaver R, Armstrong B, Burkart S, Zhang S, Beets M. Validity of Wrist-Worn photoplethysmography devices to measure heart rate: A systematic review and meta-analysis. Journal of Sports Sciences 2020;38(17):2021 View
  12. Wagner J, Kim M, Tassé M. Technology Tools: Increasing Our Reach in National Surveillance of Intellectual and Developmental Disabilities. Intellectual and Developmental Disabilities 2019;57(5):463 View
  13. Riddell M, Pooni R, Fontana F, Scott S. Diabetes Technology and Exercise. Endocrinology and Metabolism Clinics of North America 2020;49(1):109 View
  14. O’Driscoll R, Turicchi J, Hopkins M, Horgan G, Finlayson G, Stubbs J. Improving energy expenditure estimates from wearable devices: A machine learning approach. Journal of Sports Sciences 2020;38(13):1496 View
  15. Tamura T. Wearable oxygen uptake and energy expenditure monitors. Physiological Measurement 2019;40(8):08TR01 View
  16. Evenson K, Spade C. Review of Validity and Reliability of Garmin Activity Trackers. Journal for the Measurement of Physical Behaviour 2020;3(2):170 View
  17. Adebesin F, Mwalugha R. The Mediating Role of Organizational Reputation and Trust in the Intention to Use Wearable Health Devices: Cross-Country Study. JMIR mHealth and uHealth 2020;8(6):e16721 View
  18. Sun J, Liu Y. Using Smart Bracelets to Assess Heart Rate Among Students During Physical Education Lessons: Feasibility, Reliability, and Validity Study. JMIR mHealth and uHealth 2020;8(8):e17699 View
  19. O’Keeffe N, Scheid J, West S. Sedentary Behavior and the Use of Wearable Technology: An Editorial. International Journal of Environmental Research and Public Health 2020;17(12):4181 View
  20. Vandoni M, Carnevale Pellino V, Dell'Anna S, Ricagno E, Liberali G, Bonfanti C, Correale L. Physical activity monitoring devices: energy expenditure comparison in a setting of free-living activities. International Journal of Physical Education, Fitness and Sports 2019;8(4):45 View
  21. JURVELIN H, TANSKANEN-TERVO M, KINNUNEN H, SANTTILA M, KYRÖLÄINEN H. Training Load and Energy Expenditure during Military Basic Training Period. Medicine & Science in Sports & Exercise 2020;52(1):86 View
  22. Nanda S, Hurt R, Croghan I, Mundi M, Gifford S, Schroeder D, Fischer K, Bonnes S. Improving Physical Activity and Body Composition in a Medical Workplace Using Brief Goal Setting. Mayo Clinic Proceedings: Innovations, Quality & Outcomes 2019;3(4):495 View
  23. Pardamean B, Soeparno H, Budiarto A, Mahesworo B, Baurley J. Quantified Self-Using Consumer Wearable Device: Predicting Physical and Mental Health. Healthcare Informatics Research 2020;26(2):83 View
  24. Singhal A, Cowie M. The Role of Wearables in Heart Failure. Current Heart Failure Reports 2020;17(4):125 View
  25. Mühlen J, Stang J, Lykke Skovgaard E, Judice P, Molina-Garcia P, Johnston W, Sardinha L, Ortega F, Caulfield B, Bloch W, Cheng S, Ekelund U, Brønd J, Grøntved A, Schumann M. Recommendations for determining the validity of consumer wearable heart rate devices: expert statement and checklist of the INTERLIVE Network. British Journal of Sports Medicine 2021;55(14):767 View
  26. Shumate T, Link M, Furness J, Kemp-Smith K, Simas V, Climstein M. Validity of the Polar Vantage M watch when measuring heart rate at different exercise intensities. PeerJ 2021;9:e10893 View
  27. Benedetti D, Olcese U, Frumento P, Bazzani A, Bruno S, d’Ascanio P, Maestri M, Bonanni E, Faraguna U. Heart rate detection by Fitbit ChargeHR ™ : A validation study versus portable polysomnography. Journal of Sleep Research 2021 View
  28. Teixeira E, Fonseca H, Diniz-Sousa F, Veras L, Boppre G, Oliveira J, Pinto D, Alves A, Barbosa A, Mendes R, Marques-Aleixo I. Wearable Devices for Physical Activity and Healthcare Monitoring in Elderly People: A Critical Review. Geriatrics 2021;6(2):38 View
  29. Huang Y, Hung C, Hsu S, Lin P, Lee Y, Chong M, Chen C, Kuo Y, Wang L. Effects of aerobic walking on cognitive function in patients with schizophrenia: A randomized controlled trial. Journal of Psychiatric Research 2021;134:173 View
  30. Leopold J, Davis R, Antman E. Data from Digital Health Devices Informs Ideal Cardiovascular Health. Journal of Personalized Medicine 2021;11(3):189 View
