This paper is in the following e-collection/theme issue:

Fitness Trackers and Smart Pedometers/Accelerometers (569) mHealth for Wellness, Behavior Change and Prevention (2921) Wearable Devices and Sensors (901)

Published on in Vol 6, No 8 (2018): August

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/10527, first published .
Accuracy of Fitbit Devices: Systematic Review and Narrative Syntheses of Quantitative Data

Accuracy of Fitbit Devices: Systematic Review and Narrative Syntheses of Quantitative Data

Accuracy of Fitbit Devices: Systematic Review and Narrative Syntheses of Quantitative Data

Authors of this article:

Lynne M Feehan1, 2 Author Orcid Image ;   Jasmina Geldman2 Author Orcid Image ;   Eric C Sayre2 Author Orcid Image ;   Chance Park2 Author Orcid Image ;   Allison M Ezzat3, 4 Author Orcid Image ;   Ju Young Yoo2 Author Orcid Image ;   Clayon B Hamilton1, 2 Author Orcid Image ;   Linda C Li1, 2 Author Orcid Image
Article Authors Cited by (331) Tweetations (181) Metrics

Journals

  1. Liew S, Gorny A, Tan C, Müller-Riemenschneider F. A Mobile Health Team Challenge to Promote Stepping and Stair Climbing Activities: Exploratory Feasibility Study. JMIR mHealth and uHealth 2020;8(2):e12665 View
  2. Greenberg J, Mace R, Popok P, Kulich R, Patel K, Burns J, Somers T, Keefe F, Schatman M, Vrancenanu A. <p>Psychosocial Correlates of Objective, Performance-Based, and Patient-Reported Physical Function Among Patients with Heterogeneous Chronic Pain</p>. Journal of Pain Research 2020;Volume 13:2255 View
  3. Schwab M, Brindl N, Studier-Fischer A, Tu T, Gsenger J, Pilgrim M, Friedrich M, Frey P, Achilles C, Leuck A, Bürgel T, Feisst M, Klose C, Tenckhoff S, Dörr-Harim C, Mihaljevic A. Postoperative complications and mobilisation following major abdominal surgery with vs. without fitness tracker-based feedback (EXPELLIARMUS): study protocol for a student-led multicentre randomised controlled trial (CHIR-Net SIGMA study group). Trials 2020;21(1) View
  4. Patterson J, Wu H, Chung C, Bendich I, Barry J, Bini S. Wearable activity sensors and early pain after total joint arthroplasty. Arthroplasty Today 2020;6(1):68 View
  5. Rykov Y, Thach T, Dunleavy G, Roberts A, Christopoulos G, Soh C, Car J. Activity Tracker–Based Metrics as Digital Markers of Cardiometabolic Health: Cross-Sectional Study. JMIR mHealth and uHealth 2020;8(1):e16409 View
  6. Herkert C, Kraal J, van Loon E, van Hooff M, Kemps H. Usefulness of Modern Activity Trackers for Monitoring Exercise Behavior in Chronic Cardiac Patients: Validation Study. JMIR mHealth and uHealth 2019;7(12):e15045 View
  7. Doryab A, Villalba D, Chikersal P, Dutcher J, Tumminia M, Liu X, Cohen S, Creswell K, Mankoff J, Creswell J, Dey A. Identifying Behavioral Phenotypes of Loneliness and Social Isolation with Passive Sensing: Statistical Analysis, Data Mining and Machine Learning of Smartphone and Fitbit Data. JMIR mHealth and uHealth 2019;7(7):e13209 View
  8. 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
  9. Kline K, Moorman V. Evaluation of a Commercial Activity Monitor for Determining Step Counts in Horses. Journal of Equine Veterinary Science 2020;95:103272 View
  10. Silveira S, Motl R. Activity monitor use among persons with multiple sclerosis: Report on rate, pattern, and association with physical activity levels. Multiple Sclerosis Journal - Experimental, Translational and Clinical 2019;5(4) View
  11. Azza Y, Grueschow M, Karlen W, Seifritz E, Kleim B. How stress affects sleep and mental health: nocturnal heart rate increases during prolonged stress and interacts with childhood trauma exposure to predict anxiety. Sleep 2020;43(6) View
  12. 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
  13. Vollmer-Conna U, Beilharz J, Cvejic E, Macnamara C, Doherty M, Steel Z, Hadzi-Pavlovic D, Harvey S, Parker G. The well-being of medical students: A biopsychosocial approach. Australian & New Zealand Journal of Psychiatry 2020;54(10):997 View
  14. O’Driscoll R, Turicchi J, Duarte C, Michalowska J, Larsen S, Palmeira A, Heitmann B, Horgan G, Stubbs R, Najafi B. A novel scaling methodology to reduce the biases associated with missing data from commercial activity monitors. PLOS ONE 2020;15(6):e0235144 View
  15. Michalsen H, Wangberg S, Hartvigsen G, Jaccheri L, Muzny M, Henriksen A, Olsen M, Thrane G, Jahnsen R, Pettersen G, Arntzen C, Anke A. Physical Activity With Tailored mHealth Support for Individuals With Intellectual Disabilities: Protocol for a Randomized Controlled Trial. JMIR Research Protocols 2020;9(6):e19213 View
  16. Reed J, Dinkel D, Bice M, Estabrooks P, Pozehl B, Heelan K. Perceptions of participants and staff of implementing a physical activity program in rural primary care. Evaluation and Program Planning 2020;79:101772 View
  17. Bonten T, Rauwerdink A, Wyatt J, Kasteleyn M, Witkamp L, Riper H, van Gemert-Pijnen L, Cresswell K, Sheikh A, Schijven M, Chavannes N. Online Guide for Electronic Health Evaluation Approaches: Systematic Scoping Review and Concept Mapping Study. Journal of Medical Internet Research 2020;22(8):e17774 View
  18. Whittle R. Distance travelled by military recruits during basic training is a significant risk factor for lower limb overuse injury. BMJ Military Health 2022;168(5):343 View
  19. 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
  20. Turicchi J, O'Driscoll R, Horgan G, Duarte C, Santos I, Encantado J, Palmeira A, Larsen S, Olsen J, Heitmann B, Stubbs R. Body weight variability is not associated with changes in risk factors for cardiometabolic disease. International Journal of Cardiology Hypertension 2020;6:100045 View
  21. Semanik P, Lee J, Pellegrini C, Song J, Dunlop D, Chang R. Comparison of Physical Activity Measures Derived From the Fitbit Flex and the ActiGraph GT3X+ in an Employee Population With Chronic Knee Symptoms. ACR Open Rheumatology 2020;2(1):48 View
  22. Lozano-Lozano M, Cantarero-Villanueva I, Martin-Martin L, Galiano-Castillo N, Sanchez M, Fernández-Lao C, Postigo-Martin P, Arroyo-Morales M. A Mobile System to Improve Quality of Life Via Energy Balance in Breast Cancer Survivors (BENECA mHealth): Prospective Test-Retest Quasiexperimental Feasibility Study. JMIR mHealth and uHealth 2019;7(6):e14136 View
  23. Baek S, Ha Y, Park H. Accuracy of Wearable Devices for Measuring Heart Rate During Conventional and Nordic Walking. PM&R 2021;13(4):379 View
  24. Junaid H, Bulla A, Benjamin M, Wind T, Nazaruk D. Using Self-Management and Social Media to Increase Steps in Sedentary College Students. Behavior Analysis in Practice 2021;14(3):734 View
  25. Jones D, Hart H, Crossley K, Ackerman I, Kemp J. What is the Agreement Between Two Generations of Commercial Accelerometer in a Free-Living Environment for Young to Middle-Aged Adults?. Journal for the Measurement of Physical Behaviour 2019;2(2):49 View
  26. Tamura T. Wearable oxygen uptake and energy expenditure monitors. Physiological Measurement 2019;40(8):08TR01 View
  27. Haghayegh S, Khoshnevis S, Smolensky M, Diller K, Castriotta R. Performance assessment of new-generation Fitbit technology in deriving sleep parameters and stages. Chronobiology International 2020;37(1):47 View
  28. Blondeel A, Demeyer H, Janssens W, Troosters T, Cavalheri V. Accuracy of consumer-based activity trackers as measuring tool and coaching device in patients with COPD and healthy controls. PLOS ONE 2020;15(8):e0236676 View
  29. Brickwood K, Watson G, O'Brien J, Williams A. Consumer-Based Wearable Activity Trackers Increase Physical Activity Participation: Systematic Review and Meta-Analysis. JMIR mHealth and uHealth 2019;7(4):e11819 View
  30. Mosler A, Kemp J, King M, Lawrenson P, Semciw A, Freke M, Jones D, Casartelli N, Wörner T, Ishøi L, Ageberg E, Diamond L, Hunt M, Di Stasi S, Reiman M, Drew M, Friedman D, Thorborg K, Leunig M, Bizzini M, Khan K, Crossley K, Agricola R, Bloom N, Dijkstra H, Griffin D, Gojanovic B, Harris-Hayes M, Heerey J, Hölmich P, Impellizzeri F, Kassarjian A, Warholm K, Mayes S, Moksnes H, Risberg M, Scholes M, Serner A, van Klij P, Lewis C. Standardised measurement of physical capacity in young and middle-aged active adults with hip-related pain: recommendations from the first International Hip-related Pain Research Network (IHiPRN) meeting, Zurich, 2018. British Journal of Sports Medicine 2020;54(12):702 View
  31. Brazendale K, Beets M, Weaver R, Perry M, Tyler E, Hunt E, Decker L, Chaput J. Comparing measures of free-living sleep in school-aged children. Sleep Medicine 2019;60:197 View
  32. Ringeval M, Wagner G, Denford J, Paré G, Kitsiou S. Fitbit-Based Interventions for Healthy Lifestyle Outcomes: Systematic Review and Meta-Analysis. Journal of Medical Internet Research 2020;22(10):e23954 View
  33. Bauer M, Glenn T, Geddes J, Gitlin M, Grof P, Kessing L, Monteith S, Faurholt-Jepsen M, Severus E, Whybrow P. Smartphones in mental health: a critical review of background issues, current status and future concerns. International Journal of Bipolar Disorders 2020;8(1) View
  34. Nemec E, Thomas M, Gile K, Tong J, Mattison M. Examining the Relationship Between Biometric Indicators and Pharmacy Students' Academic Performance. American Journal of Pharmaceutical Education 2020;84(5):7683 View
  35. Henriksen A, Sand A, Deraas T, Grimsgaard S, Hartvigsen G, Hopstock L. Succeeding with prolonged usage of consumer-based activity trackers in clinical studies: a mixed methods approach. BMC Public Health 2020;20(1) View
