Published on in Vol 7, No 4 (2019): April

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/11819, first published .
Consumer-Based Wearable Activity Trackers Increase Physical Activity Participation: Systematic Review and Meta-Analysis

Consumer-Based Wearable Activity Trackers Increase Physical Activity Participation: Systematic Review and Meta-Analysis

Consumer-Based Wearable Activity Trackers Increase Physical Activity Participation: Systematic Review and Meta-Analysis

Journals

  1. Lynch C, Bird S, Lythgo N, Selva-Raj I. Changing the Physical Activity Behavior of Adults With Fitness Trackers: A Systematic Review and Meta-Analysis. American Journal of Health Promotion 2020;34(4):418 View
  2. Hodkinson A, Kontopantelis E, Adeniji C, van Marwijk H, McMillan B, Bower P, Panagioti M. Accelerometer- and Pedometer-Based Physical Activity Interventions Among Adults With Cardiometabolic Conditions. JAMA Network Open 2019;2(10):e1912895 View
  3. Franssen W, Franssen G, Spaas J, Solmi F, Eijnde B. Can consumer wearable activity tracker-based interventions improve physical activity and cardiometabolic health in patients with chronic diseases? A systematic review and meta-analysis of randomised controlled trials. International Journal of Behavioral Nutrition and Physical Activity 2020;17(1) View
  4. Marler J, Fujii C, Wong K, Galanko J, Balbierz D, Utley D. Assessment of a Personal Interactive Carbon Monoxide Breath Sensor in People Who Smoke Cigarettes: Single-Arm Cohort Study. Journal of Medical Internet Research 2020;22(10):e22811 View
  5. Ding E, Ensom E, Hafer N, Buchholz B, Picard M, Dunlap D, Rogers E, Lawton C, Koren A, Lilly C, Fitzgibbons T, McManus D. Point-of-care technologies in heart, lung, blood and sleep disorders from the Center for Advancing Point-of-Care Technologies. Current Opinion in Biomedical Engineering 2019;11:58 View
  6. Rincon T. How NPs can help expand telehealth services. The Nurse Practitioner 2019;44(11):30 View
  7. Lam C, Milne-Ives M, Van Velthoven M, Meinert E. Internet of Things–Enabled Technologies for Weight Management in Children and Adolescents: Protocol for a Systematic Review. JMIR Research Protocols 2020;9(3):e16930 View
  8. AlSheikh M. Effect of exercise on glycaemic control and pregnancy outcomes in women with gestational diabetes mellitus: A review. Indian Journal of Physiology and Pharmacology 2020;64:102 View
  9. 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
  10. Degroote L, Hamerlinck G, Poels K, Maher C, Crombez G, De Bourdeaudhuij I, Vandendriessche A, Curtis R, DeSmet A. Low-Cost Consumer-Based Trackers to Measure Physical Activity and Sleep Duration Among Adults in Free-Living Conditions: Validation Study. JMIR mHealth and uHealth 2020;8(5):e16674 View
  11. van Wissen K, Blanchard D. Activity monitors for increasing physical activity in adult stroke survivors: A Cochrane review summary. International Journal of Nursing Studies 2020;109:103392 View
  12. Lewis Z, Pritting L, Picazo A, JeanMarie-Tucker M. The utility of wearable fitness trackers and implications for increased engagement: An exploratory, mixed methods observational study. DIGITAL HEALTH 2020;6:205520761990005 View
  13. 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
  14. Liu J, Kor P, Chan C, Kwan R, Sze-Ki D. The effectiveness of a wearable activity tracker (WAT)-based intervention to improve physical activity levels in sedentary older adults: A systematic review and meta-analysis. Archives of Gerontology and Geriatrics 2020;91:104211 View
  15. Zhang Z, Giordani B, Chen W. Fidelity and feasibility of a multicomponent physical activity intervention in a retirement community. Geriatric Nursing 2020;41(4):394 View
  16. Saarikko J, Niela-Vilen H, Ekholm E, Hamari L, Azimi I, Liljeberg P, Rahmani A, Löyttyniemi E, Axelin A. Continuous 7-Month Internet of Things–Based Monitoring of Health Parameters of Pregnant and Postpartum Women: Prospective Observational Feasibility Study. JMIR Formative Research 2020;4(7):e12417 View
  17. Dagher L, Shi H, Zhao Y, Marrouche N. Wearables in cardiology: Here to stay. Heart Rhythm 2020;17(5):889 View
