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Published on 09.08.18 in Vol 6, No 8 (2018): August

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

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

According to Crossref, the following articles are citing this article (DOI 10.2196/10527):

(note that this is only a small subset of citations)

  1. Liew SJ, Gorny AW, Tan CS, 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
    CrossRef
  2. Greenberg J, Mace RA, Popok PJ, Kulich RJ, Patel KV, Burns JW, Somers TJ, Keefe FJ, Schatman ME, Vrancenanu A.

    Psychosocial Correlates of Objective, Performance-Based, and Patient-Reported Physical Function Among Patients with Heterogeneous Chronic Pain

    . Journal of Pain Research 2020;Volume 13:2255
    CrossRef
  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 AL. 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)
    CrossRef
  4. Patterson JT, Wu H, Chung CC, Bendich I, Barry JJ, Bini SA. Wearable activity sensors and early pain after total joint arthroplasty. Arthroplasty Today 2020;6(1):68
    CrossRef
  5. Rykov Y, Thach T, Dunleavy G, Roberts AC, Christopoulos G, Soh CK, Car J. Activity Tracker–Based Metrics as Digital Markers of Cardiometabolic Health: Cross-Sectional Study. JMIR mHealth and uHealth 2020;8(1):e16409
    CrossRef
  6. Herkert C, Kraal JJ, van Loon EMA, van Hooff M, Kemps HMC. Usefulness of Modern Activity Trackers for Monitoring Exercise Behavior in Chronic Cardiac Patients: Validation Study. JMIR mHealth and uHealth 2019;7(12):e15045
    CrossRef
  7. Doryab A, Villalba DK, Chikersal P, Dutcher JM, Tumminia M, Liu X, Cohen S, Creswell K, Mankoff J, Creswell JD, Dey AK. 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
    CrossRef
  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
    CrossRef
  9. Kline KE, Moorman VJ. Evaluation of a Commercial Activity Monitor for Determining Step Counts in Horses. Journal of Equine Veterinary Science 2020;95:103272
    CrossRef
  10. Silveira SL, Motl RW. 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):205521731988798
    CrossRef
  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)
    CrossRef
  12. O’Driscoll R, Turicchi J, Hopkins M, Gibbons C, Larsen SC, Palmeira AL, Heitmann BL, Horgan GW, Finlayson G, Stubbs RJ. 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
    CrossRef
  13. Vollmer-Conna U, Beilharz JE, Cvejic E, Macnamara CL, Doherty M, Steel Z, Hadzi-Pavlovic D, Harvey SB, Parker G. The well-being of medical students: A biopsychosocial approach. Australian & New Zealand Journal of Psychiatry 2020;54(10):997
    CrossRef
  14. O’Driscoll R, Turicchi J, Duarte C, Michalowska J, Larsen SC, Palmeira AL, Heitmann BL, Horgan GW, Stubbs RJ, Najafi B. A novel scaling methodology to reduce the biases associated with missing data from commercial activity monitors. PLOS ONE 2020;15(6):e0235144
    CrossRef
  15. Michalsen H, Wangberg SC, Hartvigsen G, Jaccheri L, Muzny M, Henriksen A, Olsen MI, Thrane G, Jahnsen RB, 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
    CrossRef
  16. Reed JR, Dinkel D, Bice MR, 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
    CrossRef
  17. Bonten TN, Rauwerdink A, Wyatt JC, Kasteleyn MJ, Witkamp L, Riper H, van Gemert-Pijnen LJ, Cresswell K, Sheikh A, Schijven MP, Chavannes NH. Online Guide for Electronic Health Evaluation Approaches: Systematic Scoping Review and Concept Mapping Study. Journal of Medical Internet Research 2020;22(8):e17774
    CrossRef
  18. . 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
    CrossRef
  19. Fuller D, Colwell E, Low J, Orychock K, Tobin MA, Simango B, Buote R, Van Heerden D, Luan H, Cullen K, Slade L, Taylor NGA. 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
    CrossRef
  20. Turicchi J, O'Driscoll R, Horgan G, Duarte C, Santos I, Encantado J, Palmeira AL, Larsen SC, Olsen JK, Heitmann BL, Stubbs RJ. Body weight variability is not associated with changes in risk factors for cardiometabolic disease. International Journal of Cardiology Hypertension 2020;6:100045
    CrossRef
  21. Semanik P, Lee J, Pellegrini CA, Song J, Dunlop DD, Chang RW. 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
    CrossRef
  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
    CrossRef
  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
    CrossRef
  24. Junaid H, Bulla AJ, 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
    CrossRef
  25. Jones DM, Hart HF, Crossley KM, Ackerman IN, Kemp JL. 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
    CrossRef
  26. . Wearable oxygen uptake and energy expenditure monitors. Physiological Measurement 2019;40(8):08TR01
    CrossRef
  27. Haghayegh S, Khoshnevis S, Smolensky MH, Diller KR, Castriotta RJ. Performance assessment of new-generation Fitbit technology in deriving sleep parameters and stages. Chronobiology International 2020;37(1):47
