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

Digital Health Reviews (1318) Innovations and Technology for Physical Activity Education (754) Web-based and Mobile Health Interventions (3345) Fitness Trackers and Smart Pedometers/Accelerometers (568) mHealth for Wellness, Behavior Change and Prevention (2912) Wearable Devices and Sensors (900)

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

Authors of this article:

Mickael Ringeval1 Author Orcid Image ;   Gerit Wagner2 Author Orcid Image ;   James Denford3 Author Orcid Image ;   Guy Paré2 Author Orcid Image ;   Spyros Kitsiou4 Author Orcid Image
Article Authors Cited by (117) Tweetations (35) Metrics

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 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 2024;19(1):131 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 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 2023;31(4):856 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 2023;22(3):570 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 2023;38(3) 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 2023;1(1):256 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 2024;33(4):566 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
  60. Strout K, Schwartz-Mette R, McNamara J, Parsons K, Walsh D, Bonnet J, O'Brien L, Robinson K, Sibley S, Smith A, Sapp M, Sprague L, Sabegh N, Robinson K, Henderson A. Wellness in Nursing Education to Promote Resilience and Reduce Burnout: Protocol for a Holistic Multidimensional Wellness Intervention and Longitudinal Research Study Design in Nursing Education. JMIR Research Protocols 2023;12:e49020 View
  61. Peng S, Othman A, Khairani A, zeng G, Xiaogang Z, Fang Y. Effectiveness of pedometer- and accelerometer-based interventions in improving physical activity and health-related outcomes among college students: A systematic review and meta-analysis. DIGITAL HEALTH 2023;9 View
  62. Haller N. Die Potenziale von Wearables zur Steigerung der körperlichen Aktivität bei Kindern und Jugendlichen. Forum Kinder- und Jugendsport 2023;4(2):124 View
  63. Lu Z, Signer T, Sylvester R, Gonzenbach R, von Wyl V, Haag C. Implementation of Remote Activity Sensing to Support a Rehabilitation Aftercare Program: Observational Mixed Methods Study With Patients and Health Care Professionals. JMIR mHealth and uHealth 2023;11:e50729 View
  64. Li M, Huang J, Budhathoki C, Li Q, Samuel L, Szanton S, Schrack J, Li J. Social Factors and Older Adults’ Use of Wearable Activity Trackers: Before and During the First Wave of the COVID-19 Pandemic. Journal of Applied Gerontology 2024;43(2):182 View
  65. Choma E, Hayes S, Lewis B, Rothman A, Wyman J, Guan W, McMahon S. Technical Assistance Received by Older Adults to Use Commercially Available Physical Activity Monitors (Ready Steady 3.0 Trial): Ad-Hoc Descriptive Longitudinal Study. JMIR mHealth and uHealth 2023;11:e47891 View
  66. Jang H, Lee S, Son Y, Seo S, Baek Y, Mun S, Kim H, Kim I, Kim J. Exploring Variations in Sleep Perception: Comparative Study of Chatbot Sleep Logs and Fitbit Sleep Data. JMIR mHealth and uHealth 2023;11:e49144 View
  67. Gao Z, Ryu S, Zhou W, Adams K, Hassan M, Zhang R, Blaes A, Wolfson J, Sun J. Effects of personalized exercise prescriptions and social media delivered through mobile health on cancer survivors’ physical activity and quality of life. Journal of Sport and Health Science 2023;12(6):705 View
  68. David S, Hohenfeld C, Haberl L, Pahl J, Costa A, Kilders A, Hildebrand F, Schulz J, Reetz K, Haeger A. Physical activity monitoring in Alzheimer’s disease during sport interventions: a multi-methodological perspective. Frontiers in Neurology 2023;14 View
  69. Leong L, Hew T, Ooi K, Hajli N, Tan G. Revisiting the social commerce paradigm: the social commerce (SC) framework and a research agenda. Internet Research 2024;34(4):1346 View
