Published on in Vol 7 , No 12 (2019) :December

Preprints (earlier versions) of this paper are available at, first published .
Digital Health Behavior Change Technology: Bibliometric and Scoping Review of Two Decades of Research

Digital Health Behavior Change Technology: Bibliometric and Scoping Review of Two Decades of Research

Digital Health Behavior Change Technology: Bibliometric and Scoping Review of Two Decades of Research


  1. Peng C, He M, Cutrona S, Kiefe C, Liu F, Wang Z. Theme Trends and Knowledge Structure on Mobile Health Apps: Bibliometric Analysis. JMIR mHealth and uHealth 2020;8(7):e18212 View
  2. D'Addario M, Baretta D, Zanatta F, Greco A, Steca P. Engagement Features in Physical Activity Smartphone Apps: Focus Group Study With Sedentary People. JMIR mHealth and uHealth 2020;8(11):e20460 View
  3. Brooks A, Allen H, Thornton L, Trevorrow T. Behavioral medicine challenges in the shadow of a global pandemic. Translational Behavioral Medicine 2021;11(2):664 View
  4. Islam M, Poly T, Alsinglawi B, Lin L, Chien S, Liu J, Jian W. Application of Artificial Intelligence in COVID-19 Pandemic: Bibliometric Analysis. Healthcare 2021;9(4):441 View
  5. Daryabeygi-Khotbehsara R, Shariful Islam S, Dunstan D, McVicar J, Abdelrazek M, Maddison R. Smartphone-Based Interventions to Reduce Sedentary Behavior and Promote Physical Activity Using Integrated Dynamic Models: Systematic Review. Journal of Medical Internet Research 2021;23(9):e26315 View
  6. El Benny M, Kabakian-Khasholian T, El-Jardali F, Bardus M. Application of the eHealth Literacy Model in Digital Health Interventions: Scoping Review. Journal of Medical Internet Research 2021;23(6):e23473 View
  7. Scheerens C, Gilissen J, Volow A, Powell J, Ferguson C, Farrell D, Li B, Berry C, Sudore R. Developing eHealth tools for diverse older adults: Lessons learned from the PREPARE for Your Care Program. Journal of the American Geriatrics Society 2021;69(10):2939 View
  8. Gasteiger N, Dowding D, Ali S, Scott A, Wilson P, van der Veer S. Sticky apps, not sticky hands: A systematic review and content synthesis of hand hygiene mobile apps. Journal of the American Medical Informatics Association 2021;28(9):2027 View
  9. Spadaro B, Martin-Key N, Bahn S. Building the Digital Mental Health Ecosystem: Opportunities and Challenges for Mobile Health Innovators. Journal of Medical Internet Research 2021;23(10):e27507 View
  10. Kim A, Park H. Theme Trends and Knowledge-Relationship in Lifestyle Research: A Bibliometric Analysis. International Journal of Environmental Research and Public Health 2021;18(14):7503 View
  11. Tack C. A model of integrated remote monitoring and behaviour change for osteoarthritis. BMC Musculoskeletal Disorders 2021;22(1) View
  12. He X, Peng C, Xu Y, Zhang Y, Wang Z. Global Scientific Research Landscape on Medical Informatics From 2011 to 2020: Bibliometric Analysis. JMIR Medical Informatics 2022;10(4):e33842 View
  13. Keessen P, van Duijvenbode I, Latour C, Kraaijenhagen R, Janssen V, Jørstad H, Scholte op Reimer W, Visser B. Design of a Remote Coaching Program to Bridge the Gap From Hospital Discharge to Cardiac Rehabilitation: Intervention Mapping Study. JMIR Cardio 2022;6(1):e34974 View
  14. Maaß L, Pan C, Freye M. Mapping Digital Public Health Interventions Among Existing Digital Technologies and Internet-Based Interventions to Maintain and Improve Population Health in Practice: Protocol for a Scoping Review. JMIR Research Protocols 2022;11(3):e33404 View
  15. De Santis K, Jahnel T, Sina E, Wienert J, Zeeb H. Digitization and Health in Germany: Cross-sectional Nationwide Survey. JMIR Public Health and Surveillance 2021;7(11):e32951 View
  16. Horne M, Hardy M, Murrells T, Ugail H, Hill A. Using Personalized Avatars as an Adjunct to an Adult Weight Loss Management Program: Randomized Controlled Feasibility Study. JMIR Formative Research 2022;6(10):e36275 View
  17. Taj F, Klein M, Van Halteren A. Motivating Machines: The Potential of Modeling Motivation as MoA for Behavior Change Systems. Information 2022;13(5):258 View
  18. Liu Y, Jiang J, You W, Gong D, Ma X, Wu M, Li F. Exploring facilitators and barriers to self-management engagement of Chinese people with type 2 diabetes mellitus and poor blood glucose control: a descriptive qualitative study. BMC Endocrine Disorders 2022;22(1) View