    CrossRef
  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
    CrossRef
  29. Brickwood K, Watson G, O'Brien J, Williams AD. Consumer-Based Wearable Activity Trackers Increase Physical Activity Participation: Systematic Review and Meta-Analysis. JMIR mHealth and uHealth 2019;7(4):e11819
    CrossRef
  30. Mosler AB, Kemp J, King M, Lawrenson PR, Semciw A, Freke M, Jones DM, Casartelli NC, Wörner T, Ishøi L, Ageberg E, Diamond LE, Hunt MA, Di Stasi S, Reiman MP, Drew M, Friedman D, Thorborg K, Leunig M, Bizzini M, Khan KM, Crossley KM, Agricola R, Bloom N, Dijkstra HP, Griffin D, Gojanovic B, Harris-Hayes M, Heerey JJ, Hölmich P, Impellizzeri FM, Kassarjian A, Warholm KM, Mayes S, Moksnes H, Risberg MA, Scholes MJ, Serner A, van Klij P, Lewis CL. 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
    CrossRef
  31. Brazendale K, Beets MW, Weaver RG, Perry MW, Tyler EB, Hunt ET, Decker L, Chaput J. Comparing measures of free-living sleep in school-aged children. Sleep Medicine 2019;60:197
    CrossRef
  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
    CrossRef
  33. Bauer M, Glenn T, Geddes J, Gitlin M, Grof P, Kessing LV, Monteith S, Faurholt-Jepsen M, Severus E, Whybrow PC. Smartphones in mental health: a critical review of background issues, current status and future concerns. International Journal of Bipolar Disorders 2020;8(1)
    CrossRef
  34. Nemec EC, Thomas MC, Gile KJ, Tong J, Mattison MJ. Examining the Relationship Between Biometric Indicators and Pharmacy Students' Academic Performance. American Journal of Pharmaceutical Education 2020;84(5):7683
    CrossRef
  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)
    CrossRef
  36. Jonker LT, Hendriks S, Lahr MM, van Munster BC, de Bock GH, van Leeuwen BL. Postoperative recovery of accelerometer-based physical activity in older cancer patients. European Journal of Surgical Oncology 2020;46(11):2083
    CrossRef
  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
    CrossRef
  38. Foster KR, Torous J. The Opportunity and Obstacles for Smartwatches and Wearable Sensors. IEEE Pulse 2019;10(1):22
    CrossRef
  39. Tang MSS, Moore K, McGavigan A, Clark RA, Ganesan AN. 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
    CrossRef
  40. Mikkelsen MK, Berg-Beckhoff G, Frederiksen P, Horgan G, O’Driscoll R, Palmeira AL, Scott SE, Stubbs J, Heitmann BL, Larsen SC, 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
    CrossRef
  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
    CrossRef
  42. Faust L, Wang C, Hachen D, Lizardo O, Chawla NV. 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
    CrossRef
  43. Qureshi SM, Purdy N, Neumann WP. 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
    CrossRef
  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
    CrossRef
  45. Elmagboul N, Coburn BW, Foster J, Mudano A, Melnick J, Bergman D, Yang S, Chen L, Filby C, Mikuls TR, Curtis JR, Saag K. Physical activity measured using wearable activity tracking devices associated with gout flares. Arthritis Research & Therapy 2020;22(1)
    CrossRef
  46. Faust L, Feldman K, Mattingly SM, 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)
    CrossRef
  47. Singhal A, Cowie MR. The Role of Wearables in Heart Failure. Current Heart Failure Reports 2020;17(4):125
    CrossRef
  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 AD. Evaluation of an Activity Tracker to Detect Seizures Using Machine Learning. Journal of Child Neurology 2020;35(13):873
    CrossRef
  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
    CrossRef
  50. Darvall JN, Wang A, Nazeem MN, Harrison CL, 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
    CrossRef
  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
    CrossRef
  52. Kwon SB, Ahn JW, Lee SM, Lee J, Lee D, Hong J, Kim HC, 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
    CrossRef
  53. Arumugam S, Colburn DAM, Sia SK. Biosensors for Personal Mobile Health: A System Architecture Perspective. Advanced Materials Technologies 2020;5(3)
    CrossRef
  54. Rüdiger S, Stuckenschneider T, Abeln V, Askew CD, 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)
    CrossRef
  55. Kim BR, Kwon H, Chun MY, Park KD, Lim SM, Jeong JH, Kim GH. White Matter Integrity Is Associated With the Amount of Physical Activity in Older Adults With Super-aging. Frontiers in Aging Neuroscience 2020;12
    CrossRef
  56. Feng S, Yi JS, Deitz G, Ding L, Van Gelder RN, Menda S. Relationships Between Sleep, Activity, and Burnout in Ophthalmology Residents. Journal of Surgical Education 2021;78(3):1035
    CrossRef
  57. Collins JE, Yang HY, Trentadue TP, 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
    CrossRef