  18. Düking P, Tafler M, Wallmann-Sperlich B, Sperlich B, Kleih S. Behavior Change Techniques in Wrist-Worn Wearables to Promote Physical Activity: Content Analysis. JMIR mHealth and uHealth 2020;8(11):e20820 View
  19. Delrieu L, Anota A, Trédan O, Freyssenet D, Maire A, Canada B, Fournier B, Febvey-Combes O, Pilleul F, Bouhamama A, Caux C, Joly F, Fervers B, Pialoux V, Pérol D, Pérol O. Design and methods of a national, multicenter, randomized and controlled trial to assess the efficacy of a physical activity program to improve health-related quality of life and reduce fatigue in women with metastatic breast cancer: ABLE02 trial. BMC Cancer 2020;20(1) View
  20. Kwan R, Lee D, Lee P, Tse M, Cheung D, Thiamwong L, Choi K. Effects of an mHealth Brisk Walking Intervention on Increasing Physical Activity in Older People With Cognitive Frailty: Pilot Randomized Controlled Trial. JMIR mHealth and uHealth 2020;8(7):e16596 View
  21. 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
  22. 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
  23. Vallance J, Nguyen N, Moore M, Reeves M, Rosenberg D, Boyle T, Milton S, Friedenreich C, English D, Lynch B. Effects of the ACTIVity And TEchnology (ACTIVATE) intervention on health‐related quality of life and fatigue outcomes in breast cancer survivors. Psycho-Oncology 2020;29(1):204 View
  24. Leonard K, Evans M, Oravecz Z, Smyth J, Symons Downs D. Effect of Technology-Supported Interventions on Prenatal Gestational Weight Gain, Physical Activity, and Healthy Eating Behaviors: a Systematic Review and Meta-analysis. Journal of Technology in Behavioral Science 2021;6(1):25 View
  25. Ward-Ritacco C, Meyer A, Walker G, Riebe D, Sabik N. Percent body fat, but not lean mass, is associated with objectively measured physical function in middle-aged women. Maturitas 2020;142:11 View
  26. Peters T, Brazeau A. Exercise in Pregnant Women with Diabetes. Current Diabetes Reports 2019;19(9) View
  27. Chia G, Anderson A, McLean L. Behavior Change Techniques Incorporated in Fitness Trackers: Content Analysis. JMIR mHealth and uHealth 2019;7(7):e12768 View
  28. Rising C, Jensen R, Moser R, Oh A. Characterizing the US Population by Patterns of Mobile Health Use for Health and Behavioral Tracking: Analysis of the National Cancer Institute's Health Information National Trends Survey Data. Journal of Medical Internet Research 2020;22(5):e16299 View
  29. Brickwood K, Williams A, Watson G, O’Brien J. Older adults’ experiences of using a wearable activity tracker with health professional feedback over a 12-month randomised controlled trial. DIGITAL HEALTH 2020;6:205520762092167 View
  30. 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
  31. Powell S, Larsen C, Phillips S, Pellegrini C. Exploring Beliefs and Preferences for Reducing Sedentary Behavior Among Adults With Symptomatic Knee Osteoarthritis or Knee Replacement. ACR Open Rheumatology 2021;3(1):55 View
  32. Chandrasekaran R, Katthula V, Moustakas E. Patterns of Use and Key Predictors for the Use of Wearable Health Care Devices by US Adults: Insights from a National Survey. Journal of Medical Internet Research 2020;22(10):e22443 View
  33. Carrier B, Barrios B, Jolley B, Navalta J. Validity and Reliability of Physiological Data in Applied Settings Measured by Wearable Technology: A Rapid Systematic Review. Technologies 2020;8(4):70 View
  34. 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
  35. Beauchamp U, Pappot H, Holländer-Mieritz C. The Use of Wearables in Clinical Trials During Cancer Treatment: Systematic Review. JMIR mHealth and uHealth 2020;8(11):e22006 View
  36. Laranjo L, Ding D, Heleno B, Kocaballi B, Quiroz J, Tong H, Chahwan B, Neves A, Gabarron E, Dao K, Rodrigues D, Neves G, Antunes M, Coiera E, Bates D. Do smartphone applications and activity trackers increase physical activity in adults? Systematic review, meta-analysis and metaregression. British Journal of Sports Medicine 2021;55(8):422 View
