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

Wearables and MHealth Reviews (259)

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

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/13311, 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

Authors of this article:

Fawad Taj1 Author Orcid Image ;   Michel C A Klein1 Author Orcid Image ;   Aart van Halteren1, 2 Author Orcid Image
Article Authors Cited by (84) Tweetations (20) Metrics

Journals

  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
  52. TAŞVURAN HORATA E. BIBLIOMETRIC ANALYSIS OF DUAL-TASK STUDIES PUBLISHED IN PHYSIOTHERAPY AND REHABILITATION. Kocatepe Tıp Dergisi 2023;24(2):213 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;26(7):1368 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;28(10):970 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;14(3):227 View
  56. Lieder F, Chen P, Prentice M, Amo V, Tošić M. Gamification of Behavior Change: Mathematical Principle and Proof-of-Concept Study. JMIR Serious Games 2024;12:e43078 View
  57. Li S, Xue Q, Zhong Y, Liao P, Ji Q, Yang X, Feng X, Zhou L, Zhu F. Research trends in complementary and alternative treatments for insomnia over the past decade: A bibliometrics analysis. Medicine 2023;102(29):e34346 View
  58. Amees M. Internet of Things in Digital Health Care Research: A Bibliometric Analysis of the Recent Literature. Journal of Hospital Librarianship 2023;23(3):164 View
  59. Szalkowski G, Johansen C. Defining and measuring the effects of digital technologies on social sustainability: A systematic literature review. Sustainable Development 2024;32(3):1678 View
  60. Milne-Ives M, Homer S, Andrade J, Meinert E. Potential associations between behavior change techniques and engagement with mobile health apps: a systematic review. Frontiers in Psychology 2023;14 View
  61. Tsirmpas C, Nikolakopoulou M, Kaplow S, Andrikopoulos D, Fatouros P, Kontoangelos K, Papageorgiou C. A Digital Mental Health Support Program for Depression and Anxiety in Populations With Attention-Deficit/Hyperactivity Disorder: Feasibility and Usability Study. JMIR Formative Research 2023;7:e48362 View
  62. Menhas R, Qin L, Saqib Z, Younas M. The association between COVID-19 preventive strategies, virtual reality exercise, use of fitness apps, physical, and psychological health: testing a structural equation moderation model. Frontiers in Public Health 2023;11 View
  63. Mahmoodi Kahriz B, Snuggs S, Sah A, Clot S, Lamport D, Forrest J, Helme-Guizon A, Wilhelm M, Caldara C, Anin C, Vogt J. Unveiling Consumer Preferences and Intentions for Cocreated Features of a Combined Diet and Physical Activity App: Cross-Sectional Study in 4 European Countries. JMIR Human Factors 2023;10:e44993 View
  64. Yurkovich J, Evans S, Rappaport N, Boore J, Lovejoy J, Price N, Hood L. The transition from genomics to phenomics in personalized population health. Nature Reviews Genetics 2024;25(4):286 View
  65. Guerreiro M, Félix I, Camolas J. Editorial: Digital approaches in the nutritional prevention and management of chronic diseases. Frontiers in Nutrition 2023;10 View
  66. Udoudom U, George K, Igiri A. Impact of Digital Learning Platforms on Behaviour Change Communication in Public Health Education. Pancasila International Journal of Applied Social Science 2023;2(01):110 View
  67. Zhao J, Harvey G, Vandyk A, Huang M, Gifford W. Consolidating a program theory on how social media supports health care providers’ knowledge use in clinical practice: a realist-informed qualitative study. Interdisciplinary Nursing Research 2023;2(4):203 View
  68. Gooch H, Jarvis K, Stockley R. Behavior Change Approaches in Digital Technology–Based Physical Rehabilitation Interventions Following Stroke: Scoping Review. Journal of Medical Internet Research 2024;26:e48725 View
  69. Livingstone K, Rawstorn J, Alston L, Partridge S, Bastian A, Dullaghan K, McNaughton S, Hendrie G, Blekkenhorst L, Maddison R, Zhang Y, Barnett S, Mathers J, Godrich S. Co-design of a personalised digital intervention to improve vegetable intake in adults living in Australian rural communities. BMC Public Health 2024;24(1) View
  70. Xie C, Liu C, Liu D, Jim C. Charting the Research Terrain for Large Old Trees: Findings from a Quantitative Bibliometric Examination in the Twenty-First Century. Forests 2024;15(2):373 View
  71. Goel R, Singla J, Mittal A, Arora M. A decade analysis of employees’ well-being and performance while working from home: a bibliometric approach. Information Discovery and Delivery 2024 View
  72. Bak M, Chin J. The potential and limitations of large language models in identification of the states of motivations for facilitating health behavior change. Journal of the American Medical Informatics Association 2024 View
  73. Brännström A, Nieves J. Towards control in agents for human behavior change: an autism case. Journal of Intelligent & Fuzzy Systems 2024:1 View
  74. Yeung A, Litvinova O, Bragazzi N, Khader Y, Rahman M, Said Z, Istepanian R, Koulaouzidis A, Aremu A, Flanagan J, Rabiee N, Islam S, Tewari D, Venkatachalam G, Orlando G, Niebauer J, Georgakilas A, Saeb M, Hrg D, Yuan Y, Imran M, Cheng H, Souto E, Devkota H, Leone M, Manjunatha J, Tzvetkov N, Matin M, Adamska O, Völkl-Kernstock S, Hammerle F, Matin F, Siddiquea B, Wang D, Stoyanov J, Horbańczuk J, Koszarska M, Parvanov E, Bartel I, Jóźwik A, Ksepka N, Zima-Kulisiewicz B, Schuller B, Pandey G, Bates D, Wong T, Glicksberg B, Banach M, Tomasik C, Kadry S, Wong S, Lordan R, Nawaz F, Singla R, MohanaSundaram A, Mondal H, Juhi A, Mondal S, Cenanovic M, Zielińska A, Tsagkaris C, De R, Chandragiri S, Damaševičius R, Nsengiyumva M, Stolarczyk A, Eminağa O, Cascella M, Willschke H, Atanasov A. Digital health and mobile health: a bibliometric analysis of the 100 most cited papers and their contributing authors. Exploration of Digital Health Technologies 2024:86 View
  75. Haunstrup J. Dynamic Leadership Tools Supporting Psychological Needs Satisfaction in Public Organizations: Experimental Evidence. Public Personnel Management 2024 View
  76. Maaß L, Angoumis K, Freye M, Pan C. Mapping digital public health interventions in practice: A scoping review of existing digital technologies and Internet-based interventions to maintain and improve population health (Preprint). Journal of Medical Internet Research 2023 View
  77. Zhu Y, Long Y, Wang H, Lee K, Zhang L, Wang S. Digital Behavior Change Intervention Designs for Habit Formation: Systematic Review. Journal of Medical Internet Research 2024;26:e54375 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
  4. Weimann T. Enterprise Design, Operations, and Computing. EDOC 2023 Workshops. View