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

Usability of Apps and User Perceptions of mHealth (993) Adoption and Change Management of eHealth Systems (731)

Published on in Vol 8, No 2 (2020): February

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/15935, first published .
Social, Organizational, and Technological Factors Impacting Clinicians’ Adoption of Mobile Health Tools: Systematic Literature Review

Social, Organizational, and Technological Factors Impacting Clinicians’ Adoption of Mobile Health Tools: Systematic Literature Review

Social, Organizational, and Technological Factors Impacting Clinicians’ Adoption of Mobile Health Tools: Systematic Literature Review

Authors of this article:

Christine Jacob1, 2 Author Orcid Image ;   Antonio Sanchez-Vazquez3 Author Orcid Image ;   Chris Ivory3 Author Orcid Image
Article Authors Cited by (146) Tweetations (149) Metrics

Journals

  1. Jacob C, Sanchez-Vazquez A, Ivory C. Factors Impacting Clinicians’ Adoption of a Clinical Photo Documentation App and its Implications for Clinical Workflows and Quality of Care: Qualitative Case Study. JMIR mHealth and uHealth 2020;8(9):e20203 View
  2. Huckvale K, Nicholas J, Torous J, Larsen M. Smartphone apps for the treatment of mental health conditions: status and considerations. Current Opinion in Psychology 2020;36:65 View
  3. Connolly S, Hogan T, Shimada S, Miller C. Leveraging Implementation Science to Understand Factors Influencing Sustained Use of Mental Health Apps: a Narrative Review. Journal of Technology in Behavioral Science 2021;6(2):184 View
  4. Pappot N, Taarnhøj G, Pappot H. Telemedicine and e-Health Solutions for COVID-19: Patients' Perspective. Telemedicine and e-Health 2020;26(7):847 View
  5. Lingg M, Lütschg V. Health System Stakeholders’ Perspective on the Role of Mobile Health and Its Adoption in the Swiss Health System: Qualitative Study. JMIR mHealth and uHealth 2020;8(5):e17315 View
  6. Jacob C, Sanchez-Vazquez A, Ivory C. Understanding Clinicians’ Adoption of Mobile Health Tools: A Qualitative Review of the Most Used Frameworks. JMIR mHealth and uHealth 2020;8(7):e18072 View
  7. Rodriguez-Villa E, Rauseo-Ricupero N, Camacho E, Wisniewski H, Keshavan M, Torous J. The digital clinic: Implementing technology and augmenting care for mental health. General Hospital Psychiatry 2020;66:59 View
  8. Srinivasan M, Asch S, Vilendrer S, Thomas S, Bajra R, Barman L, Edwards L, Filipowicz H, Giang L, Jee O, Mahoney M, Nelligan I, Phadke A, Torres E, Artandi M. Qualitative Assessment of Rapid System Transformation to Primary Care Video Visits at an Academic Medical Center. Annals of Internal Medicine 2020;173(7):527 View
  9. Kelly J, Campbell K, Gong E, Scuffham P. The Internet of Things: Impact and Implications for Health Care Delivery. Journal of Medical Internet Research 2020;22(11):e20135 View
  10. Rauseo-Ricupero N, Torous J. Technology Enabled Clinical Care (TECC): Protocol for a Prospective Longitudinal Cohort Study of Smartphone-Augmented Mental Health Treatment. JMIR Research Protocols 2021;10(1):e23771 View
  11. Lo C, Yu J, Görges M, Matava C, Veyckemans F. Anesthesia in the modern world of apps and technology: Implications and impact on wellness. Pediatric Anesthesia 2021;31(1):31 View
  12. 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
  13. Grenier Ouimet A, Wagner G, Raymond L, Pare G. Investigating Patients’ Intention to Continue Using Teleconsultation to Anticipate Postcrisis Momentum: Survey Study. Journal of Medical Internet Research 2020;22(11):e22081 View
  14. Schmalz O, Jacob C, Ammann J, Liss B, Iivanainen S, Kammermann M, Koivunen J, Klein A, Popescu R. Digital Monitoring and Management of Patients With Advanced or Metastatic Non-Small Cell Lung Cancer Treated With Cancer Immunotherapy and Its Impact on Quality of Clinical Care: Interview and Survey Study Among Health Care Professionals and Patients. Journal of Medical Internet Research 2020;22(12):e18655 View