  36. Jonker L, Hendriks S, Lahr M, van Munster B, de Bock G, van Leeuwen B. Postoperative recovery of accelerometer-based physical activity in older cancer patients. European Journal of Surgical Oncology 2020;46(11):2083 View
  37. Khundaqji H, Hing W, Furness J, Climstein M. Smart Shirts for Monitoring Physiological Parameters: Scoping Review. JMIR mHealth and uHealth 2020;8(5):e18092 View
  38. Foster K, Torous J. The Opportunity and Obstacles for Smartwatches and Wearable Sensors. IEEE Pulse 2019;10(1):22 View
  39. Tang M, Moore K, McGavigan A, Clark R, Ganesan A. Effectiveness of Wearable Trackers on Physical Activity in Healthy Adults: Systematic Review and Meta-Analysis of Randomized Controlled Trials. JMIR mHealth and uHealth 2020;8(7):e15576 View
  40. Mikkelsen M, Berg-Beckhoff G, Frederiksen P, Horgan G, O’Driscoll R, Palmeira A, Scott S, Stubbs J, Heitmann B, Larsen S, Bergman P. Estimating physical activity and sedentary behaviour in a free-living environment: A comparative study between Fitbit Charge 2 and Actigraph GT3X. PLOS ONE 2020;15(6):e0234426 View
  41. Tedesco S, Sica M, Ancillao A, Timmons S, Barton J, O'Flynn B. Validity Evaluation of the Fitbit Charge2 and the Garmin vivosmart HR+ in Free-Living Environments in an Older Adult Cohort. JMIR mHealth and uHealth 2019;7(6):e13084 View
  42. Faust L, Wang C, Hachen D, Lizardo O, Chawla N. Physical Activity Trend eXtraction: A Framework for Extracting Moderate-Vigorous Physical Activity Trends From Wearable Fitness Tracker Data. JMIR mHealth and uHealth 2019;7(3):e11075 View
  43. Qureshi S, Purdy N, Neumann W. Development of a Methodology for Healthcare System Simulations to Quantify Nurse Workload and Quality of Care. IISE Transactions on Occupational Ergonomics and Human Factors 2020;8(1):27 View
  44. Lee S, Ha Y, Jung M, Yang S, Kang W. The Effects of a Mobile Wellness Intervention with Fitbit Use and Goal Setting for Workers. Telemedicine and e-Health 2019;25(11):1115 View
  45. Elmagboul N, Coburn B, Foster J, Mudano A, Melnick J, Bergman D, Yang S, Chen L, Filby C, Mikuls T, Curtis J, Saag K. Physical activity measured using wearable activity tracking devices associated with gout flares. Arthritis Research & Therapy 2020;22(1) View
  46. Faust L, Feldman K, Mattingly S, Hachen D, V. Chawla N. Deviations from normal bedtimes are associated with short-term increases in resting heart rate. npj Digital Medicine 2020;3(1) View
  47. Singhal A, Cowie M. The Role of Wearables in Heart Failure. Current Heart Failure Reports 2020;17(4):125 View
  48. Mittlesteadt J, Bambach S, Dawes A, Wentzel E, Debs A, Sezgin E, Digby D, Huang Y, Ganger A, Bhatnagar S, Ehrenberg L, Nunley S, Glynn P, Lin S, Rust S, Patel A. Evaluation of an Activity Tracker to Detect Seizures Using Machine Learning. Journal of Child Neurology 2020;35(13):873 View
  49. Tedesco S, Sica M, Ancillao A, Timmons S, Barton J, O’Flynn B, Najafi B. Accuracy of consumer-level and research-grade activity trackers in ambulatory settings in older adults. PLOS ONE 2019;14(5):e0216891 View
  50. Darvall J, Wang A, Nazeem M, Harrison C, Clarke L, Mendoza C, Parker A, Harrap B, Teale G, Story D, Hessian E. A Pedometer-Guided Physical Activity Intervention for Obese Pregnant Women (the Fit MUM Study): Randomized Feasibility Study. JMIR mHealth and uHealth 2020;8(5):e15112 View
  51. Henriksen A, Grimsgaard S, Horsch A, Hartvigsen G, Hopstock L. Validity of the Polar M430 Activity Monitor in Free-Living Conditions: Validation Study. JMIR Formative Research 2019;3(3):e14438 View
  52. Kwon S, Ahn J, Lee S, Lee J, Lee D, Hong J, Kim H, Yoon H. Estimating Maximal Oxygen Uptake From Daily Activity Data Measured by a Watch-Type Fitness Tracker: Cross-Sectional Study. JMIR mHealth and uHealth 2019;7(6):e13327 View
  53. Arumugam S, Colburn D, Sia S. Biosensors for Personal Mobile Health: A System Architecture Perspective. Advanced Materials Technologies 2020;5(3) View
  54. Rüdiger S, Stuckenschneider T, Abeln V, Askew C, Wollseiffen P, Schneider S. Validation of a widely used heart rate monitor to track steps in older adults. The Journal of Sports Medicine and Physical Fitness 2019;59(10) View
  55. Kim B, Kwon H, Chun M, Park K, Lim S, Jeong J, Kim G. White Matter Integrity Is Associated With the Amount of Physical Activity in Older Adults With Super-aging. Frontiers in Aging Neuroscience 2020;12 View
  56. Feng S, Yi J, Deitz G, Ding L, Van Gelder R, Menda S. Relationships Between Sleep, Activity, and Burnout in Ophthalmology Residents. Journal of Surgical Education 2021;78(3):1035 View
  57. Collins J, Yang H, Trentadue T, Gong Y, Losina E, Parmenter B. Validation of the Fitbit Charge 2 compared to the ActiGraph GT3X+ in older adults with knee osteoarthritis in free-living conditions. PLOS ONE 2019;14(1):e0211231 View
  58. Thota D. Evaluating the Relationship Between Fitbit Sleep Data and Self-Reported Mood, Sleep, and Environmental Contextual Factors in Healthy Adults: Pilot Observational Cohort Study. JMIR Formative Research 2020;4(9):e18086 View
  59. Buckingham S, Morrissey K, Williams A, Price L, Harrison J. The Physical Activity Wearables in the Police Force (PAW-Force) study: acceptability and impact. BMC Public Health 2020;20(1) View
  60. Sjöberg V, Westergren J, Monnier A, Lo Martire R, Hagströmer M, Äng B, Vixner L. Wrist-Worn Activity Trackers in Laboratory and Free-Living Settings for Patients With Chronic Pain: Criterion Validity Study. JMIR mHealth and uHealth 2021;9(1):e24806 View
  61. Weisberg A, Campelo A, Bhaidani T, Katz L. Physical Activity Tracking Wristbands for Use in Research With Older Adults: An Overview and Recommendations. Journal for the Measurement of Physical Behaviour 2020;3(4):265 View
  62. Rahimy E, Usoz M, von Eyben R, Fujimoto D, Watanabe D, Karam A, Jairam-Thodla A, Mills M, Dorigo O, Diver E, Teng N, English D, Kidd E. Phase II trial evaluating efficacy of a Fitbit program for improving the health of endometrial cancer survivors. Gynecologic Oncology 2021;161(1):275 View
  63. Twomey R, Culos-Reed S, Daun J, Ferber R, Dort J. Wearable activity trackers and mobilization after major head and neck cancer surgery: You can't improve what you don't measure. International Journal of Surgery 2020;84:120 View
  64. Tan L, Tivey D, Kopunic H, Babidge W, Langley S, Maddern G. Part 1: Artificial intelligence technology in surgery. ANZ Journal of Surgery 2020;90(12):2409 View
  65. Viceconti M, Hernandez Penna S, Dartee W, Mazzà C, Caulfield B, Becker C, Maetzler W, Garcia-Aymerich J, Davico G, Rochester L. Toward a Regulatory Qualification of Real-World Mobility Performance Biomarkers in Parkinson’s Patients Using Digital Mobility Outcomes. Sensors 2020;20(20):5920 View
  66. Biondi A, Laiou P, Bruno E, Viana P, Schreuder M, Hart W, Nurse E, Pal D, Richardson M. Remote and Long-Term Self-Monitoring of Electroencephalographic and Noninvasive Measurable Variables at Home in Patients With Epilepsy (EEG@HOME): Protocol for an Observational Study. JMIR Research Protocols 2021;10(3):e25309 View
  67. Shapiro A, Bradshaw B, Landes S, Kammann P, Bois De Fer B, Lee W, Lange R. A novel digital approach to describe real world outcomes among patients with constipation. npj Digital Medicine 2021;4(1) View
  68. McVeigh J, Ellis J, Ross C, Tang K, Wan P, Halse R, Dhaliwal S, Kerr D, Straker L. Convergent Validity of the Fitbit Charge 2 to Measure Sedentary Behavior and Physical Activity in Overweight and Obese Adults. Journal for the Measurement of Physical Behaviour 2021;4(1):39 View
  69. 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
  70. Fowler S, Walker S, Jones T, Gell L. Sleep in Aneurysmal Subarachnoid Hemorrhage Patients During Critical and Acute Care. Dimensions of Critical Care Nursing 2021;40(2):118 View
  71. Fore R, Hart J, Choirat C, Thompson J, Lynch K, Laden F, Chavarro J, James P. Embedding Mobile Health Technology into the Nurses' Health Study 3 to Study Behavioral Risk Factors for Cancer. Cancer Epidemiology, Biomarkers & Prevention 2020;29(4):736 View
  72. Hartung V, Sarshar M, Karle V, Shammas L, Rashid A, Roullier P, Eilers C, Mäurer M, Flachenecker P, Pfeifer K, Tallner A. Validity of Consumer Activity Monitors and an Algorithm Using Smartphone Data for Measuring Steps during Different Activity Types. International Journal of Environmental Research and Public Health 2020;17(24):9314 View
  73. Ma J, Chan A, Sandhu A, Li L. Wearable Physical Activity Measurement Devices Used in Arthritis. Arthritis Care & Research 2020;72(S10):703 View
  74. Venetsanou F, Emmanouilidou K, Soutos K, Sotiriou S, Bastida L, Moya A, Kambas A. Towards a Functional Approach to the Assessment of Daily Life Physical Activity in Children: Are the PAQ-C and Fitbit Flex-2 Technically Adequate?. International Journal of Environmental Research and Public Health 2020;17(22):8503 View
  75. Carlin T, Vuillerme N. Step and Distance Measurement From a Low-Cost Consumer-Based Hip and Wrist Activity Monitor: Protocol for a Validity and Reliability Assessment. JMIR Research Protocols 2021;10(1):e21262 View
  76. Lang C, Barth J, Holleran C, Konrad J, Bland M. Implementation of Wearable Sensing Technology for Movement: Pushing Forward into the Routine Physical Rehabilitation Care Field. Sensors 2020;20(20):5744 View