  70. Figtree G, Vernon S, Harmer J, Gray M, Arnott C, Bachour E, Barsha G, Brieger D, Brown A, Celermajer D, Channon K, Chew N, Chong J, Chow C, Cistulli P, Ellinor P, Grieve S, Guzik T, Hagström E, Jenkins A, Jennings G, Keech A, Kott K, Kritharides L, Mamas M, Mehran R, Meikle P, Natarajan P, Negishi K, O’Sullivan J, Patel S, Psaltis P, Redfern J, Steg P, Sullivan D, Sundström J, Vogel B, Wilson A, Wong D, Bhatt D, Kovacic J, Nicholls S, Ademi Z, Avis S, Chan A, Contreras O, Coorey C, Fathieh S, Genetzakis E, Gholipour A, Giles C, Hollings M, Hyun K, Kazi S, Larance M, Marathe J, Marquina C, Nelson A, Ng H, Patrick E, Peter K, Tran A, Yang J, Zhu D, Zwack C. Clinical Pathway for Coronary Atherosclerosis in Patients Without Conventional Modifiable Risk Factors. Journal of the American College of Cardiology 2023;82(13):1343 View
  71. Brame J, Kohl J, Centner C, Wurst R, Fuchs R, Tinsel I, Maiwald P, Fichtner U, Sehlbrede M, Farin-Glattacker E, Gollhofer A, König D. Effects of a Web-Based Lifestyle Intervention on Physical Fitness and Health in Physically Inactive Adults: A Randomized Controlled Trial. Healthcare 2023;11(21):2847 View
  72. Zahedani A, McLaughlin T, Veluvali A, Aghaeepour N, Hosseinian A, Agarwal S, Ruan J, Tripathi S, Woodward M, Hashemi N, Snyder M. Digital health application integrating wearable data and behavioral patterns improves metabolic health. npj Digital Medicine 2023;6(1) View
  73. Wang Y, Liu Y, Liu L, Hong L, Chen H, Luo Z. Comparative Analysis of Hypertension Guidelines: Unveiling Consensus and Discrepancies in Lifestyle Modifications for Blood Pressure Control. Cardiology Research and Practice 2023;2023:1 View
  74. Kemp B, Creighton R, Cupples G, Kelly B, McAuley E, Fleck O, Wallace H, Graham U, McCance D. Mothers’ experiences of a lifestyle intervention for weight reduction 12 months after gestational diabetes mellitus: Qualitative findings from the PAIGE2 study. Midwifery 2024;129:103911 View
  75. Machorro-Cano I, Olmedo-Aguirre J, Alor-Hernández G, Rodríguez-Mazahua L, Sánchez-Morales L, Pérez-Castro N. Cloud-Based Platforms for Health Monitoring: A Review. Informatics 2023;11(1):2 View
  76. Bakas J, van Montfrans C, Moelker A, Bos R, Malskat W, Verhagen H, van Rijn M. Quality of Life after Venous Stenting for Post-thrombotic Syndrome and the Effect of Inflow Disease. Vascular and Endovascular Surgery 2024;58(5):469 View
  77. Willingham T, Stowell J, Collier G, Backus D. Leveraging Emerging Technologies to Expand Accessibility and Improve Precision in Rehabilitation and Exercise for People with Disabilities. International Journal of Environmental Research and Public Health 2024;21(1):79 View
  78. Shahidinejad A, Abawajy J. An All-Inclusive Taxonomy and Critical Review of Blockchain-Assisted Authentication and Session Key Generation Protocols for IoT. ACM Computing Surveys 2024;56(7):1 View
  79. Mincarone P, Bodini A, Tumolo M, Sabina S, Colella R, Mannini L, Sabato E, Leo C. Association Between Physical Activity and the Risk of Burnout in Health Care Workers: Systematic Review. JMIR Public Health and Surveillance 2024;10:e49772 View
  80. Miyakoshi T, Ito Y. Assessing the current utilization status of wearable devices in clinical research. Clinical Trials 2024;21(4):470 View
  81. Bicki A, Seth D, McCulloch C, Lin F, Ku E. Use of activity trackers to improve blood pressure in young people at risk for cardiovascular disease: a pilot randomized controlled trial. Pediatric Nephrology 2024;39(8):2467 View
  82. Gerber S, Silver R, Das S, Greene S, Dix S, Ramirez I, Morcos C, Dao M, Ceglia L, Roberts S. Development and Feasibility of an eHealth Diabetes Prevention Program Adapted for Older Adults—Results from a Randomized Control Pilot Study. Nutrients 2024;16(7):930 View