  15. Aminoff H, Meijer S, Arnelo U, Frennert S. Telemedicine for Remote Surgical Guidance in Endoscopic Retrograde Cholangiopancreatography: Mixed Methods Study of Practitioner Attitudes. JMIR Formative Research 2021;5(1):e20692 View
  16. Cunha B, Rodrigues K, Zaine I, da Silva E, Viel C, Pimentel M. Experience Sampling and Programmed Intervention Method and System for Planning, Authoring, and Deploying Mobile Health Interventions: Design and Case Reports. Journal of Medical Internet Research 2021;23(7):e24278 View
  17. Hilty D, Crawford A, Teshima J, Nasatir-Hilty S, Luo J, Chisler L, Gutierrez Hilty Y, Servis M, Godbout R, Lim R, Lu F. Mobile Health and Cultural Competencies as a Foundation for Telehealth Care: Scoping Review. Journal of Technology in Behavioral Science 2021;6(2):197 View
  18. Winters N, Patel K. Can a reconceptualization of online training be part of the solution to addressing the COVID-19 pandemic?. Journal of Interprofessional Care 2021;35(2):161 View
  19. Gárate F, Chausa P, Whetham J, Jones C, García F, Cáceres C, Sánchez-González P, Wallitt E, Gómez E, on behalf of the EmERGE Consortium . EmERGE mHealth Platform: Implementation and Technical Evaluation of a Digital Supported Pathway of Care for Medically Stable HIV. International Journal of Environmental Research and Public Health 2021;18(6):3156 View
  20. Yoon S, Goh H, Nadarajan G, Sung S, Teo I, Lee J, Ong M, Graves N, Teo T. Perceptions of Mobile Health Apps and Features to Support Psychosocial Well-being Among Frontline Health Care Workers Involved in the COVID-19 Pandemic Response: Qualitative Study. Journal of Medical Internet Research 2021;23(5):e26282 View
  21. Octavius G, Antonio F, Colloc J. Antecedents of Intention to Adopt Mobile Health (mHealth) Application and Its Impact on Intention to Recommend: An Evidence from Indonesian Customers. International Journal of Telemedicine and Applications 2021;2021:1 View
  22. Connolly S, Kuhn E, Possemato K, Torous J. Digital Clinics and Mobile Technology Implementation for Mental Health Care. Current Psychiatry Reports 2021;23(7) View
  23. Tonti S, Marzolini B, Bulgheroni M. Smartphone-Based Passive Sensing for Behavioral and Physical Monitoring in Free-Life Conditions: Technical Usability Study. JMIR Biomedical Engineering 2021;6(2):e15417 View
  24. Knapp A, Cohen K, Nicholas J, Mohr D, Carlo A, Skerl J, Lattie E. Integration of Digital Tools Into Community Mental Health Care Settings That Serve Young People: Focus Group Study. JMIR Mental Health 2021;8(8):e27379 View
  25. Terry D, Buntoro S. Perceived Usefulness of Telehealth Among Rural Medical Providers: Barriers to Use and Associations with Provider Confidence. Journal of Technology in Behavioral Science 2021;6(4):567 View
  26. Connolly S, Gifford A, Miller C, Bauer M, Lehmann L, Charness M. Provider Perceptions of Virtual Care During the Coronavirus Disease 2019 Pandemic. Medical Care 2021;59(7):646 View
  27. Choi W, Kim N, Kim A, Woo H. Nurse-Coordinated Blood Pressure Telemonitoring for Urban Hypertensive Patients: A Systematic Review and Meta-Analysis. International Journal of Environmental Research and Public Health 2021;18(13):6892 View
  28. Jacob C, Lindeque J, Klein A, Ivory C, Heuss S, Peter M. Assessing the Quality and Impact of eHealth Tools: Systematic Literature Review and Narrative Synthesis. JMIR Human Factors 2023;10:e45143 View
  29. Wessels N, Ruiter E, Hulshof L, Loohuis A, van Gemert-Pijnen J, Metting E, van der Worp H, Blanker M. Care provider views on app-based treatment for female urinary incontinence: A mixed-methods study. Continence 2023;6:100584 View