  77. Ong J, Lau T, Massar S, Chong Z, Ng B, Koek D, Zhao W, Yeo B, Cheong K, Chee M. COVID-19-related mobility reduction: heterogenous effects on sleep and physical activity rhythms. Sleep 2021;44(2) View
  78. Schumacher L, Thomas C, Ainsworth M, Arigo D. Social predictors of daily relations between college women’s physical activity intentions and behavior. Journal of Behavioral Medicine 2021;44(2):270 View
  79. Lam T, Cheema B, Hayden A, Lord S, Gurney H, Gounden S, Reddy N, Shahidipour H, Read S, Stone G, McLean M, Birzniece V. Androgen deprivation in prostate cancer: benefits of home-based resistance training. Sports Medicine - Open 2020;6(1) View
  80. Mair J, Campbell A, Hayes L, Sculthorpe N. The Power of Wearables: Is it Time to Use Commercially Available Activity Tracker Data Retrospectively to Understand Population Physical Activity Patterns?. SSRN Electronic Journal 2021 View
  81. Spencer J, Staffileno B. Exercise Intervention: A Pilot Study to Assess the Feasibility and Impact on Cancer-Related Fatigue and Quality of Life Among Patients With High-Grade Glioma. Clinical Journal of Oncology Nursing 2021;25(2):194 View
  82. McClung H, Raynor H, Volpe S, Dwyer J, Papoutsakis C. A Primer for the Evaluation and Integration of Dietary Intake and Physical Activity Digital Measurement Tools into Nutrition and Dietetics Practice. Journal of the Academy of Nutrition and Dietetics 2022;122(1):207 View
  83. St Fleur R, St George S, Leite R, Kobayashi M, Agosto Y, Jake-Schoffman D. Use of Fitbit Devices in Physical Activity Intervention Studies Across the Life Course: Narrative Review. JMIR mHealth and uHealth 2021;9(5):e23411 View
  84. Allen R, Burney C, Davis A, Henkin J, Kelly J, Judd B, Ivatury S. Deep Sleep and Beeps: Sleep Quality Improvement Project in General Surgery Patients. Journal of the American College of Surgeons 2021;232(6):882 View
  85. Pino-Ortega J, Gómez-Carmona C, Rico-González M. Accuracy of Xiaomi Mi Band 2.0, 3.0 and 4.0 to measure step count and distance for physical activity and healthcare in adults over 65 years. Gait & Posture 2021;87:6 View
  86. Fiedler J, Eckert T, Burchartz A, Woll A, Wunsch K. Comparison of Self-Reported and Device-Based Measured Physical Activity Using Measures of Stability, Reliability, and Validity in Adults and Children. Sensors 2021;21(8):2672 View
  87. Browne J, Battaglini C, Jarskog L, Sheeran P, Abrantes A, McDermott J, Elliott T, Gonzalez O, Penn D. Targeting physical health in schizophrenia: Results from the Physical Activity Can Enhance Life (PACE-Life) 24-week open trial. Mental Health and Physical Activity 2021;20:100393 View
  88. Hogan J, Grant G, Kelly F, O’Hare J. A time in motion study of impact of robotics on medication supply in an Australian hospital pharmacy. Journal of Pharmacy Practice and Research 2021;51(2):129 View
  89. Reynolds R, Smith V, Macniven R, Judd J. Comparison of free‐living physical activity data obtained from a Fitbit Zip, the Apple iPhone Health app and a modified Bouchard Activity Record. Health Promotion Journal of Australia 2022;33(1):51 View
  90. Singhal A, Cowie M. Digital Health: Implications for Heart Failure Management. Cardiac Failure Review 2021;7 View
  91. Hibbing P, Lamoureux N, Matthews C, Welk G. Protocol and Data Description: The Free-Living Activity Study for Health. Journal for the Measurement of Physical Behaviour 2021;4(3):197 View
  92. Chevance G, Baretta D, Heino M, Perski O, Olthof M, Klasnja P, Hekler E, Godino J, Jan Y. Characterizing and predicting person-specific, day-to-day, fluctuations in walking behavior. PLOS ONE 2021;16(5):e0251659 View
  93. 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
  94. Hakala S, Kivistö H, Paajanen T, Kankainen A, Anttila M, Heinonen A, Sjögren T. Effectiveness of Distance Technology in Promoting Physical Activity in Cardiovascular Disease Rehabilitation: Cluster Randomized Controlled Trial, A Pilot Study. JMIR Rehabilitation and Assistive Technologies 2021;8(2):e20299 View
  95. Walsh J, Richmond J, Mc Sharry J, Groarke A, Glynn L, Kelly M, Harney O, Groarke J. Examining the Impact of an mHealth Behavior Change Intervention With a Brief In-Person Component for Cancer Survivors With Overweight or Obesity: Randomized Controlled Trial. JMIR mHealth and uHealth 2021;9(7):e24915 View
  96. Rhodes R, Blanchard C, Quinlan A, Symons Downs D, Warburton D, Beauchamp M. Couple-Based Physical Activity Planning for New Parents: A Randomized Trial. American Journal of Preventive Medicine 2021;61(4):518 View
  97. Hagemann N, Kirtley O, Lafit G, Wampers M, Achterhof R, Hermans K, Hiekkaranta A, Lecei A, Vancampfort D, Myin-Germeys I. Objectively measured physical activity and symptoms of psychopathology in general population adolescents from the SIGMA cohort. Mental Health and Physical Activity 2021;21:100416 View
  98. Jourdan T, Debs N, Frindel C. The Contribution of Machine Learning in the Validation of Commercial Wearable Sensors for Gait Monitoring in Patients: A Systematic Review. Sensors 2021;21(14):4808 View
  99. Rykov Y, Thach T, Bojic I, Christopoulos G, Car J. Digital Biomarkers for Depression Screening With Wearable Devices: Cross-sectional Study With Machine Learning Modeling. JMIR mHealth and uHealth 2021;9(10):e24872 View
  100. Farmer C, van den Berg M, Vuu S, Barr C. A study of the accuracy of the Fitbit Zip in measuring steps both indoors and outdoors in a mixed rehabilitation population. Clinical Rehabilitation 2022;36(1):125 View
  101. Adamakis M. Criterion Validity of iOS and Android Applications to Measure Steps and Distance in Adults. Technologies 2021;9(3):55 View
  102. Parsons B, Nagelhout E, Wankier A, Hu N, Lensink R, Zhu A, Nottingham K, Grossman D, Jensen J, Wu Y. Reactivity to UV Radiation Exposure Monitoring Using Personal Exposure Devices for Skin Cancer Prevention: Longitudinal Observational Study. JMIR mHealth and uHealth 2021;9(9):e29694 View
  103. O'Driscoll R, Turicchi J, Hopkins M, Duarte C, Horgan G, Finlayson G, Stubbs R. Comparison of the Validity and Generalizability of Machine Learning Algorithms for the Prediction of Energy Expenditure: Validation Study. JMIR mHealth and uHealth 2021;9(8):e23938 View
  104. Anchouche K, Elharram M, Oulousian E, Razaghizad A, Avram R, Marquis-Gravel G, Randhawa V, Nkulikiyinka R, Ni W, Fiuzat M, O'Connor C, Psotka M, Fox J, Tyl B, Kao D, Sharma A. Use of Actigraphy (Wearable Digital Sensors to Monitor Activity) in Heart Failure Randomized Clinical Trials: A Scoping Review. Canadian Journal of Cardiology 2021;37(9):1438 View
  105. Curran M, Tierney A, Collins L, Kennedy L, McDonnell C, Sheikhi A, Walsh C, Casserly B, Cahalan R. Accuracy of the ActivPAL and Fitbit Charge 2 in measuring step count in Cystic Fibrosis. Physiotherapy Theory and Practice 2022;38(13):2962 View
  106. Minen M, Stieglitz E. Wearables for Neurologic Conditions. Neurology Clinical Practice 2021;11(4) View
  107. Abrantes A, Van Noppen D, Bailey G, Uebelacker L, Buman M, Stein M. A feasibility study of a peer-facilitated physical activity intervention in methadone maintenance. Mental Health and Physical Activity 2021;21:100419 View
  108. Sokas D, Paliakaitė B, Rapalis A, Marozas V, Bailón R, Petrėnas A. Detection of Walk Tests in Free-Living Activities Using a Wrist-Worn Device. Frontiers in Physiology 2021;12 View
  109. Garza J, Wu Z, Singh M, Cherniack M. Comparison of the Wrist-Worn Fitbit Charge 2 and the Waist-Worn Actigraph GTX3 for Measuring Steps Taken in Occupational Settings. Annals of Work Exposures and Health 2022;66(2):281 View
  110. Hojjatinia S, Lee A, Hojjatinia S, Lagoa C, Brunke-Reese D, Conroy D. Physical Activity Dynamics During a Digital Messaging Intervention Changed After the Pandemic Declaration. Annals of Behavioral Medicine 2022;56(11):1188 View
  111. Cavanna F, Muller S, de la Fuente L, Zamberlan F, Palmucci M, Janeckova L, Kuchar M, Pallavicini C, Tagliazucchi E. Microdosing with psilocybin mushrooms: a double-blind placebo-controlled study. Translational Psychiatry 2022;12(1) View
  112. Sun X, Adams S, Li C, Booth J, Robertson J, Fawkner S. Validity of the Fitbit Ace and Moki Devices for Assessing Steps During Different Walking Conditions in Young Adolescents. Pediatric Exercise Science 2022;34(1):1 View
  113. Saygin D, Rockette-Wagner B, Oddis C, Neiman N, Koontz D, Moghadam-Kia S, Aggarwal R. Consumer-based activity trackers in evaluation of physical activity in myositis patients. Rheumatology 2022;61(7):2951 View
  114. Sano N, Taniguchi T, Nakazono H, Liew B. Influence of upper limb activity on the step count and accuracy of sleep time of a wristband-type physical activity tracker. PLOS ONE 2022;17(7):e0271155 View
  115. Richter J, Becker A, Schneider M, Chehab G. Activity tracker in Rheumatology—‘new’ data for improved patient management in routine care?. Rheumatology 2022;61(7):2712 View
  116. Mark V, Mark V. Functional neurological disorder: Extending the diagnosis to other disorders, and proposing an alternate disease term—Attentionally-modifiable disorder. NeuroRehabilitation 2022;50(2):179 View
  117. Berry E, Marshall H, Mullany S, Torres S, Schmidt J, Thomson D, Knight L, Hollitt G, Qassim A, Ridge B, Schulz A, Hassall M, Nguyen T, Lake S, Mills R, Agar A, Galanopoulos A, Landers J, Healey P, Graham S, Hewitt A, MacGregor S, Casson R, Siggs O, Craig J. Physical Activity Is Associated With Macular Thickness: A Multi-Cohort Observational Study. Investigative Opthalmology & Visual Science 2023;64(3):11 View