  58. . 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
    CrossRef
  59. Buckingham SA, Morrissey K, Williams AJ, Price L, Harrison J. The Physical Activity Wearables in the Police Force (PAW-Force) study: acceptability and impact. BMC Public Health 2020;20(1)
    CrossRef
  60. Sjöberg V, Westergren J, Monnier A, Lo Martire R, Hagströmer M, Äng BO, 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
    CrossRef
  61. Weisberg A, Campelo AM, 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
    CrossRef
  62. Rahimy E, Usoz M, von Eyben R, Fujimoto D, Watanabe D, Karam A, Jairam-Thodla A, Mills M, Dorigo O, Diver EJ, 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
    CrossRef
  63. Twomey R, Culos-Reed SN, Daun JT, Ferber R, Dort JC. 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
    CrossRef
  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
    CrossRef
  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
    CrossRef
  66. Biondi A, Laiou P, Bruno E, Viana PF, Schreuder M, Hart W, Nurse E, Pal DK, Richardson MP. 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
    CrossRef
  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)
    CrossRef
  68. McVeigh JA, Ellis J, Ross C, Tang K, Wan P, Halse RE, Dhaliwal SS, Kerr DA, 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
    CrossRef
  69. Claudel SE, Tamura K, Troendle J, Andrews MR, Ceasar JN, Mitchell VM, Vijayakumar N, Powell-Wiley TM. 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
    CrossRef
  70. Fowler SB, Walker S, Jones TW, Gell L. Sleep in Aneurysmal Subarachnoid Hemorrhage Patients During Critical and Acute Care. Dimensions of Critical Care Nursing 2021;40(2):118
    CrossRef
  71. Fore R, Hart JE, Choirat C, Thompson JW, Lynch K, Laden F, Chavarro JE, 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
    CrossRef
  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
    CrossRef
  73. Ma JK, Chan A, Sandhu A, Li LC. Wearable Physical Activity Measurement Devices Used in Arthritis. Arthritis Care & Research 2020;72(S10):703
    CrossRef
  74. Venetsanou F, Emmanouilidou K, Soutos K, Sotiriou SA, 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
    CrossRef
  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
    CrossRef
  76. Lang CE, Barth J, Holleran CL, Konrad JD, Bland MD. Implementation of Wearable Sensing Technology for Movement: Pushing Forward into the Routine Physical Rehabilitation Care Field. Sensors 2020;20(20):5744
    CrossRef
  77. Ong JL, Lau T, Massar SAA, Chong ZT, Ng BKL, Koek D, Zhao W, Yeo BTT, Cheong K, Chee MWL. COVID-19-related mobility reduction: heterogenous effects on sleep and physical activity rhythms. Sleep 2021;44(2)
    CrossRef
  78. Schumacher LM, Thomas C, Ainsworth MC, Arigo D. Social predictors of daily relations between college women’s physical activity intentions and behavior. Journal of Behavioral Medicine 2021;44(2):270
    CrossRef
  79. Lam T, Cheema B, Hayden A, Lord SR, 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)
    CrossRef
  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;
    CrossRef
  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
    CrossRef
  82. McClung HL, Raynor HA, Volpe SL, Dwyer JT, 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
    CrossRef
  83. St Fleur RG, St George SM, Leite R, Kobayashi M, Agosto Y, Jake-Schoffman DE. Use of Fitbit Devices in Physical Activity Intervention Studies Across the Life Course: Narrative Review. JMIR mHealth and uHealth 2021;9(5):e23411
    CrossRef
  84. Allen RW, Burney CP, Davis A, Henkin J, Kelly J, Judd BG, Ivatury SJ. Deep Sleep and Beeps: Sleep Quality Improvement Project in General Surgery Patients. Journal of the American College of Surgeons 2021;232(6):882
    CrossRef
  85. Pino-Ortega J, Gómez-Carmona CD, 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
    CrossRef
  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
    CrossRef
  87. Browne J, Battaglini C, Jarskog LF, Sheeran P, Abrantes AM, McDermott J, Elliott T, Gonzalez O, Penn DL. 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
    CrossRef
  88. Hogan JM, Grant G, Kelly FS, O’Hare JR. 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
    CrossRef
  89. Reynolds RC, Smith VM, 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
    CrossRef
  90. Singhal A, Cowie MR. Digital Health: Implications for Heart Failure Management. Cardiac Failure Review 2021;7
    CrossRef
  91. Hibbing PR, Lamoureux NR, Matthews CE, Welk GJ. Protocol and Data Description: The Free-Living Activity Study for Health. Journal for the Measurement of Physical Behaviour 2021;4(3):197
    CrossRef
  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
    CrossRef
  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
    CrossRef
  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