  30. Talukder M, Aroos-Sheriffdeen S, Khan M, Quazi A, Abdullah A. Usage behavior of mHealth service users in Australia: do user demographics matter?. Journal of Services Marketing 2023;37(7):801 View
  31. Reid H, Proeschold-Bell R, Makarushka C, Melgar Vega K, Huchko M, Jeronimo J, Vasudevan L. Using the Consolidated Framework for Implementation Research to Inform the Design of the Mobile Inspección Visual con Ácido Acético System: Mixed Methods Case Study. JMIR Formative Research 2022;6(6):e32577 View
  32. Connolly S, Charness M, Miller C. To increase patient use of video telehealth, look to clinicians. Health Services Research 2023;58(1):5 View
  33. Dahlhausen F, Zinner M, Bieske L, Ehlers J, Boehme P, Fehring L. Physicians’ Attitudes Toward Prescribable mHealth Apps and Implications for Adoption in Germany: Mixed Methods Study. JMIR mHealth and uHealth 2021;9(11):e33012 View
  34. Thongsri N, Warintarawej P, Chotkaew S, Seksan J. A novel extended design thinking approach and predicting antecedents of food friend application acceptance during the COVID-19 outbreak. foresight 2022;24(3/4):408 View
  35. Ruskin D, Borsatto J, Szczech K, Tremblay M, D’Alessandro L, Mesaroli G, Sun N, Munns C, Stinson J. “Working Together”: Perspectives of Healthcare Professionals in Providing Virtual Care to Youth with Chronic Pain during the COVID-19 Pandemic. International Journal of Environmental Research and Public Health 2023;20(6):4757 View
  36. Drabarek D, Habgood E, Ackermann D, Hersch J, Janda M, Morton R, Guitera P, Soyer H, Collgros H, Cust A, Saw R, Emery J, Mar V, Dieng M, Azzi A, Lilleyman A, Bell K. Perspectives and Experiences of Patient-Led Melanoma Surveillance Using Digital Technologies From Clinicians Involved in the MEL-SELF Pilot Randomized Controlled Trial: Qualitative Interview Study. JMIR Dermatology 2022;5(4):e40623 View
  37. Sivakumar B, Lemonde M, Stein M, Goldstein S, Mak S, Arcand J. Evaluating Health Care Provider Perspectives on the Use of Mobile Apps to Support Patients With Heart Failure Management: Qualitative Descriptive Study. JMIR Cardio 2022;6(2):e40546 View
  38. Milcent C, Zbiri S. Use of telehealth: Evidence from French teleconsultation for women’s healthcare, prior and during COVID-19 pandemic. Health Services Management Research 2023;36(3):182 View
  39. Fanta G, Pretorius L. Sociotechnical factors of sustainable digital health systems: A system dynamics model. Health Policy and Technology 2023;12(1):100729 View
  40. Goldhar H, Gazel U, Ivory C, Maltez N, Humphrey-Murto S, Milman N, Zehra Aydin S. Factors affecting patient satisfaction with outpatient rheumatology phone visits during the COVID-19 pandemic. Clinical Rheumatology 2022;41(9):2839 View
  41. Ruyobeza B, Grobbelaar S, Botha A. Hurdles to developing and scaling remote patients’ health management tools and systems: a scoping review. Systematic Reviews 2022;11(1) View
  42. De Veirman A, Thewissen V, Spruijt M, Bolman C. Factors Associated With Intention and Use of e–Mental Health by Mental Health Counselors in General Practices: Web-Based Survey. JMIR Formative Research 2022;6(12):e34754 View
  43. Chang S, Gray L, Torous J. Smartphone app engagement and clinical outcomes in a hybrid clinic. Psychiatry Research 2023;319:115015 View
  44. Jacob C, Bourke S, Heuss S. From Testers to Cocreators—the Value of and Approaches to Successful Patient Engagement in the Development of eHealth Solutions: Qualitative Expert Interview Study. JMIR Human Factors 2022;9(4):e41481 View
  45. Hjorth-Johansen E, Børøsund E, Martinsen Østen I, Holmstrøm H, Moen A. Acceptability and Initial Adoption of the Heart Observation App for Infants With Congenital Heart Disease: Qualitative Study. JMIR Formative Research 2023;7:e45920 View