  118. Sylvia L, Gold A, Rakhilin M, Amado S, Modrow M, Albury E, George N, Peters A, Selvaggi C, Horick N, Rabideau D, Dohse H, Tovey R, Turner J, Schopfer D, Pletcher M, Katz D, Deckersbach T, Nierenberg A. Healthy hearts healthy minds: A randomized trial of online interventions to improve physical activity. Journal of Psychosomatic Research 2023;164:111110 View
  119. Bliudzius A, Svaikeviciene K, Puronaite R, Kasiulevicius V. Physical Activity Evaluation Using Activity Trackers for Type 2 Diabetes Prevention in Patients with Prediabetes. International Journal of Environmental Research and Public Health 2022;19(14):8251 View
  120. Fernandes L, Villadsen A, Holm C, Sørensen M, Zebis M, Andersen L, Mørk Petersen M. Work ability and physical activity after major bone sarcoma resection and reconstruction with tumour prosthesis of the lower extremities. A cross-sectional study. Disability and Rehabilitation 2023;45(16):2597 View
  121. Saito T, Suzuki H, Kishi A. Predictive Modeling of Mental Illness Onset Using Wearable Devices and Medical Examination Data: Machine Learning Approach. Frontiers in Digital Health 2022;4 View
  122. Alarie C, Gagnon I, Guise E, McKerral M, Kersalé M, Hoog B, Swaine B. A Remotely Delivered Progressive Walking Intervention for Adults With Persistent Symptoms of a Mild Traumatic Brain Injury: Feasibility and Exploration of Its Impact. Frontiers in Rehabilitation Sciences 2022;3 View
  123. Griffiths C, da Silva K, Leathlean C, Jiang H, Ang C, Searle R. Investigation of physical activity, sleep, and mental health recovery in treatment resistant depression (TRD) patients receiving repetitive transcranial magnetic stimulation (rTMS) treatment. Journal of Affective Disorders Reports 2022;8:100337 View
  124. Strain T, Wijndaele K, Pearce M, Brage S. Considerations for the Use of Consumer-Grade Wearables and Smartphones in Population Surveillance of Physical Activity. Journal for the Measurement of Physical Behaviour 2022;5(1):8 View
  125. Mähs M, Pithan J, Bergmann I, Gabrys L, Graf J, Hölzemann A, Van Laerhoven K, Otto-Hagemann S, Popescu M, Schwermann L, Wenz B, Pahmeier I, Teti A. Activity tracker-based intervention to increase physical activity in patients with type 2 diabetes and healthy individuals: study protocol for a randomized controlled trial. Trials 2022;23(1) View
  126. Leese J, Geldman J, Zhu S, Macdonald G, Pourrahmat M, Townsend A, Backman C, Nimmon L, Li L. Perspectives of Persons With Arthritis on the Use of Wearable Technology to Self Monitor Physical Activity: A Qualitative Evidence Synthesis. Arthritis Care & Research 2022;74(9):1520 View
  127. McBeath K, Angermann C, Cowie M. Digital Technologies to Support Better Outcome and Experience of Care in Patients with Heart Failure. Current Heart Failure Reports 2022;19(3):75 View
  128. Brakenridge C, Salim A, Healy G, Grigg R, Carver A, Rickards K, Owen N, Dunstan D. The Associations of COVID-19 Lockdown Restrictions With Longer-Term Activity Levels of Working Adults With Type 2 Diabetes: Cohort Study. JMIR Diabetes 2022;7(2):e36181 View
  129. Mattison G, Canfell O, Forrester D, Dobbins C, Smith D, Töyräs J, Sullivan C. The Influence of Wearables on Health Care Outcomes in Chronic Disease: Systematic Review. Journal of Medical Internet Research 2022;24(7):e36690 View
  130. Henriksen A, Svartdal F, Grimsgaard S, Hartvigsen G, Hopstock L. Polar Vantage and Oura Physical Activity and Sleep Trackers: Validation and Comparison Study. JMIR Formative Research 2022;6(5):e27248 View
  131. Thorpe D, Fouyaxis J, Lipschitz J, Nielson A, Li W, Murphy S, Bidargaddi N. Cost and Effort Considerations for the Development of Intervention Studies Using Mobile Health Platforms: Pragmatic Case Study. JMIR Formative Research 2022;6(3):e29988 View
  132. Leung W, Case L, Sung M, Jung J. A meta-analysis of Fitbit devices: same company, different models, different validity evidence. Journal of Medical Engineering & Technology 2022;46(2):102 View
  133. Belan M, Gélinas M, Carranza-Mamane B, Langlois M, Morisset A, Ruchat S, Lavoie K, Adamo K, Poder T, Gallagher F, Pesant M, Jean-Denis F, Baillargeon J. Protocol of the Fit-For-Fertility study: a multicentre randomised controlled trial assessing a lifestyle programme targeting women with obesity and infertility. BMJ Open 2022;12(4):e061554 View
  134. Prado R, Knebel M, Ribeiro E, Teixeira I, Sasaki J, Araújo L, Guerra P, Florindo A. Smartphone apps for tracking physical activity and sedentary behavior: A criterion validity review. Revista Brasileira de Atividade Física & Saúde 2022;27:1 View
  135. Horwitz A, Czyz E, Al-Dajani N, Dempsey W, Zhao Z, Nahum-Shani I, Sen S. Utilizing daily mood diaries and wearable sensor data to predict depression and suicidal ideation among medical interns. Journal of Affective Disorders 2022;313:1 View
  136. Mair J, Hayes L, Campbell A, Sculthorpe N. Should We Use Activity Tracker Data From Smartphones and Wearables to Understand Population Physical Activity Patterns?. Journal for the Measurement of Physical Behaviour 2022;5(1):3 View
  137. Roberts-Lewis S, White C, Ashworth M, Rose M. Validity of Fitbit activity monitoring for adults with progressive muscle diseases. Disability and Rehabilitation 2022;44(24):7543 View
  138. Kringle E, Tucker D, Wu Y, Lv N, Kannampallil T, Barve A, Dosala S, Wittels N, Dai R, Ma J. Associations between daily step count trajectories and clinical outcomes among adults with comorbid obesity and depression. Mental Health and Physical Activity 2023;24:100512 View
  139. Broderick J, Haberlin C, O Donnell D. Feasibility and preliminary efficacy of a physiotherapy-led remotely delivered physical activity intervention in cancer survivors using wearable technology. The IMPETUS trial. Physiotherapy Theory and Practice 2024;40(5):929 View
  140. Chevance G, Golaszewski N, Tipton E, Hekler E, Buman M, Welk G, Patrick K, Godino J. Accuracy and Precision of Energy Expenditure, Heart Rate, and Steps Measured by Combined-Sensing Fitbits Against Reference Measures: Systematic Review and Meta-analysis. JMIR mHealth and uHealth 2022;10(4):e35626 View
  141. Somani S, Yu K, Chiu A, Sykes K, Villwock J. Consumer Wearables for Patient Monitoring in Otolaryngology: A State of the Art Review. Otolaryngology–Head and Neck Surgery 2022;167(4):620 View
  142. Giurgiu M, Nigg C, Fiedler J, Timm I, Rulf E, Bussmann J, Nigg C, Woll A, Ebner-Priemer U. The Assessment of 24-Hr Physical Behavior in Children and Adolescents via Wearables: A Systematic Review of Laboratory Validation Studies. Journal for the Measurement of Physical Behaviour 2022;5(4):263 View
  143. Shook R, Yeh H, Welk G, Davis A, Ries D. Commercial Devices Provide Estimates of Energy Balance with Varying Degrees of Validity in Free-Living Adults. The Journal of Nutrition 2022;152(2):630 View
  144. Haq A, Ribbans W, Hohenauer E, Baross A. The Comparative Effect of Different Timings of Whole Body Cryotherapy Treatment With Cold Water Immersion for Post-Exercise Recovery. Frontiers in Sports and Active Living 2022;4 View
  145. Hughes A, Shandhi M, Master H, Dunn J, Brittain E. Wearable Devices in Cardiovascular Medicine. Circulation Research 2023;132(5):652 View
  146. Ma J, Floegel T, Li L, Leese J, De Vera M, Beauchamp M, Taunton J, Liu-Ambrose T, Allen K. Tailored physical activity behavior change interventions: challenges and opportunities. Translational Behavioral Medicine 2021;11(12):2174 View
  147. Chevance G, Baretta D, Romain A, Godino J, Bernard P. Day-to-day associations between sleep and physical activity: a set of person-specific analyses in adults with overweight and obesity. Journal of Behavioral Medicine 2022;45(1):14 View
  148. O’Brien M, Wu Y, Petterson J, Bray N, Kimmerly D. Validity of the ActivPAL monitor to distinguish postures: A systematic review. Gait & Posture 2022;94:107 View
  149. EL-Banna G, Baskar D, Segovia N, Frick S. Clubfoot Activity and Recurrence Exercise Study (CARES). Journal of Pediatric Orthopaedics 2022;42(1):e91 View
  150. Picerno P, Iosa M, D’Souza C, Benedetti M, Paolucci S, Morone G. Wearable inertial sensors for human movement analysis: a five-year update. Expert Review of Medical Devices 2021;18(sup1):79 View
  151. Ahmed A, Aziz S, Qidwai U, Farooq F, Shan J, Subramanian M, Chouchane L, EINatour R, Abd-Alrazaq A, Pandas S, Sheikh J. Wearable Artificial Intelligence for Assessing Physical Activity in High School Children. Sustainability 2022;15(1):638 View
  152. VandeBunte A, Gontrum E, Goldberger L, Fonseca C, Djukic N, You M, Kramer J, Casaletto K. Physical activity measurement in older adults: Wearables versus self-report. Frontiers in Digital Health 2022;4 View
  153. Pandrangi V, Jorizzo M, Shah S, Bruening J, Wax M, Clayburgh D, Andersen P, Li R. Monitoring postoperative ambulation and sleep after head and neck surgery: Feasibility and utility study using wearable devices. Head & Neck 2022;44(12):2744 View
  154. Wagner S, Gregersen R, Henriksen L, Hauge E, Keller K. Smartphone Pedometer Sensor Application for Evaluating Disease Activity and Predicting Comorbidities in Patients with Rheumatoid Arthritis: A Validation Study. Sensors 2022;22(23):9396 View
  155. Fukuda H, Murata F, Azuma S, Fujimoto M, Kudo S, Kobayashi Y, Saho K, Nakahara K, Ono R, Dür M. Development of a data platform for monitoring personal health records in Japan: The Sustaining Health by Integrating Next-generation Ecosystems (SHINE) Study. PLOS ONE 2023;18(2):e0281512 View