  19. Ibrahim M, Mohamed Yusoff H, Abu Bakar Y, Thwe Aung M, Abas M, Ramli R. Digital health for quality healthcare: A systematic mapping of review studies. DIGITAL HEALTH 2022;8:205520762210858 View
  20. Hermsen S, van Kraaij A, Camps G. Low– and Medium–Socioeconomic-Status Group Members’ Perceived Challenges and Solutions for Healthy Nutrition: Qualitative Focus Group Study. JMIR Human Factors 2022;9(4):e40123 View
  21. De Santis K, Jahnel T, Mergenthal L, Zeeb H, Matthias K. Evaluation of Digital Interventions for Physical Activity Promotion: Protocol for a Scoping Review. JMIR Research Protocols 2022;11(3):e35332 View
  22. Castro Sweet C, Kaye L, Alabduljabbar M, Myers V. Training the next generation of behavioral medicine scientists to accelerate digital health. Translational Behavioral Medicine 2022;12(8):834 View
  23. Vogelsang A, Hinrichs C, Fleig L, Pfeffer I. Study protocol for the description and evaluation of the “Habit Coach” - a longitudinal multicenter mHealth intervention for healthy habit formation in health care professionals. BMC Public Health 2022;22(1) View
  24. Voorheis P, Bhuiya A, Kuluski K, Pham Q, Petch J. Making Sense of Theories, Models, and Frameworks in Digital Health Behavior Change Design: Qualitative Descriptive Study. Journal of Medical Internet Research 2023;25:e45095 View
  25. Asbjørnsen R, Hjelmesæth J, Smedsrød M, Wentzel J, Ollivier M, Clark M, van Gemert-Pijnen J, Solberg Nes L. Combining Persuasive System Design Principles and Behavior Change Techniques in Digital Interventions Supporting Long-term Weight Loss Maintenance: Design and Development of eCHANGE. JMIR Human Factors 2022;9(2):e37372 View
  26. De Santis K, Mergenthal L, Christianson L, Zeeb H. Digital Technologies for Health Promotion and Disease Prevention in Older People: Protocol for a Scoping Review. JMIR Research Protocols 2022;11(7):e37729 View
  27. Wang Y, Shan C, Tian Y, Pu C, Zhu Z. Bibliometric Analysis of Global Research on Perinatal Palliative Care. Frontiers in Pediatrics 2022;9 View
  28. Sun H, Wang Z, Wang Y, Rong H, Wang D, Liu X, Jin K, Sun Z, Fan Q. Bibliometric and visualized analysis of sodium–Glucose cotransporter 2 inhibitors. Frontiers in Pharmacology 2023;13 View
  29. Zhao J, Mao J, Tan J. Global trends and hotspots in research on extended reality in sports: A bibliometric analysis from 2000 to 2021. DIGITAL HEALTH 2022;8:205520762211311 View
  30. Lee J, Lee D, Lee S, Cho I, Kim S. The trends on research articles related to health promotion policy in South Korea. Korean Journal of Health Education and Promotion 2021;38(4):53 View
  31. Nourse R, Lobo E, McVicar J, Kensing F, Islam S, Kayser L, Maddison R. Characteristics of Smart Health Ecosystems That Support Self-care Among People With Heart Failure: Scoping Review. JMIR Cardio 2022;6(2):e36773 View
  32. Syed A, Khan T. Evolution of research trends in artificial intelligence for breast cancer diagnosis and prognosis over the past two decades: A bibliometric analysis. Frontiers in Oncology 2022;12 View
  33. Voorheis P, Zhao A, Kuluski K, Pham Q, Scott T, Sztur P, Khanna N, Ibrahim M, Petch J. Integrating Behavioral Science and Design Thinking to Develop Mobile Health Interventions: Systematic Scoping Review. JMIR mHealth and uHealth 2022;10(3):e35799 View
  34. Daniel A, Junqueira M, Rodrigues J. The influence of a gamified application on soft mobility promotion: An intention perspective. Journal of Cleaner Production 2022;351:131551 View
  35. Wang J, Liang S, Yu M, Gong Z. COVID-19 from the perspective of otorhinolaryngology: An analysis of bibliometrics. Frontiers in Public Health 2022;10 View
  36. Gasteiger N, van der Veer S, Wilson P, Dowding D, Zhou P. Exploring Care Home Workers’ Views on Augmented Reality and Virtual Reality Hand Hygiene Training: A Realist Interview Study. Health & Social Care in the Community 2023;2023:1 View
  37. Creutzig F, Acemoglu D, Bai X, Edwards P, Hintz M, Kaack L, Kilkis S, Kunkel S, Luers A, Milojevic-Dupont N, Rejeski D, Renn J, Rolnick D, Rosol C, Russ D, Turnbull T, Verdolini E, Wagner F, Wilson C, Zekar A, Zumwald M. Digitalization and the Anthropocene. Annual Review of Environment and Resources 2022;47(1):479 View