    CrossRef
  95. Walsh JC, Richmond J, Mc Sharry J, Groarke A, Glynn L, Kelly MG, Harney O, Groarke JM. 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
    CrossRef
  96. Rhodes RE, Blanchard CM, Quinlan A, Symons Downs D, Warburton DE, Beauchamp MR. Couple-Based Physical Activity Planning for New Parents: A Randomized Trial. American Journal of Preventive Medicine 2021;61(4):518
    CrossRef
  97. Hagemann N, Kirtley OJ, Lafit G, Wampers M, Achterhof R, Hermans KS, Hiekkaranta AP, 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
    CrossRef
  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
    CrossRef
  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
    CrossRef
  100. Farmer C, van den Berg ME, Vuu S, Barr CJ. 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
    CrossRef
  101. . Criterion Validity of iOS and Android Applications to Measure Steps and Distance in Adults. Technologies 2021;9(3):55
    CrossRef
  102. Parsons BG, Nagelhout ES, Wankier AP, Hu N, Lensink R, Zhu A, Nottingham K, Grossman D, Jensen JD, Wu YP. 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
    CrossRef
  103. O'Driscoll R, Turicchi J, Hopkins M, Duarte C, Horgan GW, Finlayson G, Stubbs RJ. 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
    CrossRef
  104. Anchouche K, Elharram M, Oulousian E, Razaghizad A, Avram R, Marquis-Gravel G, Randhawa VK, Nkulikiyinka R, Ni W, Fiuzat M, O'Connor C, Psotka MA, 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
    CrossRef
  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
    CrossRef
  106. Minen MT, Stieglitz EJ. Wearables for Neurologic Conditions. Neurology Clinical Practice 2021;11(4)
    CrossRef
  107. Abrantes AM, Van Noppen D, Bailey G, Uebelacker LA, Buman M, Stein MD. A feasibility study of a peer-facilitated physical activity intervention in methadone maintenance. Mental Health and Physical Activity 2021;21:100419
    CrossRef
  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
    CrossRef
  109. Garza JL, Wu ZH, Singh M, Cherniack MG. 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
    CrossRef
  110. Hojjatinia S, Lee AM, Hojjatinia S, Lagoa CM, Brunke-Reese D, Conroy DE. Physical Activity Dynamics During a Digital Messaging Intervention Changed After the Pandemic Declaration. Annals of Behavioral Medicine 2022;56(11):1188
    CrossRef
  111. Cavanna F, Muller S, de la Fuente LA, 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)
    CrossRef
  112. Sun X, Adams SA, Li C, Booth JN, 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
    CrossRef
  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
    CrossRef
  114. Sano N, Taniguchi T, Nakazono H, Liew BXW. 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
    CrossRef
  115. Richter JG, Becker A, Schneider M, Chehab G. Activity tracker in Rheumatology—‘new’ data for improved patient management in routine care?. Rheumatology 2022;61(7):2712
    CrossRef
  116. Mark VW, Mark VW. Functional neurological disorder: Extending the diagnosis to other disorders, and proposing an alternate disease term—Attentionally-modifiable disorder. NeuroRehabilitation 2022;50(2):179
    CrossRef
  117. Berry EC, Marshall HN, Mullany S, Torres SD, Schmidt J, Thomson D, Knight LSW, Hollitt GL, Qassim A, Ridge B, Schulz A, Hassall MM, Nguyen TT, Lake S, Mills RA, Agar A, Galanopoulos A, Landers J, Healey PR, Graham SL, Hewitt AW, MacGregor S, Casson RJ, Siggs OM, Craig JE. Physical Activity Is Associated With Macular Thickness: A Multi-Cohort Observational Study. Investigative Opthalmology & Visual Science 2023;64(3):11
    CrossRef
  118. Sylvia LG, Gold AK, Rakhilin M, Amado S, Modrow MF, Albury EA, George N, Peters AT, Selvaggi CA, Horick N, Rabideau DJ, Dohse H, Tovey RE, Turner JA, Schopfer DW, Pletcher MJ, Katz D, Deckersbach T, Nierenberg AA. Healthy hearts healthy minds: A randomized trial of online interventions to improve physical activity. Journal of Psychosomatic Research 2023;164:111110
    CrossRef
  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
    CrossRef
  120. Fernandes L, Villadsen A, Holm CE, Sørensen MS, Zebis MK, Andersen LL, 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
    CrossRef
  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
    CrossRef
  122. Alarie C, Gagnon I, Guise ED, McKerral M, Kersalé M, Hoog BVH, 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
    CrossRef
  123. Griffiths C, da Silva KM, Leathlean C, Jiang H, Ang CS, 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
    CrossRef
  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
    CrossRef
  125. Mähs M, Pithan JS, Bergmann I, Gabrys L, Graf J, Hölzemann A, Van Laerhoven K, Otto-Hagemann S, Popescu ML, 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)
    CrossRef