  156. Femiano R, Werner C, Wilhelm M, Eser P. Validation of open-source step-counting algorithms for wrist-worn tri-axial accelerometers in cardiovascular patients. Gait & Posture 2022;92:206 View
  157. Michalsen H, Wangberg S, Hartvigsen G, Henriksen A, Pettersen G, Jaccheri L, Jahnsen R, Thrane G, Arntzen C, Anke A. mHealth Support to Stimulate Physical Activity in Individuals With Intellectual Disability: Protocol for a Mixed Methods Pilot Study. JMIR Research Protocols 2022;11(9):e37849 View
  158. Stevenson B, Kunicki Z, Brick L, Blevins C, Stein M, Abrantes A. Using Ecological Momentary Assessments and Fitbit Data to Examine Daily Associations Between Physical Activity, Affect and Alcohol Cravings in Patients with Alcohol Use Disorder. International Journal of Behavioral Medicine 2022;29(5):543 View
  159. Mair J, Hayes L, Campbell A, Buchan D, Easton C, Sculthorpe N. A Personalized Smartphone-Delivered Just-in-time Adaptive Intervention (JitaBug) to Increase Physical Activity in Older Adults: Mixed Methods Feasibility Study. JMIR Formative Research 2022;6(4):e34662 View
  160. Félix J, Moreira J, Santos R, Kontio E, Pinheiro A, Sousa A. Health-Related Telemonitoring Parameters/Signals of Older Adults: An Umbrella Review. Sensors 2023;23(2):796 View
  161. Shah V, Curtze C, Sowalsky K, Arpan I, Mancini M, Carlson-Kuhta P, El-Gohary M, Horak F, McNames J. Inertial Sensor Algorithm to Estimate Walk Distance. Sensors 2022;22(3):1077 View
  162. Lawhun Costello V, Chevance G, Wing D, Mansour-Assi S, Sharp S, Golaszewski N, Young E, Higgins M, Ibarra A, Larsen B, Godino J. Impact of the COVID-19 Pandemic on Objectively Measured Physical Activity and Sedentary Behavior Among Overweight Young Adults: Yearlong Longitudinal Analysis. JMIR Public Health and Surveillance 2021;7(11):e28317 View
  163. Özer G, Griep Y, Escartín J. A Matter of Health? A 24-Week Daily and Weekly Diary Study on Workplace Bullying Perpetrators’ Psychological and Physical Health. International Journal of Environmental Research and Public Health 2022;20(1):479 View
  164. Lyons S, Smith J, Segal A, Orendurff M. Evaluating Real-World Ambulation and Activity in Prosthetic Users with Wearable Sensors. Current Physical Medicine and Rehabilitation Reports 2022;10(1):8 View
  165. Benning N, Knaup P, Rupp R. Measurement Performance of Activity Measurements with Newer Generation of Apple Watch in Wheelchair Users with Spinal Cord Injury. Methods of Information in Medicine 2021;60(S 02):e103 View
  166. Abrantes A, Meshesha L, E Blevins C, Battle C, Lindsay C, Marsh E, Feltus S, Buman M, Agu E, Stein M. A Smartphone Physical Activity App for Patients in Alcohol Treatment: Single-Arm Feasibility Trial. JMIR Formative Research 2022;6(10):e35926 View
  167. Tappan R, Danilovich M, Yamamoto E, Cox N. A Detailed Description of Physical Activity Counseling Interventions to Support Physical Activity in People With Chronic Obstructive Pulmonary Disease. Topics in Geriatric Rehabilitation 2022;38(1):2 View
  168. Athanasopoulou K, Daneva G, Adamopoulos P, Scorilas A. Artificial Intelligence: The Milestone in Modern Biomedical Research. BioMedInformatics 2022;2(4):727 View
  169. Nakagata T, Murakami H, Kawakami R, Tripette J, Nakae S, Yamada Y, Ishikawa-Takata K, Tanaka S, Miyachi M. Step-count outcomes of 13 different activity trackers: Results from laboratory and free-living experiments. Gait & Posture 2022;98:24 View
  170. Skibinska J, Burget R, Channa A, Popescu N, Koucheryavy Y. COVID-19 Diagnosis at Early Stage Based on Smartwatches and Machine Learning Techniques. IEEE Access 2021;9:119476 View
  171. Mehrabani G, Gross D, Aminian S, Manns P. Comparison of Fitbit One and ActivPAL3TM in Adults With Multiple Sclerosis in a Free-Living Environment. Journal for the Measurement of Physical Behaviour 2021;4(3):257 View
  172. Yfantidou S, Karagianni C, Efstathiou S, Vakali A, Palotti J, Giakatos D, Marchioro T, Kazlouski A, Ferrari E, Girdzijauskas Š. LifeSnaps, a 4-month multi-modal dataset capturing unobtrusive snapshots of our lives in the wild. Scientific Data 2022;9(1) View
  173. Boateng G, Petersen C, Kotz D, Fortuna K, Masutani R, Batsis J. A Smartwatch Step-Counting App for Older Adults: Development and Evaluation Study. JMIR Aging 2022;5(3):e33845 View
  174. Gibian J, Bartosiak K, Lucey B, Riegler V, King J, Barrack R. Sleep Disturbances Following Total Knee Arthroplasty. The Journal of Arthroplasty 2023;38(6):S120 View
  175. Veale D, Serfaty M, Humpston C, Papageorgiou A, Markham S, Hodsoll J, Young A. Out-patient triple chronotherapy for the rapid treatment and maintenance of response in depression: feasibility and pilot randomised controlled trial. BJPsych Open 2021;7(6) View
  176. de Diego-Alonso C, Alegre-Ayala J, Buesa A, Blasco-Abadía J, López-Royo M, Roldán-Pérez P, Giner-Nicolás R, Güeita-Rodriguez J, Fini N, Domenech-Garcia V, Bellosta-López P. Multidimensional analysis of sedentary behaviour and participation in Spanish stroke survivors (Part&Sed-Stroke): a protocol for a longitudinal multicentre study. BMJ Open 2023;13(2):e065628 View
  177. Ramirez E, Marinsek N, Bradshaw B, Kanard R, Foschini L. Continuous Digital Assessment for Weight Loss Surgery Patients. Digital Biomarkers 2020;4(1):13 View
  178. Giurgiu M, Kolb S, Nigg C, Burchartz A, Timm I, Becker M, Rulf E, Doster A, Koch E, Bussmann J, Nigg C, Ebner-Priemer U, Woll A. Assessment of 24-hour physical behaviour in children and adolescents via wearables: a systematic review of free-living validation studies. BMJ Open Sport & Exercise Medicine 2022;8(2):e001267 View
  179. Gagnon J, Khau M, Lavoie-Hudon L, Vachon F, Drapeau V, Tremblay S. Comparing a Fitbit Wearable to an Electrocardiogram Gold Standard as a Measure of Heart Rate Under Psychological Stress: A Validation Study. JMIR Formative Research 2022;6(12):e37885 View
  180. Xu Z, Zahradka N, Ip S, Koneshloo A, Roemmich R, Sehgal S, Highland K, Searson P. Evaluation of physical health status beyond daily step count using a wearable activity sensor. npj Digital Medicine 2022;5(1) View
  181. Vajravelu M, Arslanian S. Mobile Health and Telehealth Interventions to Increase Physical Activity in Adolescents with Obesity: a Promising Approach to Engaging a Hard-to-Reach Population. Current Obesity Reports 2021;10(4):444 View
  182. Pfammatter A, Hughes B, Tucker B, Whitmore H, Spring B, Tasali E. The Development of a Novel mHealth Tool for Obstructive Sleep Apnea: Tracking Continuous Positive Airway Pressure Adherence as a Percentage of Time in Bed. Journal of Medical Internet Research 2022;24(12):e39489 View
  183. Attig C, Franke T. Why Do People Abandon Activity Trackers? The Role of User Diversity in Discontinued Use. International Journal of Human–Computer Interaction 2023;39(8):1662 View
  184. Gebel K, Ding D. Using Commercially Available Measurement Devices for the Intake-Balance Method to Estimate Energy Intake: Work in Progress. The Journal of Nutrition 2022;152(2):373 View
  185. Schmidt M, Rathbun S, Chu Z, Boudreaux B, Hahn L, Novotny E, Johnsen K, Ahn S. Agreement between Fitbit and ActiGraph Estimates of Physical Activity in Young Children. Measurement in Physical Education and Exercise Science 2023;27(2):171 View
  186. Duong T, Uher D, Montes J, Zanotto D. Ecological Validation of Machine Learning Models for Spatiotemporal Gait Analysis in Free-Living Environments Using Instrumented Insoles. IEEE Robotics and Automation Letters 2022;7(4):10834 View
  187. Germini F, Noronha N, Borg Debono V, Abraham Philip B, Pete D, Navarro T, Keepanasseril A, Parpia S, de Wit K, Iorio A. Accuracy and Acceptability of Wrist-Wearable Activity-Tracking Devices: Systematic Review of the Literature. Journal of Medical Internet Research 2022;24(1):e30791 View
  188. Held N, Perrotta A, Mueller T, Pfoh-MacDonald S. Agreement of the Apple Watch® and Fitbit Charge® for recording step count and heart rate when exercising in water. Medical & Biological Engineering & Computing 2022;60(5):1323 View
  189. Keogh A, Alcock L, Brown P, Buckley E, Brozgol M, Gazit E, Hansen C, Scott K, Schwickert L, Becker C, Hausdorff J, Maetzler W, Rochester L, Sharrack B, Vogiatzis I, Yarnall A, Mazzà C, Caulfield B. Acceptability of wearable devices for measuring mobility remotely: Observations from the Mobilise-D technical validation study. DIGITAL HEALTH 2023;9 View
  190. Mason M, Hudgins J, Campbell M, Biddle M, Ickes M, Dugan A, Bollinger L. Changes in physical activity during the initial stages of the COVID-19 pandemic. Journal of Sports Sciences 2022;40(1):116 View
  191. Koren A, Jurcevic M, Prasad R. Semantic Constraints Specification and Schematron-Based Validation for Internet of Medical Things’ Data. IEEE Access 2022;10:65658 View
  192. Allen R, Shaw R, Burney C, Newton L, Lee A, Judd B, Ivatury S. Deep sleep and beeps II: Sleep quality improvement project in general surgery patients. Surgery 2022;172(6):1697 View
  193. Cummings C, Crochiere R, Lansing A, Patel R, Stanger C. A Digital Health Program Targeting Physical Activity Among Adolescents With Overweight or Obesity: Open Trial. JMIR Pediatrics and Parenting 2022;5(1):e32420 View
  194. John A, Redmond S, Cardiff B, John D. A Multimodal Data Fusion Technique for Heartbeat Detection in Wearable IoT Sensors. IEEE Internet of Things Journal 2022;9(3):2071 View