  83. Zrubka Z, Champion A, Holtorf A, Di Bidino R, Earla J, Boltyenkov A, Tabata-Kelly M, Asche C, Burrell A. The PICOTS-ComTeC Framework for Defining Digital Health Interventions: An ISPOR Special Interest Group Report. Value in Health 2024;27(4):383 View
  84. Wagenaar C, Toonstra A, Walrabenstein W, van Schaardenburg D, van Nassau F. How the Plants for Joints multidisciplinary lifestyle intervention achieved its effects: a mixed methods process evaluation. BMC Public Health 2024;24(1) View
  85. Felber N, Alavi H, Mugellini E, Wangmo T. The smart home, a true home? How new technologies disrupt the experience of home for older persons. Universal Access in the Information Society 2024 View
  86. Chan A, Te Ao B, Baggott C, Cavadino A, Eikholt A, Harwood M, Hikaka J, Gibbs D, Hudson M, Mirza F, Naeem M, Semprini R, Chang C, Tsang K, Shah S, Jeremiah A, Abeysinghe B, Roy R, Wall C, Wood L, Dalziel S, Pinnock H, van Boven J, Roop P, Harrison J. DIGIPREDICT: physiological, behavioural and environmental predictors of asthma attacks—a prospective observational study using digital markers and artificial intelligence—study protocol. BMJ Open Respiratory Research 2024;11(1):e002275 View
  87. Taylor S, Martin J, Wilson O, Elliot L, Bopp M. The Impact of Physical Activity Enjoyment, Exercise Self-Efficacy, Recording Physical Activity, and Exercise Goal Setting on Physical Activity Levels of College Students. Recreational Sports Journal 2024 View
  88. Delobelle J, Lebuf E, Dyck D, Compernolle S, Janek M, Backere F, Vetrovsky T. Fitbit's accuracy to measure short bouts of stepping and sedentary behaviour: validation, sensitivity and specificity study. DIGITAL HEALTH 2024;10 View
  89. Page L, Fanning J, Phipps C, Berger A, Reed E, Ehlers D. Heart Rate Monitoring Among Breast Cancer Survivors: Quantitative Study of Device Agreement in a Community-Based Exercise Program. JMIR Cancer 2024;10:e51210 View
  90. Chan C, Kan M, Wong A. Effects of Peer- or Professional-Led Support in Enhancing Adherence to Wearable Monitoring Devices Among Community-Dwelling Older Adults: Systematic Review of Randomized Controlled Trials. Journal of Medical Internet Research 2024;26:e53607 View
  91. Kanzawa-Lee G, Larson J, Resnicow K, Ploutz-Snyder R, Krauss J, Smith E. Home-based aerobic exercise feasibility in oxaliplatin-receiving newly-diagnosed cancer survivors. European Journal of Oncology Nursing 2024;71:102649 View
  92. Im E, Chee W, Kim S, Dunbar S, Miller A, Paul S, Lee M, Jung W. Recruitment and Retention Issues in a Technology-Based Intervention Among Korean American Midlife Women With Depressive Symptoms. CIN: Computers, Informatics, Nursing 2024;42(9):648 View
  93. Zambrano Bermeo R, Estrada Gonzalez C, Herrera Guerra E, Aviles Gonzalez C. Reliability and Validity of the Health-Promoting Lifestyle Profile II Spanish Version in University Students. Healthcare 2024;12(13):1330 View
  94. Bulaj G, Coleman M, Johansen B, Kraft S, Lam W, Phillips K, Rohaj A. Redesigning Pharmacy to Improve Public Health Outcomes: Expanding Retail Spaces for Digital Therapeutics to Replace Consumer Products That Increase Mortality and Morbidity Risks. Pharmacy 2024;12(4):107 View
  95. Kogelschatz B, Penn B, Leavitt A, Dranow E, Ma C, Ryan J. Efficacy of Activity Trackers in Patients With Heart Failure With Preserved Ejection Fraction. Cureus 2024 View
  96. Voils C, Shaw R, Gavin K, Hetzel S, Lewis M, Pabich S, Johnson H, Elwert F, Mao L, Gray K, Yuroff A, Garza K, Yancy W, Porter L. Outcomes from Partner2Lose: a randomized controlled trial to evaluate 24-month weight loss in a partner-assisted intervention. BMC Public Health 2024;24(1) View
  97. Chai X, Tan Y, Dong Y. An investigation into social determinants of health lifestyles of Canadians: a nationwide cross-sectional study on smoking, physical activity, and alcohol consumption. BMC Public Health 2024;24(1) View
