Published on in Vol 8, No 9 (2020): September

Preprints (earlier versions) of this paper are available at, first published .
Reliability and Validity of Commercially Available Wearable Devices for Measuring Steps, Energy Expenditure, and Heart Rate: Systematic Review

Reliability and Validity of Commercially Available Wearable Devices for Measuring Steps, Energy Expenditure, and Heart Rate: Systematic Review

Reliability and Validity of Commercially Available Wearable Devices for Measuring Steps, Energy Expenditure, and Heart Rate: Systematic Review


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  207. Bonato M, Marmondi F, Turrini F, Albergoni A, Pennacchi M, Cerizza C, Piacentini M, Castagna A, Galli L, Sartor F, Cinque P. Failure of Digital Device Performance in Monitoring Physical Exercise in a Pilot Study in Sedentary Persons with HIV. Sensors 2023;23(23):9461 View
  208. Thomassin K, McVey Neufeld S, Ansari N, Vogel N. Feasibility, Acceptability, and Usability of Physiology and Emotion Monitoring in Adults and Children Using the Novel Time2Feel Smartphone Application. Sensors 2023;23(23):9470 View
  209. Erdmann A, Schrinner F, Rehmann-Sutter C, Franke A, Seidler U, Schreiber S, Bozzaro C. Acceptability Criteria of Precision Medicine: Lessons From Patients’ Experiences With the GUIDE-IBD Trial Regarding the Use of Mobile Health Technology. Crohn's & Colitis 360 2023;5(4) View
  210. Yoshida K, Sawano R, Okamoto M, Murao K, Tsuchida S, Terada T. Physical Noninvasive Attacks on Photoplethysmogram by Computer Controlled Blood Pressure Cuff. Sensors 2023;23(24):9764 View
  211. Nourse R, Dingler T, Kelly J, Kwasnicka D, Maddison R. The Role of a Smart Health Ecosystem in Transforming the Management of Chronic Health Conditions. Journal of Medical Internet Research 2023;25:e44265 View
  212. Wang T, Wu H, Wang W, Chen C, Chien W, Chu C, Wu Y. Assessment of Heart Rate Monitoring During Exercise With Smart Wristbands and a Heart Rhythm Patch: Validation and Comparison Study. JMIR Formative Research 2023;7:e52519 View
  213. Peterson N, Bate D, Macintosh J, Trujillo Tanner C. Wearable Activity Trackers That Motivate Women to Increase Physical Activity: Mixed Methods Study. JMIR Formative Research 2023;7:e48704 View
  214. Regehr C, Bogo M, Paterson J, Birze A, Sewell K, Fallon B, Regehr G. Provoking Reflection in Action in Experienced Practitioners: An Educational Intervention. Journal of Social Work Education 2023:1 View
  215. Wong A, Tso W, Su J, Hui V, Chow K, Wong S, Wong B, Wong F, Fukumoto Y. Effectiveness of support from community health workers on the sustained use of a wearable monitoring device among community-dwelling older adults: A randomized trial protocol. PLOS ONE 2023;18(12):e0294517 View
  216. Kopp P, Möhler E, Gröpel P. Physical activity and mental health in school-aged children: a prospective two-wave study during the easing of the COVID-19 restrictions. Child and Adolescent Psychiatry and Mental Health 2024;18(1) View
  217. Mayorga-Vega D, Casado-Robles C, Guijarro-Romero S, Viciana J. Criterion-Related Validity of Consumer-Wearable Activity Trackers for Estimating Steps in Primary Schoolchildren under Controlled Conditions: Fit-Person Study. Journal of Sports Science and Medicine 2024:79 View
  218. Le T, Huynh P, Tomaselli L. Navigating the night: evaluating and accessing wearable sleep trackers for clinical use. SLEEP 2024;47(3) View
  219. Willingham T, Stowell J, Collier G, Backus D. Leveraging Emerging Technologies to Expand Accessibility and Improve Precision in Rehabilitation and Exercise for People with Disabilities. International Journal of Environmental Research and Public Health 2024;21(1):79 View
  220. Amat S, Busquier S, Orieshkin D. Detection, Measurement and Classification of Discontinuities of Signals Captured with Noise. Axioms 2024;13(1):63 View
  221. Junghans-Rutelonis A, Sim L, Harbeck-Weber C, Dresher E, Timm W, Weiss K. Feasibility of wearable activity tracking devices to measure physical activity and sleep change among adolescents with chronic pain—a pilot nonrandomized treatment study. Frontiers in Pain Research 2024;4 View