  195. Matlary R, Grydeland M, Glosli H, Rueegg C, Holme P. Physical activity in Norwegian teenagers and young adults with haemophilia A compared to general population peers. Haemophilia 2023;29(2):658 View
  196. Carpenter C, Ugwoaba U, Cardel M, Ross K. Using self-monitoring technology for nutritional counseling and weight management. DIGITAL HEALTH 2022;8:205520762211027 View
  197. Curran M, Tierney A, Collins L, Kennedy L, McDonnell C, Jurascheck A, Sheikhi A, Walsh C, Button B, Casserly B, Cahalan R. Steps Ahead: Optimising physical activity in adults with cystic fibrosis: A pilot randomised trial using wearable technology, goal setting and text message feedback. Journal of Cystic Fibrosis 2023;22(3):570 View
  198. Martinko A, Karuc J, Jurić P, Podnar H, Sorić M. Accuracy and Precision of Consumer-Grade Wearable Activity Monitors for Assessing Time Spent in Sedentary Behavior in Children and Adolescents: Systematic Review. JMIR mHealth and uHealth 2022;10(8):e37547 View
  199. Matlary R, Holme P, Glosli H, Rueegg C, Grydeland M. Comparison of free‐living physical activity measurements between ActiGraph GT3X‐BT and Fitbit Charge 3 in young people with haemophilia. Haemophilia 2022;28(6) View
  200. De Calheiros Velozo J, Habets J, George S, Niemeijer K, Minaeva O, Hagemann N, Herff C, Kuppens P, Rintala A, Vaessen T, Riese H, Delespaul P. Designing daily-life research combining experience sampling method with parallel data. Psychological Medicine 2024;54(1):98 View
  201. Swartz A, Wamsley C, Crownover E, Tarima S, Gaglianello N, Deal K, Burns E. Move more and sit less pilot intervention for individuals with heart failure. International Journal of Cardiology 2022;366:57 View
  202. Hunter A, Leckie T, Coe O, Hardy B, Fitzpatrick D, Gonçalves A, Standing M, Koulouglioti C, Richardson A, Hodgson L. Using Smartwatches to Observe Changes in Activity During Recovery From Critical Illness Following COVID-19 Critical Care Admission: 1-Year, Multicenter Observational Study. JMIR Rehabilitation and Assistive Technologies 2022;9(2):e25494 View
  203. Rekeland I, Sørland K, Bruland O, Risa K, Alme K, Dahl O, Tronstad K, Mella O, Fluge Ø, Abdelbasset W. Activity monitoring and patient-reported outcome measures in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome patients. PLOS ONE 2022;17(9):e0274472 View
  204. Brame J, Kohl J, Wurst R, Fuchs R, Tinsel I, Maiwald P, Fichtner U, Armbruster C, Bischoff M, Farin-Glattacker E, Lindinger P, Bredenkamp R, Gollhofer A, König D. Health Effects of a 12-Week Web-Based Lifestyle Intervention for Physically Inactive and Overweight or Obese Adults: Study Protocol of Two Randomized Controlled Clinical Trials. International Journal of Environmental Research and Public Health 2022;19(3):1393 View
  205. Tazreean R, Nelson G, Twomey R. Early mobilization in enhanced recovery after surgery pathways: current evidence and recent advancements. Journal of Comparative Effectiveness Research 2022;11(2):121 View
  206. Pérez-Robledo F, Bermejo-Gil B, Sánchez-González J, Domínguez-García A. Validación del dispositivo de monitorización de actividad TomTom Touch Fitness Tracker® para medir la frecuencia cardíaca durante el esfuerzo. Fisioterapia 2022;44(4):218 View
  207. Viciana J, Casado-Robles C, Guijarro-Romero S, Mayorga-Vega D. Are Wrist-Worn Activity Trackers and Mobile Applications Valid for Assessing Physical Activity in High School Students? Wearfit Study. Journal of Sports Science and Medicine 2022:356 View
  208. Polhemus A, Sieber C, Haag C, Sylvester R, Kool J, Gonzenbach R, von Wyl V, Li-Jessen N. Non-equivalent, but still valid: Establishing the construct validity of a consumer fitness tracker in persons with multiple sclerosis. PLOS Digital Health 2023;2(1):e0000171 View
  209. More K, Hayes N, Phillips L. Contrasting constructs or continuum? Examining the dimensionality of body appreciation and body dissatisfaction. Psychology & Health 2024;39(3):336 View
  210. Silva A, Correia M, Silva H. Invisible ECG for High Throughput Screening in eSports. Sensors 2021;21(22):7601 View
  211. Giurgiu M, Timm I, Becker M, Schmidt S, Wunsch K, Nissen R, Davidovski D, Bussmann J, Nigg C, Reichert M, Ebner-Priemer U, Woll A, von Haaren-Mack B. Quality Evaluation of Free-living Validation Studies for the Assessment of 24-Hour Physical Behavior in Adults via Wearables: Systematic Review. JMIR mHealth and uHealth 2022;10(6):e36377 View
  212. Kuipers E, Timmerman J, van Det M, Vollenbroek-Hutten M. The Need for Objective Physical Activity Measurements in Routine Bariatric Care. Obesity Surgery 2022;32(9):2975 View
  213. Kim W, Kim H, Pack S, Lim J, Cho C, Lee H. Machine Learning–Based Prediction of Attention-Deficit/Hyperactivity Disorder and Sleep Problems With Wearable Data in Children. JAMA Network Open 2023;6(3):e233502 View
  214. Swartz A, Wamsley C, Crownover E, Tarima S, Gaglianello N, Deal K, Burns E. Move More and Sit Less Pilot Intervention for Individuals with Heart Failure. SSRN Electronic Journal 2022 View
  215. Browne J, Battaglini C, Jarskog L, Sheeran P, Abrantes A, Elliott T, Gonzalez O, Penn D. Virtual group-based walking intervention for persons with schizophrenia: A pilot randomized controlled trial. Mental Health and Physical Activity 2023;24:100515 View
  216. Kos M, Brouwer C, van Laarhoven H, Hopman M, van Oijen M, Buffart L. The association between wearable device metrics and clinical outcomes in oncology: A systematic review with evidence synthesis and meta-analysis. Critical Reviews in Oncology/Hematology 2023;185:103979 View
  217. Casado-Robles C, Mayorga-Vega D, Guijarro-Romero S, Viciana J. Validity of the Xiaomi Mi Band 2, 3, 4 and 5 Wristbands for Assessing Physical Activity in 12-to-18-Year-Old Adolescents under Unstructured Free-Living Conditions. Fit-Person Study. Journal of Sports Science and Medicine 2023:196 View
  218. BIZHANOVA Z, SEREIKA S, BROOKS M, ROCKETTE-WAGNER B, KARIUKI J, BURKE L. Identifying Predictors of Adherence to the Physical Activity Goal: A Secondary Analysis of the SMARTER Weight Loss Trial. Medicine & Science in Sports & Exercise 2023;55(5):856 View
  219. White D, Jakiela J, Bye T, Aily J, Voinier D. Stepping Forward: A Scoping Review of Physical Activity in Osteoarthritis. The Journal of Rheumatology 2023;50(5):611 View
  220. Ha Y, Lee J, Shin K, Moon J, Kim K. Identification of the Critical Quality Factors for Continuance Intention of Mobile Disease Management Service: Case Study on a Thyroid Disease Management Service. Journal of the Korean Institute of Industrial Engineers 2023;49(2):187 View
  221. Hearn J, Van den Eynde J, Chinni B, Cedars A, Gottlieb Sen D, Kutty S, Manlhiot C. Data Quality Degradation on Prediction Models Generated From Continuous Activity and Heart Rate Monitoring: Exploratory Analysis Using Simulation. JMIR Cardio 2023;7:e40524 View
  222. Kettinen J, Tikkanen H, Hiltunen M, Murray A, Horn N, Taylor W, Venojärvi M. Cognitive and biomarker responses in healthy older adults to a 18-hole golf round and different walking types: a randomised cross-over study. BMJ Open Sport & Exercise Medicine 2023;9(4):e001629 View
  223. Haywood H, Sauer A, Allen L, Albert N, Devore A. The Promise and Risks of mHealth in Heart Failure Care. Journal of Cardiac Failure 2023;29(9):1298 View
  224. Maeda A, Suzuki R, Maurer R, Kurokawa S, Kaneko M, Sato R, Nakajima H, Ogura K, Yamanaka M, Uchida T, Nagasaka Y, Melo R. Physical and psychological recovery after vaginal childbirth with and without epidural analgesia: A prospective cohort study. PLOS ONE 2023;18(10):e0292393 View
  225. Jang H, Lee S, Son Y, Seo S, Baek Y, Mun S, Kim H, Kim I, Kim J. Exploring Variations in Sleep Perception: Comparative Study of Chatbot Sleep Logs and Fitbit Sleep Data. JMIR mHealth and uHealth 2023;11:e49144 View
  226. Sagun S, DeCicco D, Badami V, Mittal A, Thompson J, Pham C, Stansbury R, Wen S, Sharma S. iSleepFirst: burnout, fatigue, and wearable-tracked sleep deprivation among residents staffing the medical intensive care unit. Sleep and Breathing 2023;27(6):2491 View
  227. Terbraak M, Kolk D, Vroomen J, Twisk J, Buurman B, van der Schaaf M. Post-discharge light physical activity indicates recovery in acutely hospitalized older adults – the Hospital-ADL study. BMC Geriatrics 2023;23(1) View
  228. Rogers E, Banks N, Jenkins N. Acute effects of daily step count on postprandial metabolism and resting fat oxidation: a randomized controlled trial. Journal of Applied Physiology 2023;135(4):812 View
  229. David S, Hohenfeld C, Haberl L, Pahl J, Costa A, Kilders A, Hildebrand F, Schulz J, Reetz K, Haeger A. Physical activity monitoring in Alzheimer’s disease during sport interventions: a multi-methodological perspective. Frontiers in Neurology 2023;14 View
  230. Giurgiu M, Ketelhut S, Kubica C, Nissen R, Doster A, Thron M, Timm I, Giurgiu V, Nigg C, Woll A, Ebner-Priemer U, Bussmann J. Assessment of 24-hour physical behaviour in adults via wearables: a systematic review of validation studies under laboratory conditions. International Journal of Behavioral Nutrition and Physical Activity 2023;20(1) View
  231. Lederer L, Breton A, Jeong H, Master H, Roghanizad A, Dunn J. The Importance of Data Quality Control in Using Fitbit Device Data From the Research Program. JMIR mHealth and uHealth 2023;11:e45103 View