  37. Zaharieva D, Addala A, Simmons K, Maahs D. Weight Management in Youth with Type 1 Diabetes and Obesity: Challenges and Possible Solutions. Current Obesity Reports 2020;9(4):412 View
  38. Seo M, Kim Y, Jung H, Kim J, Lee J. Does Online Social Connectivity Promote Physical Activity in a Wearable Tracker-Based Intervention? A Pilot Randomized Controlled Study. Sustainability 2020;12(21):8803 View
  39. Oppezzo M, Tremmel J, Desai M, Baiocchi M, Ramo D, Cullen M, Prochaska J. Twitter-Based Social Support Added to Fitbit Self-Monitoring for Decreasing Sedentary Behavior: Protocol for a Randomized Controlled Pilot Trial With Female Patients From a Women’s Heart Clinic. JMIR Research Protocols 2020;9(12):e20926 View
  40. Santo K, Redfern J. Digital Health Innovations to Improve Cardiovascular Disease Care. Current Atherosclerosis Reports 2020;22(12) View
  41. Li C, Lin S, Chib A. The state of wearable health technologies: a transdisciplinary literature review. Mobile Media & Communication 2021;9(2):353 View
  42. Robertson M, Lyons E, Liao Y, Baum M, Basen-Engquist K. Gamified Text Messaging Contingent on Device-Measured Steps: Randomized Feasibility Study of a Physical Activity Intervention for Cancer Survivors. JMIR mHealth and uHealth 2020;8(11):e18364 View
  43. Rieder A, Eseryel U, Lehrer C, Jung R. Why Users Comply with Wearables: The Role of Contextual Self-Efficacy in Behavioral Change. International Journal of Human–Computer Interaction 2021;37(3):281 View
  44. Schoeppe S, Salmon J, Williams S, Power D, Alley S, Rebar A, Hayman M, Duncan M, Vandelanotte C. Effects of an Activity Tracker and App Intervention to Increase Physical Activity in Whole Families—The Step It Up Family Feasibility Study. International Journal of Environmental Research and Public Health 2020;17(20):7655 View
  45. Lewis Z, Cannon M, Rubio G, Swartz M, Lyons E. Analysis of the Behavioral Change and Utility Features of Electronic Activity Monitors. Technologies 2020;8(4):75 View
  46. Peng W, Li L, Kononova A, Cotten S, Kamp K, Bowen M. Habit Formation in Wearable Activity Tracker Use Among Older Adults: Qualitative Study. JMIR mHealth and uHealth 2021;9(1):e22488 View
  47. Chaudhry U, Wahlich C, Fortescue R, Cook D, Knightly R, Harris T. The effects of step-count monitoring interventions on physical activity: systematic review and meta-analysis of community-based randomised controlled trials in adults. International Journal of Behavioral Nutrition and Physical Activity 2020;17(1) View
  48. Harper L, Hewitt C, Litchfield I, Morgan M, Chanouzas D, Caulfield H, Coughlan L, Dean C, Fletcher K, Cramp F, Greenfield S, Ives N, Jowett S, Kodabuckus S, Tearne S, Sehmi S, Edwardson C, Dawkins N, Daley A. Management of fatigue with physical activity and behavioural change support in vasculitis: a feasibility study. Rheumatology 2021 View
  49. Larsen L, Lauritzen M, Gangstad S, Kjaer T. The Use of Small Electronic Devices and Health: Feasibility of Interventions for a Forthcoming Crossover Design. JMIR Formative Research 2021;5(1):e20410 View
  50. Rubin D, Rich Severin , Arena R, Bond S. Leveraging technology to move more and sit less. Progress in Cardiovascular Diseases 2021;64:55 View
  51. Brickwood K, Ahuja K, Watson G, O'Brien J, Williams A. Effects of Activity Tracker Use With Health Professional Support or Telephone Counseling on Maintenance of Physical Activity and Health Outcomes in Older Adults: Randomized Controlled Trial. JMIR mHealth and uHealth 2021;9(1):e18686 View
  52. Hauguel-Moreau M, Naudin C, N’Guyen L, Squara P, Rosencher J, Makowski S, Beverelli F, Ballotta A. Smart bracelet to assess physical activity after cardiac surgery: A prospective study. PLOS ONE 2020;15(12):e0241368 View
  53. 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
  54. Johnston W, Judice P, Molina García P, Mühlen J, Lykke Skovgaard E, Stang J, Schumann M, Cheng S, Bloch W, Brønd J, Ekelund U, Grøntved A, Caulfield B, Ortega F, Sardinha L. Recommendations for determining the validity of consumer wearable and smartphone step count: expert statement and checklist of the INTERLIVE network. British Journal of Sports Medicine 2020:bjsports-2020-103147 View