  126. Leese J, Geldman J, Zhu S, Macdonald GG, Pourrahmat M, Townsend AF, Backman CL, Nimmon L, Li LC. 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
    CrossRef
  127. McBeath KCC, Angermann CE, Cowie MR. Digital Technologies to Support Better Outcome and Experience of Care in Patients with Heart Failure. Current Heart Failure Reports 2022;19(3):75
    CrossRef
  128. Brakenridge CJ, Salim A, Healy GN, Grigg R, Carver A, Rickards K, Owen N, Dunstan DW. 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
    CrossRef
  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
    CrossRef
  130. Henriksen A, Svartdal F, Grimsgaard S, Hartvigsen G, Hopstock LA. Polar Vantage and Oura Physical Activity and Sleep Trackers: Validation and Comparison Study. JMIR Formative Research 2022;6(5):e27248
    CrossRef
  131. Thorpe D, Fouyaxis J, Lipschitz JM, Nielson A, Li W, Murphy SA, 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
    CrossRef
  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
    CrossRef
  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
    CrossRef
  134. Prado RCR, Knebel MTG, Ribeiro EHC, Teixeira IP, Sasaki JE, Araújo LVD, Guerra PH, Florindo AA. Smartphone apps for tracking physical activity and sedentary behavior: A criterion validity review. Revista Brasileira de Atividade Física & Saúde 2022;27:1
    CrossRef
  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
    CrossRef
  136. Mair JL, Hayes LD, Campbell AK, 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
    CrossRef
  137. Roberts-Lewis SF, White CM, Ashworth M, Rose MR. Validity of Fitbit activity monitoring for adults with progressive muscle diseases. Disability and Rehabilitation 2022;44(24):7543
    CrossRef
  138. Kringle EA, 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
    CrossRef
  139. Broderick J, Haberlin C, O Donnell DM. 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 2022;:1
    CrossRef
  140. Chevance G, Golaszewski NM, Tipton E, Hekler EB, Buman M, Welk GJ, Patrick K, Godino JG. 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
    CrossRef
  141. Somani SN, Yu KM, Chiu AG, Sykes KJ, Villwock JA. Consumer Wearables for Patient Monitoring in Otolaryngology: A State of the Art Review. Otolaryngology–Head and Neck Surgery 2022;167(4):620
    CrossRef
  142. Giurgiu M, Nigg C, Fiedler J, Timm I, Rulf E, Bussmann JB, Nigg CR, Woll A, Ebner-Priemer UW. 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
    CrossRef
  143. Shook RP, Yeh H, Welk GJ, Davis AM, 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
    CrossRef
  144. Haq A, Ribbans WJ, Hohenauer E, Baross AW. 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
    CrossRef
  145. Hughes A, Shandhi MMH, Master H, Dunn J, Brittain E. Wearable Devices in Cardiovascular Medicine. Circulation Research 2023;132(5):652
    CrossRef
  146. Ma JK, Floegel TA, Li LC, Leese J, De Vera MA, Beauchamp MR, Taunton J, Liu-Ambrose T, Allen KD. Tailored physical activity behavior change interventions: challenges and opportunities. Translational Behavioral Medicine 2021;11(12):2174
    CrossRef
  147. Chevance G, Baretta D, Romain AJ, Godino JG, 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
    CrossRef
  148. O’Brien MW, Wu Y, Petterson JL, Bray NW, Kimmerly DS. Validity of the ActivPAL monitor to distinguish postures: A systematic review. Gait & Posture 2022;94:107
    CrossRef
  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
    CrossRef
  150. Picerno P, Iosa M, D’Souza C, Benedetti MG, Paolucci S, Morone G. Wearable inertial sensors for human movement analysis: a five-year update. Expert Review of Medical Devices 2021;18(sup1):79
    CrossRef
  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
    CrossRef
  152. VandeBunte A, Gontrum E, Goldberger L, Fonseca C, Djukic N, You M, Kramer JH, Casaletto KB. Physical activity measurement in older adults: Wearables versus self-report. Frontiers in Digital Health 2022;4
    CrossRef
  153. Pandrangi VC, Jorizzo M, Shah S, Bruening J, Wax MK, Clayburgh D, Andersen P, Li RJ. Monitoring postoperative ambulation and sleep after head and neck surgery: Feasibility and utility study using wearable devices. Head & Neck 2022;44(12):2744
    CrossRef
  154. Wagner SR, Gregersen RR, Henriksen L, Hauge E, Keller KK. Smartphone Pedometer Sensor Application for Evaluating Disease Activity and Predicting Comorbidities in Patients with Rheumatoid Arthritis: A Validation Study. Sensors 2022;22(23):9396
    CrossRef
  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
    CrossRef
  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
    CrossRef
  157. Michalsen H, Wangberg SC, Hartvigsen G, Henriksen A, Pettersen G, Jaccheri L, Jahnsen RB, 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
    CrossRef
