Published on in Vol 22 , No 10 (2020) :October

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/23954, first published .
Fitbit-Based Interventions for Healthy Lifestyle Outcomes: Systematic Review and Meta-Analysis

Fitbit-Based Interventions for Healthy Lifestyle Outcomes: Systematic Review and Meta-Analysis

Fitbit-Based Interventions for Healthy Lifestyle Outcomes: Systematic Review and Meta-Analysis

Journals

  1. 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
  2. Jaana M, Paré G. Comparison of Mobile Health Technology Use for Self-Tracking Between Older Adults and the General Adult Population in Canada: Cross-Sectional Survey. JMIR mHealth and uHealth 2020;8(11):e24718 View
  3. Balbim G, Marques I, Marquez D, Patel D, Sharp L, Kitsiou S, Nyenhuis S. Using Fitbit as an mHealth Intervention Tool to Promote Physical Activity: Potential Challenges and Solutions. JMIR mHealth and uHealth 2021;9(3):e25289 View
  4. Feig E, Harnedy L, Celano C, Huffman J. Increase in Daily Steps During the Early Phase of a Physical Activity Intervention for Type 2 Diabetes as a Predictor of Intervention Outcome. International Journal of Behavioral Medicine 2021;28(6):834 View
  5. Li C, Chen X, Bi X. Wearable activity trackers for promoting physical activity: A systematic meta-analytic review. International Journal of Medical Informatics 2021;152:104487 View
  6. 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
  7. Orstad S, Gerchow L, Patel N, Reddy M, Hernandez C, Wilson D, Jay M. Defining Valid Activity Monitor Data: A Multimethod Analysis of Weight-Loss Intervention Participants’ Barriers to Wear and First 100 Days of Physical Activity. Informatics 2021;8(2):39 View
  8. Schwendicke F, Krois J. Data Dentistry: How Data Are Changing Clinical Care and Research. Journal of Dental Research 2022;101(1):21 View
  9. Eccles H, Nannarone M, Lashewicz B, Attridge M, Marchand A, Aiken A, Ho K, Wang J. Barriers to the Use of Web-Based Mental Health Programs for Preventing Depression: Qualitative Study. JMIR Formative Research 2021;5(7):e16949 View
  10. Wang L, Langlais C, Kenfield S, Chan J, Graff R, Allen I, Atreya C, Van Blarigan E. mHealth Interventions to Promote a Healthy Diet and Physical Activity among Cancer Survivors: A Systematic Review of Randomized Controlled Trials. Cancers 2022;14(15):3816 View
  11. Motahari-Nezhad H, Fgaier M, Mahdi Abid M, Péntek M, Gulácsi L, Zrubka Z. Digital Biomarker–Based Studies: Scoping Review of Systematic Reviews. JMIR mHealth and uHealth 2022;10(10):e35722 View
  12. 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
  13. Clemes S, Varela-Mato V, Bodicoat D, Brookes C, Chen Y, Edwardson C, Gray L, Guest A, Johnson V, Munir F, Paine N, Richardson G, Ruettger K, Sayyah M, Sherry A, Di Paola A, Troughton J, Yates T, King J. The effectiveness of the Structured Health Intervention For Truckers (SHIFT): a cluster randomised controlled trial (RCT). BMC Medicine 2022;20(1) View
  14. Holzer R, Bloch W, Brinkmann C. Continuous Glucose Monitoring in Healthy Adults—Possible Applications in Health Care, Wellness, and Sports. Sensors 2022;22(5):2030 View
  15. Nayak B, Bhattacharyya S, Kumar S, Jumnani R. Exploring the factors influencing adoption of health-care wearables among generation Z consumers in India. Journal of Information, Communication and Ethics in Society 2022;20(1):150 View
  16. Kahwati L, Kelly B, Johnson M, Clark R, Viswanathan M. End‐user understanding of qualitative comparative analysis used within evidence synthesis: A mixed‐methods study. Research Synthesis Methods 2023;14(2):180 View
  17. Leigh J, Gerber B, Gans C, Kansal M, Kitsiou S. Smartphone Ownership and Interest in Mobile Health Technologies for Self-care Among Patients With Chronic Heart Failure: Cross-sectional Survey Study. JMIR Cardio 2022;6(1):e31982 View
  18. Casado-Robles C, Viciana J, Guijarro-Romero S, Mayorga-Vega D. Effects of Consumer-Wearable Activity Tracker-Based Programs on Objectively Measured Daily Physical Activity and Sedentary Behavior Among School-Aged Children: A Systematic Review and Meta-analysis. Sports Medicine - Open 2022;8(1) View