  232. Brame J, Kohl J, Centner C, Wurst R, Fuchs R, Tinsel I, Maiwald P, Fichtner U, Sehlbrede M, Farin-Glattacker E, Gollhofer A, König D. Effects of a Web-Based Lifestyle Intervention on Physical Fitness and Health in Physically Inactive Adults: A Randomized Controlled Trial. Healthcare 2023;11(21):2847 View
  233. Curtis R, Dumuid D, McCabe H, Singh B, Ferguson T, Maher C. The association between 24-hour activity, sedentary and sleep compositions and mental health in Australian adults: a cross-sectional study. Journal of Activity, Sedentary and Sleep Behaviors 2023;2(1) View
  234. Hanbury A, Mafirakureva N, Chicken N, Bailey L. Evaluating change in a pressured healthcare system: a cross-sectional study of implementation outcomes using routine data indicators and proxies. Implementation Science Communications 2023;4(1) View
  235. Pattanaik S, Fastring D, Bateman R. A Longitudinal Pilot Study of Stress and Sleep in First-Year Osteopathic Medical Students. Journal of Medical Education and Curricular Development 2023;10 View
  236. Hamilton A, Lee N, Stilphen M, Hu B, Schramm S, Frost F, Fox J, Rothberg M. Increasing Mobility via In‐hospital Ambulation Protocol Delivered by Mobility Technicians: A Pilot Randomized Controlled Trial. Journal of Hospital Medicine 2019;14(5):272 View
  237. Waalen J. Mobile Health and Preventive Medicine. Medical Clinics of North America 2023;107(6):1097 View
  238. Cutrona V, Bonomi N, Montini E, Ruppert T, Delinavelli G, Pedrazzoli P. Extending factory digital Twins through human characterisation in Asset Administration Shell. International Journal of Computer Integrated Manufacturing 2024;37(10-11):1214 View
  239. Creswell J, Tumminia M, Price S, Sefidgar Y, Cohen S, Ren Y, Brown J, Dey A, Dutcher J, Villalba D, Mankoff J, Xu X, Creswell K, Doryab A, Mattingly S, Striegel A, Hachen D, Martinez G, Lovett M. Nightly sleep duration predicts grade point average in the first year of college. Proceedings of the National Academy of Sciences 2023;120(8) View
  240. Arevalo W, Caicedo B, Urizar G, Schroeder J. Active Moms: a feasibility study of a community-based and home-based physical activity intervention for low-income, ethnic-minority mothers. Pilot and Feasibility Studies 2023;9(1) View
  241. Colonna G, Hoye J, de Laat B, Stanley G, Ibrahimy A, Tinaz S, Morris E. Measuring Heart Rate Accurately in Patients With Parkinson Disease During Intense Exercise: Usability Study of Fitbit Charge 4. JMIR Biomedical Engineering 2023;8:e51515 View
  242. Machorro-Cano I, Olmedo-Aguirre J, Alor-Hernández G, Rodríguez-Mazahua L, Sánchez-Morales L, Pérez-Castro N. Cloud-Based Platforms for Health Monitoring: A Review. Informatics 2023;11(1):2 View
  243. Seton K, Espejo-Oltra J, Giménez-Orenga K, Haagmans R, Ramadan D, Mehlsen J. Advancing Research and Treatment: An Overview of Clinical Trials in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS) and Future Perspectives. Journal of Clinical Medicine 2024;13(2):325 View
  244. Longhini J, Marzaro C, Bargeri S, Palese A, Dell’Isola A, Turolla A, Pillastrini P, Battista S, Castellini G, Cook C, Gianola S, Rossettini G. Wearable Devices to Improve Physical Activity and Reduce Sedentary Behaviour: An Umbrella Review. Sports Medicine - Open 2024;10(1) View
  245. 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
  246. Waddell A, Birkett S, Broom D, McGregor G, Harwood A. Validating the Fitbit Charge 4© wearable activity monitor for use in physical activity interventions. Journal of Science and Medicine in Sport 2024;27(5):314 View
  247. Simón-Vicente L, Rodríguez-Fernández A, Rivadeneyra-Posadas J, Soto-Célix M, Raya-González J, Castillo-Alvira D, Calvo S, Mariscal N, García-Bustillo Á, Aguado L, Cubo E. Validation of ActiGraph and Fitbit in the assessment of energy expenditure in Huntington's disease. Gait & Posture 2024;109:89 View
  248. Vecellio D, Lagoa C, Conroy D. Physical Activity Dependence on Relative Temperature and Humidity Characteristics in a Young, Insufficiently Active Population: A Weather Typing Analysis. Journal of Physical Activity and Health 2024;21(4):357 View
  249. Janssen A, Donnelly C, Shaw T. A Taxonomy for Health Information Systems. Journal of Medical Internet Research 2024;26:e47682 View
  250. Katigbak C, Cheng S, Matz C, Jimison H. Let’s Walk: A Quasi-Experimental Multi-Component Intervention to Improve Physical Activity and Social Engagement for Older Chinese American Adults. Journal of Immigrant and Minority Health 2024;26(4):651 View
  251. Montgomery S, Nair N, Chen P, Dikker S. Validating EmotiBit, an open-source multi-modal sensor for capturing research-grade physiological signals from anywhere on the body. Measurement: Sensors 2024;32:101075 View
  252. Nissar G, Khan R, Mushtaq S, Lone S, Moon A. RETRACTED ARTICLE: IoT in healthcare: a review of services, applications, key technologies, security concerns, and emerging trends. Multimedia Tools and Applications 2024;83(33):80283 View
  253. Bishop L, Demers M, Rowe J, Zondervan D, Winstein C. A Novel, Wearable Inertial Measurement Unit for Stroke Survivors: Validity, Acceptability, and Usability. Archives of Physical Medicine and Rehabilitation 2024;105(6):1142 View
  254. Sieber C, Haag C, Polhemus A, Haile S, Sylvester R, Kool J, Gonzenbach R, von Wyl V. Exploring the Major Barriers to Physical Activity in Persons With Multiple Sclerosis: Observational Longitudinal Study. JMIR Rehabilitation and Assistive Technologies 2024;11:e52733 View
  255. Zhang Y, Folarin A, Dineley J, Conde P, de Angel V, Sun S, Ranjan Y, Rashid Z, Stewart C, Laiou P, Sankesara H, Qian L, Matcham F, White K, Oetzmann C, Lamers F, Siddi S, Simblett S, Schuller B, Vairavan S, Wykes T, Haro J, Penninx B, Narayan V, Hotopf M, Dobson R, Cummins N. Identifying depression-related topics in smartphone-collected free-response speech recordings using an automatic speech recognition system and a deep learning topic model. Journal of Affective Disorders 2024;355:40 View
  256. White J, Finnegan O, Tindall N, Nelakuditi S, Brown D, Pate R, Welk G, de Zambotti M, Ghosal R, Wang Y, Burkart S, Adams E, Chandrashekhar M, Armstrong B, Beets M, Weaver R, Yamada Y. Comparison of raw accelerometry data from ActiGraph, Apple Watch, Garmin, and Fitbit using a mechanical shaker table. PLOS ONE 2024;19(3):e0286898 View
  257. Słojewska K, Galbarczyk A, Klimek M, Tubek-Krokosz A, Krzych-Miłkowska K, Szklarczyk J, Mijas M, Ścibor M, Jasienska G, Tin Tin S. Higher number of steps is related to lower endogenous progesterone but not estradiol levels in women. PLOS ONE 2024;19(4):e0299580 View
  258. Muurling M, de Boer C, Hinds C, Atreya A, Doherty A, Alepopoulos V, Curcic J, Brem A, Conde P, Kuruppu S, Morató X, Saletti V, Galluzzi S, Vilarino Luis E, Cardoso S, Stukelj T, Kramberger M, Roik D, Koychev I, Hopøy A, Schwertner E, Gkioka M, Aarsland D, Visser P. Feasibility and usability of remote monitoring in Alzheimer's disease. DIGITAL HEALTH 2024;10 View
  259. Maruthur N, Pilla S, White K, Wu B, Maw M, Duan D, Turkson-Ocran R, Zhao D, Charleston J, Peterson C, Dougherty R, Schrack J, Appel L, Guallar E, Clark J. Effect of Isocaloric, Time-Restricted Eating on Body Weight in Adults With Obesity. Annals of Internal Medicine 2024;177(5):549 View
  260. Weetman S, Roche M, Leckie T, Samuels T, Hodgson L. Feasibility of application-based psychomotor vigilance testing to assess fatigue in doctors working night shifts and correlation with smartwatch assessed shift intensity. Occupational and Environmental Medicine 2024;81(5):252 View
  261. Fiske S, Choi J, Jacelon C, Martell C. Long-Term Effect of a Tablet-Based Cognitive Behavioral Group Intervention on Step Count, Fatigue, Self-Efficacy, and Quality of Life in Older Adults With Arthritis: A Pilot Study. Journal of Gerontological Nursing 2024;50(5):35 View
  262. Kumar P, Zimmer M, Vitak J. A Roadmap for Applying the Contextual Integrity Framework in Qualitative Privacy Research. Proceedings of the ACM on Human-Computer Interaction 2024;8(CSCW1):1 View
  263. Danielsson M, Vergeer M, Plasqui G, Baumgart J. Accuracy of the Apple Watch Series 4 and Fitbit Versa for Assessing Energy Expenditure and Heart Rate of Wheelchair Users During Treadmill Wheelchair Propulsion: Cross-sectional Study. JMIR Formative Research 2024;8:e52312 View
  264. Cai M, Tan K, Ang S. I-ACT: Integrated study on effect of Activity on ComplicaTions in pregnancy: study protocol of a multiethnic prospective cohort study. BMJ Open 2019;9(4):e025970 View
  265. Chan A, Te Ao B, Baggott C, Cavadino A, Eikholt A, Harwood M, Hikaka J, Gibbs D, Hudson M, Mirza F, Naeem M, Semprini R, Chang C, Tsang K, Shah S, Jeremiah A, Abeysinghe B, Roy R, Wall C, Wood L, Dalziel S, Pinnock H, van Boven J, Roop P, Harrison J. DIGIPREDICT: physiological, behavioural and environmental predictors of asthma attacks—a prospective observational study using digital markers and artificial intelligence—study protocol. BMJ Open Respiratory Research 2024;11(1):e002275 View
  266. Song S, Seo Y, Hwang S, Kim H, Kim J. Digital Phenotyping of Geriatric Depression Using a Community-Based Digital Mental Health Monitoring Platform for Socially Vulnerable Older Adults and Their Community Caregivers: 6-Week Living Lab Single-Arm Pilot Study. JMIR mHealth and uHealth 2024;12:e55842 View
  267. Rana A, Soodan V, Kumar A, Jayawardena N, Thaichon P, Gupta K, Rana N. Identifying the influence of obsolescence risk and health beliefs in fitness wearable healthcare technology. Journal of Global Scholars of Marketing Science 2024;34(3):366 View