  158. Stevenson BL, Kunicki ZJ, Brick L, Blevins CE, Stein M, Abrantes AM. 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
    CrossRef
  159. Mair JL, Hayes LD, Campbell AK, Buchan DS, 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
    CrossRef
  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
    CrossRef
  161. Shah VV, Curtze C, Sowalsky K, Arpan I, Mancini M, Carlson-Kuhta P, El-Gohary M, Horak FB, McNames J. Inertial Sensor Algorithm to Estimate Walk Distance. Sensors 2022;22(3):1077
    CrossRef
  162. Lawhun Costello V, Chevance G, Wing D, Mansour-Assi SJ, Sharp S, Golaszewski NM, Young EA, Higgins M, Ibarra A, Larsen B, Godino JG. 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
    CrossRef
  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
    CrossRef
  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
    CrossRef
  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
    CrossRef
  166. Abrantes AM, Meshesha LZ, E Blevins C, Battle CL, 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
    CrossRef
  167. Tappan RS, Danilovich M, Yamamoto E, Cox NS. 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
    CrossRef
  168. Athanasopoulou K, Daneva GN, Adamopoulos PG, Scorilas A. Artificial Intelligence: The Milestone in Modern Biomedical Research. BioMedInformatics 2022;2(4):727
    CrossRef
  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
    CrossRef
  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
    CrossRef
  171. Mehrabani G, Gross DP, Aminian S, Manns PJ. 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
    CrossRef
  172. Yfantidou S, Karagianni C, Efstathiou S, Vakali A, Palotti J, Giakatos DP, Marchioro T, Kazlouski A, Ferrari E, Girdzijauskas . LifeSnaps, a 4-month multi-modal dataset capturing unobtrusive snapshots of our lives in the wild. Scientific Data 2022;9(1)
    CrossRef
  173. Boateng G, Petersen CL, Kotz D, Fortuna KL, Masutani R, Batsis JA. A Smartwatch Step-Counting App for Older Adults: Development and Evaluation Study. JMIR Aging 2022;5(3):e33845
    CrossRef
  174. Gibian JT, Bartosiak KA, Lucey BP, Riegler V, King J, Barrack RL. Sleep Disturbances Following Total Knee Arthroplasty. The Journal of Arthroplasty 2023;38(6):S120
    CrossRef
  175. Veale D, Serfaty M, Humpston C, Papageorgiou A, Markham S, Hodsoll J, Young AH. 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)
    CrossRef
  176. de Diego-Alonso C, Alegre-Ayala J, Buesa A, Blasco-Abadía J, López-Royo MP, Roldán-Pérez P, Giner-Nicolás R, Güeita-Rodriguez J, Fini NA, 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
    CrossRef
  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
    CrossRef
  178. Giurgiu M, Kolb S, Nigg C, Burchartz A, Timm I, Becker M, Rulf E, Doster A, Koch E, Bussmann JBJ, Nigg C, Ebner-Priemer UW, 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
    CrossRef
  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
    CrossRef
  180. Xu Z, Zahradka N, Ip S, Koneshloo A, Roemmich RT, Sehgal S, Highland KB, Searson PC. Evaluation of physical health status beyond daily step count using a wearable activity sensor. npj Digital Medicine 2022;5(1)
    CrossRef
  181. Vajravelu ME, 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
    CrossRef
  182. Pfammatter AF, Hughes BO, 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
    CrossRef
  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
    CrossRef
  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
    CrossRef
  185. Schmidt MD, Rathbun SL, Chu Z, Boudreaux BD, Hahn L, Novotny E, Johnsen K, Ahn SJ. Agreement between Fitbit and ActiGraph Estimates of Physical Activity in Young Children. Measurement in Physical Education and Exercise Science 2023;27(2):171
    CrossRef
  186. Duong TTH, 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
    CrossRef
  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
    CrossRef
  188. Held NJ, Perrotta AS, Mueller T, Pfoh-MacDonald SJ. 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
    CrossRef
  189. Keogh A, Alcock L, Brown P, Buckley E, Brozgol M, Gazit E, Hansen C, Scott K, Schwickert L, Becker C, Hausdorff JM, 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;9:205520762211507
    CrossRef
  190. Mason MR, Hudgins JH, Campbell MS, Biddle MJ, Ickes MJ, Dugan A, Bollinger LM. Changes in physical activity during the initial stages of the COVID-19 pandemic. Journal of Sports Sciences 2022;40(1):116
    CrossRef
  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
    CrossRef
  192. Allen RW, Shaw RD, Burney CP, Newton LE, Lee AY, Judd BG, Ivatury SJ. Deep sleep and beeps II: Sleep quality improvement project in general surgery patients. Surgery 2022;172(6):1697
    CrossRef
  193. Cummings C, Crochiere R, Lansing AH, 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