  19. Saleem J, Wilck N, Murphy J, Herout J. Veteran and Staff Experience from a Pilot Program of Health Care System–Distributed Wearable Devices and Data Sharing. Applied Clinical Informatics 2022;13(03):532 View
  20. Sui A, Sui W, Liu S, Rhodes R. Ethical considerations for the use of consumer wearables in health research. DIGITAL HEALTH 2023;9:205520762311537 View
  21. Sunny J, Patro C, Karnani K, Pingle S, Lin F, Anekoji M, Jones L, Kesari S, Ashili S. Anomaly Detection Framework for Wearables Data: A Perspective Review on Data Concepts, Data Analysis Algorithms and Prospects. Sensors 2022;22(3):756 View
  22. Malik N, Prado W, Lappan S, Popescu M, Haddock B, Hill J. Development of an Extended-Reality (XR)-Based Intervention to Treat Adolescent Obesity. International Journal of Environmental Research and Public Health 2022;19(7):4264 View
  23. Vermeesch A, Coro A, Mattes K, Ostendorff D, Timko Olson E, Garrigues L. Nature-Based Feasibility Intervention to Influence Mitigation Strategies for Perceived Stress. International Journal of Environmental Research and Public Health 2022;19(19):12277 View
  24. 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
  25. Ferguson T, Olds T, Curtis R, Blake H, Crozier A, Dankiw K, Dumuid D, Kasai D, O'Connor E, Virgara R, Maher C. Effectiveness of wearable activity trackers to increase physical activity and improve health: a systematic review of systematic reviews and meta-analyses. The Lancet Digital Health 2022;4(8):e615 View
  26. Conroy D, Bennett G, Lagoa C, Wolin K. Steps towards digital tools for personalised physical activity promotion. British Journal of Sports Medicine 2022;56(8):424 View
  27. Browne J, Boland D, Baum J, Ikemiya K, Harris Q, Phillips M, Neufeld E, Gomez D, Goldman P, Dolezal B. Lifestyle Modification Using a Wearable Biometric Ring and Guided Feedback Improve Sleep and Exercise Behaviors: A 12-Month Randomized, Placebo-Controlled Study. Frontiers in Physiology 2021;12 View
  28. Leung W, Shi L, Jung J. Are individuals with disabilities using wearable devices? A secondary data analysis of 2017 BRFSS. Disability and Rehabilitation: Assistive Technology 2022:1 View
  29. 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
  30. 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
  31. Oh L, Ab Rahman S, Dubinsky K, Azanan M, Ariffin H. Manipulating the Gut Microbiome as a Therapeutic Strategy to Mitigate Late Effects in Childhood Cancer Survivors. Technology in Cancer Research & Treatment 2023;22:153303382211497 View
  32. Harrison J, O'Donoghue A, Hill J. Use of pedometers in the workplace as a strategy to increase physical activity. British Journal of Cardiac Nursing 2021;16(8):1 View
  33. Frick M, Neu L, Liebhaber N, Sperner-Unterweger B, Stötter J, Keller L, Hüfner K. Why Do We Harm the Environment or Our Personal Health despite Better Knowledge? The Knowledge Action Gap in Healthy and Climate-Friendly Behavior. Sustainability 2021;13(23):13361 View
  34. Mughal F, Raffe W, Stubbs P, Kneebone I, Garcia J. Fitbits for Monitoring Depressive Symptoms in Older Aged Persons: Qualitative Feasibility Study. JMIR Formative Research 2022;6(11):e33952 View
  35. Standen E, Rothman A. Capitalizing on the potential of mobile health applications as behavioral interventions: A research agenda for calorie‐tracking and activity‐tracking applications. Social and Personality Psychology Compass 2023;17(3) View
  36. Rasul T, Wijeratne A, Soleimani S, Lim W. Where there’s sugar, there are sugar-related mobile apps. What factors motivate consumers’ continued use of m-Health?. Journal of Strategic Marketing 2021:1 View
  37. 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 2022 View
  38. Bisson A, Sorrentino V, Lachman M. Walking and Daily Affect Among Sedentary Older Adults Measured Using the StepMATE App: Pilot Randomized Controlled Trial. JMIR mHealth and uHealth 2021;9(12):e27208 View
  39. Motahari-Nezhad H, Al-Abdulkarim H, Fgaier M, Abid M, Péntek M, Gulácsi L, Zrubka Z. Digital Biomarker–Based Interventions: Systematic Review of Systematic Reviews. Journal of Medical Internet Research 2022;24(12):e41042 View