  268. Zhang W, Xiong K, Zhu C, Evans R, Zhou L, Podrini C. Promoting child and adolescent health through wearable technology: A systematic review. DIGITAL HEALTH 2024;10 View
  269. Page L, Fanning J, Phipps C, Berger A, Reed E, Ehlers D. Heart Rate Monitoring Among Breast Cancer Survivors: Quantitative Study of Device Agreement in a Community-Based Exercise Program. JMIR Cancer 2024;10:e51210 View
  270. Delobelle J, Lebuf E, Dyck D, Compernolle S, Janek M, Backere F, Vetrovsky T. Fitbit's accuracy to measure short bouts of stepping and sedentary behaviour: validation, sensitivity and specificity study. DIGITAL HEALTH 2024;10 View
  271. Kanzawa-Lee G, Larson J, Resnicow K, Ploutz-Snyder R, Krauss J, Smith E. Home-based aerobic exercise feasibility in oxaliplatin-receiving newly-diagnosed cancer survivors. European Journal of Oncology Nursing 2024;71:102649 View
  272. Baniasadi T. The Relationship between Self-reported and Device-measured Physical Activity among Children with ADHD. Physical Activity in Children 2024;1(1):1 View
  273. Fuentes Diaz M, Sénéchal M, Bouchard D. Impact of Outdoor Play Structures on Moderate to Vigorous Physical Activity in Children during Recess: A Comparative Study. Children 2024;11(7):828 View
  274. Mudge S, Smith G, Parry G. A personalised activity programme helps reduce fatigue in people after Guillain-Barré Syndrome in a replicated single system design. Disability and Rehabilitation 2024:1 View
  275. Kooner P, Baskaran S, Gibbs V, Wein S, Dimentberg R, Albers A. Commercially available activity monitors such as the fitbit charge and apple watch show poor validity in patients with gait aids after total knee arthroplasty. Journal of Orthopaedic Surgery and Research 2024;19(1) View
  276. Borriello G, Chisari C, Maimone D, Mirabella M, Paolicelli D, Assogna F, Caradonna S, Patti F. Cladribine effects on patient-reported outcomes and their clinical and biometric correlates in highly active relapsing multiple sclerosis at first switch: the observational, multicenter, prospective, phase IV CLADFIT-MS study. Frontiers in Neurology 2024;15 View
  277. Nakagata T, Yamada Y, Taniguchi M, Nanri H, Kimura M, Miyachi M, Ono R. Comparison of step-count outcomes across seven different activity trackers: a free-living experiment with young and older adults. BMC Sports Science, Medicine and Rehabilitation 2024;16(1) View
  278. Quilico E, Wilkinson S, Duncan L, Sweet S, Alarie C, Bédard E, Gheta I, Brodeur C, Colantonio A, Swaine B. Feasibility and acceptability of an adapted peer-based walking intervention for adults with moderate-to-severe traumatic brain injury. Disability and Rehabilitation 2024:1 View
  279. Zhang J, Li D, Dai R, Cos H, Williams G, Raper L, Hammill C, Lu C. Predicting Surgical Outcomes Using Wearables. GetMobile: Mobile Computing and Communications 2024;28(2):17 View
  280. Hein K, Burleigh T, Gorman A, Prokofieva M, Stavropoulos V. Proteus effect avatar profiles: Associations with disordered gaming and activity levels. Addictive Behaviors Reports 2024;20:100562 View
  281. Doherty C, Baldwin M, Keogh A, Caulfield B, Argent R. Keeping Pace with Wearables: A Living Umbrella Review of Systematic Reviews Evaluating the Accuracy of Consumer Wearable Technologies in Health Measurement. Sports Medicine 2024;54(11):2907 View
  282. Jenssen M, Salvi E, Fors E, Nilsen O, Ngo P, Tejedor M, Bellika J, Godtliebsen F. Exploring Pain Reduction through Physical Activity: A Case Study of Seven Fibromyalgia Patients. Bioengineering 2024;11(8):765 View
  283. Rosato A, Larsson M, Rullman E, Dual S. Evidence of spontaneous cardiac-locomotor coupling during daily activities in healthy adults. Frontiers in Physiology 2024;15 View
  284. Abuwarda Z, Mostafa K, Morita P, Hegazy T. Optimizing Construction Work–Rest Schedules and Worker Reassignment Utilizing Wristband Physiological Data. Journal of Construction Engineering and Management 2024;150(11) View
  285. Childs A, Mayol B, Lasalde-Ramírez J, Song Y, Sempionatto J, Gao W. Diving into Sweat: Advances, Challenges, and Future Directions in Wearable Sweat Sensing. ACS Nano 2024;18(36):24605 View
  286. Li X, Mao J, Garland S, Root J, Li S, Ahles T, Liou K. Comparing sleep measures in cancer survivors: self-reported sleep diary versus objective wearable sleep tracker. Supportive Care in Cancer 2024;32(9) View
  287. Hendriks S, Huisman M, Weerink L, Jonker L, van Munster B, de Haan J, de Bock G, van Leeuwen B. The relation between preoperative radiological sarcopenia and postoperative recovery of physical activity in older surgical cancer patients; an explorative study. The Journal of nutrition, health and aging 2024;28(10):100345 View
  288. Simon L, Levi S, Shapira S, Admon R. Stress-induced increase in heart-rate during sleep as an indicator of PTSD risk among combat soldiers. SLEEP 2024 View
  289. Brand Y, Kluge F, Palmerini L, Paraschiv-Ionescu A, Becker C, Cereatti A, Maetzler W, Sharrack B, Vereijken B, Yarnall A, Rochester L, Del Din S, Muller A, Buchman A, Hausdorff J, Perlman O. Self-supervised learning of wrist-worn daily living accelerometer data improves the automated detection of gait in older adults. Scientific Reports 2024;14(1) View
  290. Park J, Ahn E, Yoon K, Kim J. Performance of Fitbit Devices as Tools for Assessing Sleep Patterns and Associated Factors. Journal of Sleep Medicine 2024;21(2):59 View
  291. Salim A, Brakenridge C, Lekamlage D, Howden E, Grigg R, Dillon H, Bondell H, Simpson J, Healy G, Owen N, Dunstan D, Winkler E. Detection of sedentary time and bouts using consumer-grade wrist-worn devices: a hidden semi-Markov model. BMC Medical Research Methodology 2024;24(1) View
  292. Gleason A. Remote Monitoring of a Work-From-Home Employee to Identify Stress: A Case Report. Workplace Health & Safety 2021;69(9):419 View
  293. Kostakos P, Alavesa P, Korkiakoski M, Marques M, Lobo V, Duarte F. Wired to Exit: Exploring the Effects of Wayfinding Affordances in Underground Facilities Using Virtual Reality. Simulation & Gaming 2021;52(2):107 View
  294. Ummels D, Bijnens W, Aarts J, Meijer K, Beurskens A, Beekman E. The Validation of a Pocket Worn Activity Tracker for Step Count and Physical Behavior in Older Adults during Simulated Activities of Daily Living. Gerontology and Geriatric Medicine 2020;6 View
  295. de Diego-Alonso C, Blasco-Abadía J, Doménech-García V, Bellosta-López P. Validity and stability of the international physical activity questionnaire short-form for stroke survivors with preserved walking ability. Topics in Stroke Rehabilitation 2024:1 View
  296. Lee H, Youm S. Developing a digital therapeutic for obesity management through 3D human body reconstruction. Expert Systems 2024 View
  297. Wang Y, Wang X. Artificial intelligence in physical education: comprehensive review and future teacher training strategies. Frontiers in Public Health 2024;12 View
  298. Maylor B, Rowlands A, Daley A, Sanders J, Yates T, Edwardson C. Research-Grade Accelerometers to Assess Intervention Effectiveness and Commercial Wearables as a Self-Monitoring Tool: Are the Two Aligned on Moderate to Vigorous Physical Activity?. Journal for the Measurement of Physical Behaviour 2024;7(1) View
  299. He Z, Zhao G, Li C, Xing Y, Xu A, Yang J, Wang R. Effects of using wearable devices on reducing sedentary time and prolonged sitting in healthy adults: a network meta-analysis. BMJ Open 2024;14(11):e080186 View
  300. Singh R, Tetrick M, Fisher J, Washington P, Yu J, Paskett E, Penedo F, Clinton S, Benzo R. Analysis of Physical Activity Using Wearable Health Technology in US Adults Enrolled in the All of Us Research Program: Multiyear Observational Study. Journal of Medical Internet Research 2024;26:e65095 View
  301. Hong J, Yu J, Lee J, Shim D, Choi T, Cho Y, Lee J, Rha D. Cadence-based energy expenditure in able-bodied male people comparing cadence-based energy expenditure and oxygen cost indices in able-bodied male people. Journal of Applied Physiology 2024;137(6):1604 View

Books/Policy Documents

  1. . The Handbook of Wellness Medicine. View
  2. Gonzalez A, Bufe J, Tran H. Encyclopedia of Sleep and Circadian Rhythms. View
  3. Gómez-Martínez M, Orte S, Ros-Freixedes L, Seif K, Vargiu E. Wearables in Healthcare. View
  4. Abuwarda Z, Hegazy T, Oetomo A, Morita P. Proceedings of the Canadian Society of Civil Engineering Annual Conference 2021. View
  5. Fillon A, Duclos M, Thivel D. Les Obésités. View
  6. Charlton P, Marozas V. Photoplethysmography. View
  7. Kodama K. Mobile Health (mHealth). View
  8. Weech M, Fallaize R, Kelly E, Hwang F, Franco R, Lovegrove J. Smartphone Apps for Health and Wellness. View
  9. Slowiak J, Dai J, Davis S, Perez R. Applied Behavior Analysis Advanced Guidebook. View
  10. Yuasa T, Harada F, Shimakawa H. Proceedings of Eighth International Congress on Information and Communication Technology. View
  11. Boles K, Gallimore M, Howland C, Emezue C, Reeder B. Augmented Cognition. View
  12. Di Lodovico C. Human-Computer Interaction. View
  13. Jokar F, Azzopardi G, Palotti J. Computer Analysis of Images and Patterns. View
  14. Verbraecken J. The Role of Epiglottis in Obstructive Sleep Apnea. View
  15. Deshmukh S, Kulkarni N, Manoharan A, Vinarski B, Ramanujam A. Artificial Intelligence in Urologic Malignancies. View