    CrossRef
  194. John A, Redmond SJ, 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
    CrossRef
  195. Matlary RED, Grydeland M, Glosli H, Rueegg CS, Holme PA. Physical activity in Norwegian teenagers and young adults with haemophilia A compared to general population peers. Haemophilia 2023;29(2):658
    CrossRef
  196. Carpenter CA, Ugwoaba UA, Cardel MI, Ross KM. Using self-monitoring technology for nutritional counseling and weight management. DIGITAL HEALTH 2022;8:205520762211027
    CrossRef
  197. Curran M, Tierney AC, Collins L, Kennedy L, McDonnell C, Jurascheck AJ, 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
    CrossRef
  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
    CrossRef
  199. Matlary RED, Holme PA, Glosli H, Rueegg CS, 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)
    CrossRef
  200. De Calheiros Velozo J, Habets J, George SV, 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
    CrossRef
  201. Swartz AM, 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
    CrossRef
  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
    CrossRef
  203. Rekeland IG, Sørland K, Bruland O, Risa K, Alme K, Dahl O, Tronstad KJ, Mella O, Fluge , Abdelbasset WK. Activity monitoring and patient-reported outcome measures in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome patients. PLOS ONE 2022;17(9):e0274472
    CrossRef
  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
    CrossRef
  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
    CrossRef
  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
    CrossRef
  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
    CrossRef
  208. Polhemus A, Sieber C, Haag C, Sylvester R, Kool J, Gonzenbach R, von Wyl V, Li-Jessen NY. 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
    CrossRef
  209. More KR, Hayes NL, Phillips LA. Contrasting constructs or continuum? Examining the dimensionality of body appreciation and body dissatisfaction. Psychology & Health 2024;39(3):336
    CrossRef
  210. Silva AS, Correia MV, Silva HP. Invisible ECG for High Throughput Screening in eSports. Sensors 2021;21(22):7601
    CrossRef
  211. Giurgiu M, Timm I, Becker M, Schmidt S, Wunsch K, Nissen R, Davidovski D, Bussmann JBJ, Nigg CR, Reichert M, Ebner-Priemer UW, 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
    CrossRef
  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
    CrossRef
  213. Kim W, Kim H, Pack SP, 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
    CrossRef
  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;
    CrossRef
  215. Browne J, Battaglini C, Jarskog LF, Sheeran P, Abrantes AM, Elliott T, Gonzalez O, Penn DL. Virtual group-based walking intervention for persons with schizophrenia: A pilot randomized controlled trial. Mental Health and Physical Activity 2023;24:100515
    CrossRef
  216. Kos M, Brouwer CG, van Laarhoven HW, Hopman MT, van Oijen MG, Buffart LM. 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
    CrossRef
  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
    CrossRef
  218. BIZHANOVA Z, SEREIKA SM, BROOKS MM, ROCKETTE-WAGNER B, KARIUKI JK, BURKE LE. 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
    CrossRef
  219. White DK, 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
    CrossRef
  220. Ha Y, Lee J, Shin K, Moon JH, 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
    CrossRef
  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
    CrossRef
  222. Kettinen J, Tikkanen H, Hiltunen M, Murray A, Horn N, Taylor WR, 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
    CrossRef
  223. Haywood HB, Sauer AJ, Allen LA, Albert NM, Devore AD. The Promise and Risks of mHealth in Heart Failure Care. Journal of Cardiac Failure 2023;29(9):1298
    CrossRef
  224. Maeda A, Suzuki R, Maurer R, Kurokawa S, Kaneko M, Sato R, Nakajima H, Ogura K, Yamanaka M, Uchida T, Nagasaka Y, Melo RS. Physical and psychological recovery after vaginal childbirth with and without epidural analgesia: A prospective cohort study. PLOS ONE 2023;18(10):e0292393
    CrossRef
  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
    CrossRef
  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
    CrossRef
  227. Terbraak M, Kolk D, Vroomen JLM, Twisk JWR, Buurman BM, 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)
    CrossRef
  228. Rogers EM, Banks NF, Jenkins NDM. 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
    CrossRef
  229. David S, Hohenfeld C, Haberl L, Pahl J, Costa AS, Kilders A, Hildebrand F, Schulz JB, Reetz K, Haeger A. Physical activity monitoring in Alzheimer’s disease during sport interventions: a multi-methodological perspective. Frontiers in Neurology 2023;14
    CrossRef