  222. Suau Q, Bianchini E, Bellier A, Chardon M, Milane T, Hansen C, Vuillerme N. Current Knowledge about ActiGraph GT9X Link Activity Monitor Accuracy and Validity in Measuring Steps and Energy Expenditure: A Systematic Review. Sensors 2024;24(3):825 View
  223. Shah R, Dixon C, Fowler M, Driesse T, Liang X, Summerour C, Gross D, Spangler H, Lynch D, Batsis J. Using Voice Assistant Systems to Improve Dietary Recall among Older Adults: Perspectives of Registered Dietitians. Journal of Nutrition in Gerontology and Geriatrics 2024;43(1):1 View
  224. Suzuki T, Rewley J, Sugibuchi K, Suzuki Y, Suzumura S, Tsurugi N, Okamura D, Node K, Mizuno A. Feedbacks Using behaviOral econOmic theories on STEP countS in Cardiovascular Disease Patients (FOOTSTEPS) Using Novel Daily Step Counts Retrieving System. International Heart Journal 2024;65(1):100 View
  225. Ali S, Khan R. IoT-Based Technologies for Addressing the Unique Healthcare Needs of the Elderly Population. International Journal of Artificial Intelligence and Machine Learning 2024;4(1):94 View
  226. McElwain N, Fisher M, Nebeker C, Bodway J, Islam B, Hasegawa-Johnson M. Evaluating Users’ Experiences of a Child Multimodal Wearable Device: Mixed Methods Approach. JMIR Human Factors 2024;11:e49316 View
  227. Ogata H, Negishi Y, Koizumi N, Nagayama H, Kaneko M, Kiyono K, Omi N. Individually optimized estimation of energy expenditure in rescue workers using a tri-axial accelerometer and heart rate monitor. Frontiers in Physiology 2024;15 View
  228. Ransom D, Tudor B, Irani S, Rehman M, Mularoni P, Ahumada L. Longitudinal Data Collection via Consumer-Grade Wearable Sensors in Adolescent Student-Athletes: Feasibility and Potential (Preprint). JMIR Formative Research 2023 View
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  230. Thomas D, Knight R, Gilbert J, Cornelis M, Gantz M, Burdekin K, Cummiskey K, Sumner S, Pathmasiri W, Sazonov E, Gabriel K, Dooley E, Green M, Pfluger A, Kleinberg S. Transforming Big Data into AI‐ready data for nutrition and obesity research. Obesity 2024 View
  231. Matsuda T, Miyamori T, Fujino Y, Nozu S, Kajiwara Y. Reliability and validity of muscle activity analysis using wearable electromyographs. Journal of Physical Therapy Science 2024;36(3):123 View
  232. Ralph‐Nearman C, Osborn K, Chang R, Barber K. Momentary physiological indices related to eating disorders: A systematic and methodological review. European Eating Disorders Review 2024 View
  233. Martins C, Silva L, Soares J, Pinto G, Abrantes C, Cardoso L, Pires M, Sousa H, Mota M. Walk or be walked by the dog? The attachment role. BMC Public Health 2024;24(1) View
  234. Triana A, Saramäki J, Glerean E, Hayward N. Neuroscience meets behavior: A systematic literature review on magnetic resonance imaging of the brain combined with real‐world digital phenotyping. Human Brain Mapping 2024;45(4) View
  235. Lang A, Bruhn R, Fehling M, Heidenreich A, Reisdorf J, Khanyaree I, Henningsen M, Remschmidt C. Feasibility Study on Menstrual Cycles With Fitbit Device (FEMFIT): Prospective Observational Cohort Study. JMIR mHealth and uHealth 2024;12:e50135 View
  236. Dederichs R, Voß J, Falz R. eHealth-Anwendungen zur Förderung körperlicher Aktivität nach viszeralen Operationen. Die Chirurgie 2024 View
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  238. Chellini A, Salmaso K, Di Domenico M, Gerbi N, Grillo L, Donati M, Iosa M. Embodimetrics: A Principal Component Analysis Study of the Combined Assessment of Cardiac, Cognitive and Mobility Parameters. Sensors 2024;24(6):1898 View
  239. Miyakoshi T, Ito Y. Assessing the current utilization status of wearable devices in clinical research. Clinical Trials 2024 View
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Books/Policy Documents

  1. Regalia G, Resnati D, Tognetti S. Encyclopedia of Sensors and Biosensors. View
  2. Marques A, Souto-Miranda S. Wearable Sensing and Intelligent Data Analysis for Respiratory Management. View
  3. Charlton P, Marozas V. Photoplethysmography. View
  4. Niwa M. Mobile Health (mHealth). View
  5. Bedolla J, Pines J. Evidence‐Based Emergency Care. View
  6. Prayaga C, Prayaga L, Wade A, Chamblee J, Rank K. Proceedings of the 4th International Conference on Data Science, Machine Learning and Applications. View
  7. Upson S, Kusupati V, Bime C. Comprehensive Precision Medicine. View