  31. Lam B, Catt M, Cassidy S, Bacardit J, Darke P, Butterfield S, Alshabrawy O, Trenell M, Missier P. Using Wearable Activity Trackers to Predict Type 2 Diabetes: Machine Learning–Based Cross-sectional Study of the UK Biobank Accelerometer Cohort. JMIR Diabetes 2021;6(1):e23364 View
  32. Muggeridge D, Hickson K, Davies A, Giggins O, Megson I, Gorely T, Crabtree D. Measurement of Heart Rate Using the Polar OH1 and Fitbit Charge 3 Wearable Devices in Healthy Adults During Light, Moderate, Vigorous, and Sprint-Based Exercise: Validation Study. JMIR mHealth and uHealth 2021;9(3):e25313 View
  33. Claudel S, Tamura K, Troendle J, Andrews M, Ceasar J, Mitchell V, Vijayakumar N, Powell-Wiley T. Comparing Methods to Identify Wear-Time Intervals for Physical Activity With the Fitbit Charge 2. Journal of Aging and Physical Activity 2021;29(3):529 View
  34. Mach M, Watzal V, Hasan W, Andreas M, Winkler B, Weiss G, Strouhal A, Adlbrecht C, Delle Karth G, Grabenwöger M. Fitness-Tracker Assisted Frailty-Assessment Before Transcatheter Aortic Valve Implantation: Proof-of-Concept Study. JMIR mHealth and uHealth 2020;8(10):e19227 View
  35. Kwon S, Wan N, Burns R, Brusseau T, Kim Y, Kumar S, Ertin E, Wetter D, Lam C, Wen M, Byun W. The Validity of MotionSense HRV in Estimating Sedentary Behavior and Physical Activity under Free-Living and Simulated Activity Settings. Sensors 2021;21(4):1411 View
  36. Kobayashi M, Shinohara T, Usuda S. Accuracy of wrist-worn heart rate monitors during physical therapy sessions among hemiparetic inpatients with stroke. Journal of Physical Therapy Science 2021;33(1):45 View
  37. De Boer C, Ghomrawi H, Many B, Bouchard M, Linton S, Figueroa A, Kwon S, Abdullah F. Utility of Wearable Sensors to Assess Postoperative Recovery in Pediatric Patients After Appendectomy. Journal of Surgical Research 2021;263:160 View
  38. Martinato M, Lorenzoni G, Zanchi T, Bergamin A, Buratin A, Azzolina D, Gregori D. Usability and Accuracy of a Smartwatch for the Assessment of Physical Activity in the Elderly Population: Observational Study. JMIR mHealth and uHealth 2021;9(5):e20966 View
  39. de Looff P, Nijman H, Didden R, Noordzij M. Usability and Acceptance of Wearable Biosensors in Forensic Psychiatry: Cross-sectional Questionnaire Study. JMIR Formative Research 2021;5(5):e18096 View
  40. Bai Y, Tompkins C, Gell N, Dione D, Zhang T, Byun W, Bergman P. Comprehensive comparison of Apple Watch and Fitbit monitors in a free-living setting. PLOS ONE 2021;16(5):e0251975 View
  41. Drynan D, Leroux T, Zywiel M. Acute Postoperative Pulmonary Embolism Detected at Home by a Patient's Personal Activity Monitor. JBJS Case Connector 2021;11(2) View
  42. Pottebaum E, Warmoth A, Ayyappan S, Dickens D, Jethava Y, Modi A, Tomasson M, Carr L, Bates M. Wearable Monitors Facilitate Exercise in Adult and Pediatric Stem Cell Transplant. Exercise and Sport Sciences Reviews 2021;49(3):205 View
  43. Vandoni M, Carnevale Pellino V, Dell'Anna S, Ricagno E, Liberali G, Bonfanti C, Correale L. Physical activity monitoring devices: energy expenditure comparison in a setting of free-living activities. International Journal of Physical Education, Fitness and Sports 2019:45 View
  44. Bardus M, Borgi C, El-Harakeh M, Gherbal T, Kharroubi S, Fares E. Exploring the Use of Mobile and Wearable Technology among University Student Athletes in Lebanon: A Cross-Sectional Study. Sensors 2021;21(13):4472 View
  45. Lunney M, Wiebe N, Kusi-Appiah E, Tonelli A, Lewis R, Ferber R, Tonelli M. Wearable Fitness Trackers to Predict Clinical Deterioration in Maintenance Hemodialysis: A Prospective Cohort Feasibility Study. Kidney Medicine 2021 View
  46. Infante M, Baidal D, Rickels M, Fabbri A, Skyler J, Alejandro R, Ricordi C. Dual‐hormone artificial pancreas for management of type 1 diabetes: Recent progress and future directions. Artificial Organs 2021 View
  47. Baka T, Simko F. Monitoring Non-dipping Heart Rate by Consumer-Grade Wrist-Worn Devices: An Avenue for Cardiovascular Risk Assessment in Hypertension. Frontiers in Cardiovascular Medicine 2021;8 View

Books/Policy Documents

  1. Jacobs P, Reddy R. Neurological Modulation of Sleep. View