  230. Giurgiu M, Ketelhut S, Kubica C, Nissen R, Doster A, Thron M, Timm I, Giurgiu V, Nigg CR, Woll A, Ebner-Priemer UW, Bussmann JB. 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)
    CrossRef
  231. Lederer L, Breton A, Jeong H, Master H, Roghanizad AR, Dunn J. The Importance of Data Quality Control in Using Fitbit Device Data From the Research Program. JMIR mHealth and uHealth 2023;11:e45103
    CrossRef
  232. Brame J, Kohl J, Centner C, Wurst R, Fuchs R, Tinsel I, Maiwald P, Fichtner UA, 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
    CrossRef
  233. Curtis RG, 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)
    CrossRef
  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)
    CrossRef
  235. Pattanaik S, Fastring D, Bateman RC. A Longitudinal Pilot Study of Stress and Sleep in First-Year Osteopathic Medical Students. Journal of Medical Education and Curricular Development 2023;10:238212052311795
    CrossRef
  236. Hamilton AC, Lee N, Stilphen M, Hu B, Schramm S, Frost F, Fox J, Rothberg MB. Increasing Mobility via In‐hospital Ambulation Protocol Delivered by Mobility Technicians: A Pilot Randomized Controlled Trial. Journal of Hospital Medicine 2019;14(5):272
    CrossRef
  237. . Mobile Health and Preventive Medicine. Medical Clinics of North America 2023;107(6):1097
    CrossRef
  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 2023;:1
    CrossRef
  239. Creswell JD, Tumminia MJ, Price S, Sefidgar Y, Cohen S, Ren Y, Brown J, Dey AK, Dutcher JM, Villalba D, Mankoff J, Xu X, Creswell K, Doryab A, Mattingly S, Striegel A, Hachen D, Martinez G, Lovett MC. Nightly sleep duration predicts grade point average in the first year of college. Proceedings of the National Academy of Sciences 2023;120(8)
    CrossRef
  240. Arevalo WM, Caicedo BI, Urizar GG, 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)
    CrossRef
  241. Colonna G, Hoye J, de Laat B, Stanley G, Ibrahimy A, Tinaz S, Morris ED. Measuring Heart Rate Accurately in Patients With Parkinson Disease During Intense Exercise: Usability Study of Fitbit Charge 4. JMIR Biomedical Engineering 2023;8:e51515
    CrossRef
  242. Machorro-Cano I, Olmedo-Aguirre JO, Alor-Hernández G, Rodríguez-Mazahua L, Sánchez-Morales LN, Pérez-Castro N. Cloud-Based Platforms for Health Monitoring: A Review. Informatics 2023;11(1):2
    CrossRef
  243. Seton KA, Espejo-Oltra JA, Giménez-Orenga K, Haagmans R, Ramadan DJ, 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
    CrossRef
  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)
    CrossRef
  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
    CrossRef
  246. Waddell A, Birkett S, Broom D, McGregor G, Harwood AE. Validating the Fitbit Charge 4© wearable activity monitor for use in physical activity interventions. Journal of Science and Medicine in Sport 2024;
    CrossRef
  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 , Aguado L, Cubo E. Validation of ActiGraph and Fitbit in the assessment of energy expenditure in Huntington's disease. Gait & Posture 2024;109:89
    CrossRef
  248. Vecellio DJ, Lagoa CM, Conroy DE. 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
    CrossRef
  249. Janssen A, Donnelly C, Shaw T. Health information systems: A Taxonomy (Preprint). Journal of Medical Internet Research 2023;
    CrossRef
  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;
    CrossRef
  251. Montgomery SM, 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
    CrossRef
  252. Nissar G, Khan RA, Mushtaq S, Lone SA, Moon AH. IoT in healthcare: a review of services, applications, key technologies, security concerns, and emerging trends. Multimedia Tools and Applications 2024;
    CrossRef
  253. Bishop L, Demers M, Rowe J, Zondervan D, Winstein CJ. A Novel, Wearable Inertial Measurement Unit for Stroke Survivors: Validity, Acceptability, and Usability. Archives of Physical Medicine and Rehabilitation 2024;
    CrossRef
  254. Sieber C, Haag C, Polhemus A, Haile SR, 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
    CrossRef
  255. Zhang Y, Folarin AA, 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 BW, Vairavan S, Wykes T, Haro JM, Penninx BW, Narayan VA, Hotopf M, Dobson RJ, 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
    CrossRef
  256. White JW, Finnegan OL, Tindall N, Nelakuditi S, Brown DE, Pate RR, Welk GJ, de Zambotti M, Ghosal R, Wang Y, Burkart S, Adams EL, Chandrashekhar M, Armstrong B, Beets MW, Weaver RG, 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
    CrossRef
  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
    CrossRef
  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 MG, Roik D, Koychev I, Hopøy A, Schwertner E, Gkioka M, Aarsland D, Visser PJ. Feasibility and usability of remote monitoring in Alzheimer's disease. DIGITAL HEALTH 2024;10
    CrossRef

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