  38. Wagner D, Seneres G, Jones E, Brodersen K, Whitsitt-Paulson S. Swap Up Your Meal: A Mass Media Nutrition Education Campaign for Oklahoma Teens. International Journal of Environmental Research and Public Health 2022;19(16):10110 View
  39. Vassolo R, Mac Cawley A, Tortorella G, Fogliatto F, Tlapa D, Narayanamurthy G. Hospital Investment Decisions in Healthcare 4.0 Technologies: Scoping Review and Framework for Exploring Challenges, Trends, and Research Directions. Journal of Medical Internet Research 2021;23(8):e27571 View
  40. Sediva H, Cartwright T, Robertson C, Deb S. Behavior Change Techniques in Digital Health Interventions for Midlife Women: Systematic Review. JMIR mHealth and uHealth 2022;10(11):e37234 View
  41. Singh H, Tahsin F, Nie J, McKinstry B, Thavorn K, Upshur R, Harvey S, Wodchis W, Gray C. Exploring the perspectives of primary care providers on use of the electronic Patient Reported Outcomes tool to support goal-oriented care: a qualitative study. BMC Medical Informatics and Decision Making 2021;21(1) View
  42. Lan X, Yu H, Cui L. Application of Telemedicine in COVID-19: A Bibliometric Analysis. Frontiers in Public Health 2022;10 View
  43. Salas-Groves E, Galyean S, Alcorn M, Childress A. Behavior Change Effectiveness Using Nutrition Apps in People With Chronic Diseases: Scoping Review. JMIR mHealth and uHealth 2023;11:e41235 View
  44. Hendl T, Jansky B. Tales of self-empowerment through digital health technologies: a closer look at ‘Femtech’. Review of Social Economy 2022;80(1):29 View
  45. Yeung A, Kulnik S, Parvanov E, Fassl A, Eibensteiner F, Völkl-Kernstock S, Kletecka-Pulker M, Crutzen R, Gutenberg J, Höppchen I, Niebauer J, Smeddinck J, Willschke H, Atanasov A. Research on Digital Technology Use in Cardiology: Bibliometric Analysis. Journal of Medical Internet Research 2022;24(5):e36086 View
  46. Yang L, Wu J, Mo X, Chen Y, Huang S, Zhou L, Dai J, Xie L, Chen S, Shang H, Rao B, Weng B, Abulimiti A, Wu S, Xie X. Changes in Mobile Health Apps Usage Before and After the COVID-19 Outbreak in China: Semilongitudinal Survey. JMIR Public Health and Surveillance 2023;9:e40552 View
  47. De Santis K, Matthias K. Different Approaches to Appraising Systematic Reviews of Digital Interventions for Physical Activity Promotion Using AMSTAR 2 Tool: Cross-Sectional Study. International Journal of Environmental Research and Public Health 2023;20(6):4689 View
  48. Zaleski A, Sigler B, Leggitt A, Choudhary S, Berns R, Rhee K, Schwarzwald H. The Influence of a Wearable-Based Reward Program on Health Care Costs: Retrospective, Propensity Score–Matched Cohort Study. Journal of Medical Internet Research 2023;25:e45064 View
  49. De Santis K, Mergenthal L, Christianson L, Busskamp A, Vonstein C, Zeeb H. Digital Technologies for Health Promotion and Disease Prevention in Older People: Scoping Review. Journal of Medical Internet Research 2023;25:e43542 View
  50. Livingstone K, Rawstorn J, Partridge S, Godrich S, McNaughton S, Hendrie G, Blekkenhorst L, Maddison R, Zhang Y, Barnett S, Mathers J, Packard M, Alston L. Digital behaviour change interventions to increase vegetable intake in adults: a systematic review. International Journal of Behavioral Nutrition and Physical Activity 2023;20(1) View
  51. Hicks J, Boswell M, Althoff T, Crum A, Ku J, Landay J, Moya P, Murnane E, Snyder M, King A, Delp S. Leveraging Mobile Technology for Public Health Promotion: A Multidisciplinary Perspective. Annual Review of Public Health 2023;44(1):131 View
  53. Francis L, Spaulding E, Bloom I, Patel A, Perrin N. A systematic appraisal of the information, engagement, aesthetic and functional quality of nutrition-related smartphone apps for children and adolescents. Public Health Nutrition 2023:1 View
  54. Pelly M, Fatehi F, Liew D, Verdejo-Garcia A. Novel behaviour change frameworks for digital health interventions: A critical review. Journal of Health Psychology 2023:135910532311644 View
  55. Gasteiger N, Vercell A, Khan N, Dowding D, Davies A, Davies A. Digital interventions for genomics and genetics education, empowerment, and service engagement: A systematic review. Journal of Community Genetics 2023 View

Books/Policy Documents

  1. Taj F, Klein M, van Halteren A. Health Information Science. View
  2. Harris M, Rogers W. Human Factors Issues and the Impact of Technology on Society. View
  3. Harris M, Rogers W. Research Anthology on Supporting Healthy Aging in a Digital Society. View