  55. Valle C, Pinto B, LaRose J, Diamond M, Horrell L, Nezami B, Hatley K, Coffman E, Polzien K, Hales D, Deal A, Rini C, Rosenstein D, Tate D. Promoting physical activity in young adult cancer survivors using mHealth and adaptive tailored feedback strategies: Design of the Improving Physical Activity after Cancer Treatment (IMPACT) randomized controlled trial. Contemporary Clinical Trials 2021;103:106293 View
  56. Pereira L, Queirós A, Rocha N. Is the Portuguese Software Industry Ready for eHealth? An Exploratory Study. Procedia Computer Science 2021;181:403 View
  57. Hajna S, Sharp S, Cooper A, Williams K, van Sluijs E, Brage S, Griffin S, Sutton S. Effectiveness of Minimal Contact Interventions: An RCT. American Journal of Preventive Medicine 2021;60(3):e111 View
  58. Jayawardene W, Huber L, McDonnell J, Curran L, Larson S, Dickinson S, Chen X, Pena E, Carson A, Johnston J. ‘Tracking Together’—Simultaneous Use of Human and Dog Activity Trackers: Protocol for a Factorial, Randomized Controlled Pilot Trial. International Journal of Environmental Research and Public Health 2021;18(4):1561 View
  59. Díaz-Quesada G, Puga-González E, Muñoz-Galiano I. Efecto de la utilización de pulseras inteligentes para el incremento de la actividad física en adolescentes de un entorno rural: Estudio Piloto. JUMP 2021;(3):10 View
  60. Finley D, Stevens C, Emond J, Batsis J, Fay K, Darabos C, Sacks O, Cook S, Lyons K. Potential effectiveness of a surgeon-delivered exercise prescription and an activity tracker on pre-operative exercise adherence and aerobic capacity of lung cancer patients. Surgical Oncology 2021;37:101525 View
  61. Keadle S, Meuter L, Phelan S, Phillips S. Charity-based incentives motivate young adult cancer survivors to increase physical activity: a pilot randomized clinical trial. Journal of Behavioral Medicine 2021 View
  62. Blair C, Harding E, Wiggins C, Kang H, Schwartz M, Tarnower A, Du R, Kinney A. A Home-Based Mobile Health Intervention to Replace Sedentary Time With Light Physical Activity in Older Cancer Survivors: Randomized Controlled Pilot Trial. JMIR Cancer 2021;7(2):e18819 View
  63. McFadden C. Wearable Exercise Technology and the Impact on College Women’s Physical Activity. Quest 2021:1 View
  64. Roland C, Knudsen S, Alomairah S, Andersen A, Bendix J, Clausen T, Molsted S, Jensen A, Teilmann G, Jespersen A, Larsen J, Hall G, Andersen E, Barrès R, Mortensen O, Maindal H, Tarnow L, Løkkegaard E, Stallknecht B. Structured supervised exercise training or motivational counselling during pregnancy on physical activity level and health of mother and offspring: FitMum study protocol. BMJ Open 2021;11(3):e043671 View
  65. Nezami B, Valle C, Nulty A, Espeland M, Wing R, Tate D. Predictors and Outcomes of Digital Weighing and Activity Tracking Lapses Among Young Adults During Weight Gain Prevention. Obesity 2021;29(4):698 View
  66. De La Torre S, Spruijt-Metz D, Farias A. Associations Among Wearable Activity Tracker Use, Exercise Motivation, and Physical Activity in a Cohort of Cancer Survivors: Secondary Data Analysis of the Health Information National Trends Survey. JMIR Cancer 2021;7(2):e24828 View
  67. Ometov A, Shubina V, Klus L, Skibińska J, Saafi S, Pascacio P, Flueratoru L, Gaibor D, Chukhno N, Chukhno O, Ali A, Channa A, Svertoka E, Qaim W, Casanova-Marqués R, Holcer S, Torres-Sospedra J, Casteleyn S, Ruggeri G, Araniti G, Burget R, Hosek J, Lohan E. A Survey on Wearable Technology: History, State-of-the-Art and Current Challenges. Computer Networks 2021;193:108074 View
  68. Muggeridge D, Hickson K, Davies A, Giggins O, Megson I, Gorely T, Crabtree D. Measurement of Heart Rate Using the Polar OH1 and Fitbit Charge 3 Wearable Devices in Healthy Adults During Light, Moderate, Vigorous, and Sprint-Based Exercise: Validation Study. JMIR mHealth and uHealth 2021;9(3):e25313 View
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Books/Policy Documents

  1. Deepa M, Shruti M, Mohan V. Diabetes Digital Health. View
  2. Sapp P, Johnston E, Petersen K, Fleming J, Kris-Etherton P. Therapeutic Lipidology. View