  40. Clemes S, Varela-Mato V, Bodicoat D, Brookes C, Chen Y, Cox E, Edwardson C, Gray L, Guest A, Johnson V, Munir F, Paine N, Richardson G, Ruettger K, Sayyah M, Sherry A, Paola A, Troughton J, Walker S, Yates T, King J. A multicomponent structured health behaviour intervention to improve physical activity in long-distance HGV drivers: the SHIFT cluster RCT. Public Health Research 2022;10(12):1 View
  41. NEWTON R, BEYL R, HEBERT C, HARRIS M, CARTER L, GAHAN W, CARMICHAEL O. A Physical Activity Intervention in Older African Americans: The PAACE Pilot Randomized Controlled Trial. Medicine & Science in Sports & Exercise 2022;54(10):1625 View
  42. Kugathasan T, Gilbert J, Laberge S, Tremblay J, Mathieu M. Activate Your Health: impact of a real-life programme promoting healthy lifestyle habits in Canadian workers. Health Promotion International 2022 View
  43. 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
  44. Haynes N, Ezekwesili A, Nunes K, Gumbs E, Haynes M, Swain J. “Can you see my screen?” Addressing Racial and Ethnic Disparities in Telehealth. Current Cardiovascular Risk Reports 2021;15(12) View
  45. 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
  46. Wang W, Cheng J, Song W, Shen Y. The Effectiveness of Wearable Devices as Physical Activity Interventions for Preventing and Treating Obesity in Children and Adolescents: Systematic Review and Meta-analysis. JMIR mHealth and uHealth 2022;10(4):e32435 View
  47. 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
  48. Grunberg V, Greenberg J, Mace R, Bakhshaie J, Choi K, Vranceanu A. Fitbit Activity, Quota-Based Pacing, and Physical and Emotional Functioning Among Adults With Chronic Pain. The Journal of Pain 2022;23(11):1933 View
  49. Hua J, Li J, Jiang Y, Xie S, Shi Y, Pan L. Skin-Attachable Sensors for Biomedical Applications. Biomedical Materials & Devices 2022 View
  50. Hartman S, Chen R, Tam R, Narayan H, Natarajan L, Liu L. Fitbit Use and Activity Levels From Intervention to 2 Years After: Secondary Analysis of a Randomized Controlled Trial. JMIR mHealth and uHealth 2022;10(6):e37086 View
  51. Horn C, Seely E, Levkoff S, Isley B, Nicklas J. Postpartum women’s experiences in a randomized controlled trial of a web-based lifestyle intervention following Gestational Diabetes: a qualitative study. The Journal of Maternal-Fetal & Neonatal Medicine 2023;36(1) View
  52. Sovová E. Walking or how many steps is enough for us to be health?. Medicína pro praxi 2023;20(1):71 View
  53. Paré G, Wagner G, Prester J. How to develop and frame impactful review articles: key recommendations. Journal of Decision Systems 2023:1 View
  54. Cousineau L, Kumm B, Schultz C. Surveillance, Capitalism, Leisure, and Data: Being Watched, Giving, Becoming. Leisure Sciences 2023;45(5):451 View
  55. 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
  56. Hu J, He W, Zhang J, Song J. Examining the impacts of fitness app features on user well-being. Information & Management 2023;60(5):103796 View
  57. Ryan D, Ross M, Simmich J, Ng N, Burton N, Gilson N, Pavey T, Brown W, Gomersall S. TRACK & ACT: a pragmatic randomised controlled trial exploring the comparative effectiveness of pedometers and activity trackers for changing physical activity and sedentary behaviour in inactive individuals. Journal of Activity, Sedentary and Sleep Behaviors 2023;2(1) View
  58. Betz U, Arora L, Assal R, Azevedo H, Baldwin J, Becker M, Bostock S, Cheng V, Egle T, Ferrari N, Schneider-Futschik E, Gerhardy S, Hammes A, Harzheim A, Herget T, Jauset C, Kretschmer S, Lammie C, Kloss N, Fernandes S, Mitrofan C, Myrgorodska I, Nedbalek D, Neumann S, Paffenholz S, Ponce L, Rogell B, Savic D, Velikova G, Schumacher C, Weisshaar N, Yahya M, Yang J, Zhao G. Game changers in science and technology - now and beyond. Technological Forecasting and Social Change 2023;193:122588 View
  59. AKINCI B, DANIŞAN T, EREN T. Obezite Hastaları İçin Giyilebilir Teknolojilerin ÇKKV Yöntemleri İle Seçimi. Politeknik Dergisi 2022;25(3):947 View

Books/Policy Documents

  1. Lustria M, van Weert J. The International Encyclopedia of Health Communication. View
  2. Vining D. Structured Reporting in Radiology. View
  3. Santofimia M, Villanueva F, Dorado J, Rubio A, Fernández-Bermejo J, Llumiguano H, del Toro X, Wiratunga N, Lopez J. Image Analysis and Processing. ICIAP 2022 Workshops. View