  98. Jenssen M, Salvi E, Fors E, Nilsen O, Ngo P, Tejedor M, Bellika J, Godtliebsen F. Exploring Pain Reduction through Physical Activity: A Case Study of Seven Fibromyalgia Patients. Bioengineering 2024;11(8):765 View
  99. Mateo-Orcajada A, Abenza-Cano L, Vaquero-Cristóbal R. Importance of perceived quality and usability of step tracker mobile apps for their use by adolescents. International Journal of Adolescence and Youth 2024;29(1) View
  100. Gregory M, Cao W, Rahurkar S, Haroun F, Stock J, Ghazi S, Addison D. Effectiveness of mobile health for exercise promotion on cardiorespiratory fitness after a cancer diagnosis: A systematic review and meta‐analysis. Cancer Medicine 2024;13(17) View
  101. Orsso C, Gormaz T, Valentine S, Trottier C, Matias de Sousa I, Ferguson-Pell M, Johnson S, Kirkham A, Klein D, Maeda N, Mota J, Neil-Sztramko S, Quintanilha M, Salami B, Prado C. Digital Intervention for behaviouR changE and Chronic disease prevenTION (DIRECTION): Study protocol for a randomized controlled trial of a web-based platform integrating nutrition, physical activity, and mindfulness for individuals with obesity. Methods 2024;231:45 View
  102. Lee J, Kong S, Shin S, Lee G, Kim H, Shim Y, Cho J, Kang D, Park H. Wearable Device–Based Intervention for Promoting Patient Physical Activity After Lung Cancer Surgery. JAMA Network Open 2024;7(9):e2434180 View
  103. Kemp B, Kelly B, Cupples G, Fleck O, McAuley E, Creighton R, Wallace H, Graham U, Mulligan C, Kennedy A, Patterson C, McCance D. A Pregnancy and Postnatal RCT Among Women With Gestational Diabetes Mellitus and Overweight/Obesity: The PAIGE2 Study. Journal of the Endocrine Society 2024;8(10) View
  104. Abdelaal Y, Aupetit M, Baggag A, Bashir M, Al-Thani D. How Much Wearable Data is Enough for the Utility and Trust of Augmented Artificial Intelligence Systems? A Scenario-Based Interview with Medical Professionals. International Journal of Human–Computer Interaction 2024:1 View
  105. Wettstein R, Sedaghat-Hamedani F, Heinze O, Amr A, Reich C, Betz T, Kayvanpour E, Merzweiler A, Büsch C, Mohr I, Friedmann-Bette B, Frey N, Dugas M, Meder B. A Remote Patient Monitoring System With Feedback Mechanisms Using a Smartwatch: Concept, Implementation, and Evaluation Based on the activeDCM Randomized Controlled Trial. JMIR mHealth and uHealth 2024;12:e58441 View
  106. Goldstein C, Goldstein S, Ladd B, Wing R, Thomas J. Differences in Self-Monitoring Technology Use and Perceptions Between National Weight Control Registry Participants Maintaining and Regaining Weight. Journal of Technology in Behavioral Science 2024 View
  107. de Diego-Alonso C, Blasco-Abadía J, Doménech-García V, Bellosta-López P. Validity and stability of the international physical activity questionnaire short-form for stroke survivors with preserved walking ability. Topics in Stroke Rehabilitation 2024:1 View
  108. Maylor B, Rowlands A, Daley A, Sanders J, Yates T, Edwardson C. Research-Grade Accelerometers to Assess Intervention Effectiveness and Commercial Wearables as a Self-Monitoring Tool: Are the Two Aligned on Moderate to Vigorous Physical Activity?. Journal for the Measurement of Physical Behaviour 2024;7(1) View
  109. He Z, Zhao G, Li C, Xing Y, Xu A, Yang J, Wang R. Effects of using wearable devices on reducing sedentary time and prolonged sitting in healthy adults: a network meta-analysis. BMJ Open 2024;14(11):e080186 View
  110. Hosseinalizadeh M, Asghari M, Toosizadeh N. Sensor-Based Frailty Assessment Using Fitbit. Sensors 2024;24(23):7827 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
  4. Furniturewala M, Sivaraman A, Anand A, Kannuchamy T, Sasikala R. Inclusivity and Accessibility in Digital Health. View