  46. Wilczewski H, Paige S, Ong T, Barrera J, Soni H, Welch B, Bunnell B. Perceptions of Telemental Health Care Delivery During COVID-19: A Cross-Sectional Study With Providers, February-March 2021. Frontiers in Psychiatry 2022;13 View
  47. Sterling W, Sobolev M, Van Meter A, Guinart D, Birnbaum M, Rubio J, Kane J. Digital Technology in Psychiatry: Survey Study of Clinicians. JMIR Formative Research 2022;6(11):e33676 View
  48. Lu F, Huang X, Wang X. Willingness to Pay for Mobile Health Live Streaming during the COVID-19 Pandemic: Integrating TPB with Compatibility. Sustainability 2022;14(23):15932 View
  49. Peng X, Li Z, Zhang C, Wu Q, Gu J, You H. Assessing Determinants of Online Medical Services Adoption Willingness of General Hospital Physicians Using the Information-Motivation-Behavioral Skills Model: A Multi-Group Structural Equation Modeling Approach. Journal of Multidisciplinary Healthcare 2021;Volume 14:3453 View
  50. Tan A, Rusli K, McKenna L, Tan L, Liaw S. Telemedicine experiences and perspectives of healthcare providers in long-term care: A scoping review. Journal of Telemedicine and Telecare 2024;30(2):230 View
  51. Dahlhausen F, Zinner M, Bieske L, Ehlers J, Boehme P, Fehring L. There's an app for that, but nobody's using it: Insights on improving patient access and adherence to digital therapeutics in Germany. DIGITAL HEALTH 2022;8:205520762211046 View
  52. Richardson P, Parker D, Chavez K, Birnie K, Krane E, Simons L, Cunningham N, Bhandari R. Evaluating Telehealth Implementation in the Context of Pediatric Chronic Pain Treatment during COVID-19. Children 2021;8(9):764 View
  53. Lu Y, Wang Q. Doctors’ Preferences in the Selection of Patients in Online Medical Consultations: An Empirical Study with Doctor–Patient Consultation Data. Healthcare 2022;10(8):1435 View
  54. Mendes-Santos C, Nunes F, Weiderpass E, Santana R, Andersson G. Understanding Mental Health Professionals’ Perspectives and Practices Regarding the Implementation of Digital Mental Health: Qualitative Study. JMIR Formative Research 2022;6(4):e32558 View
  55. Guardado Medina S, Isomursu M. The Use of Patient-Generated Health Data From Consumer-Grade Mobile Devices in Clinical Workflows: Protocol for a Systematic Review. JMIR Research Protocols 2023;12:e39389 View
  56. Bhyat R, Hagens S, Bryski K, Kohlmaier J. Digital Health Value Realization Through Active Change Efforts. Frontiers in Public Health 2021;9 View
  57. Connolly S, Sullivan J, Lindsay J, Shimada S, Heyworth L, Weaver K, Miller C. Factors influencing uptake of telemental health via videoconferencing at high and low adoption sites within the Department of Veterans Affairs during COVID-19: a qualitative study. Implementation Science Communications 2022;3(1) View
  58. Fernández Coves A, Yeung K, van der Putten I, Nelson E. Teleconsultation adoption since COVID-19: Comparison of barriers and facilitators in primary care settings in Hong Kong and the Netherlands. Health Policy 2022;126(10):933 View
  59. Glock H, Milos Nymberg V, Borgström Bolmsjö B, Holm J, Calling S, Wolff M, Pikkemaat M. Attitudes, Barriers, and Concerns Regarding Telemedicine Among Swedish Primary Care Physicians: A Qualitative Study. International Journal of General Medicine 2021;Volume 14:9237 View
  60. Fox R, Mulcahy Symmons S, De Brún A, Joyce D, Muldoon E, McGinty T, O"Reilly K, O’Connor E, McAuliffe E. Mixed methods protocol to examine the acceptability and clinical characteristics of a remote monitoring programme for delivery of COVID-19 care, among healthcare staff and patients. BMJ Open 2021;11(9):e051408 View
  61. Chiauzzi E, Wicks P. Beyond the Therapist’s Office: Merging Measurement-Based Care and Digital Medicine in the Real World. Digital Biomarkers 2021;5(2):176 View
  62. Bostrøm K, Varsi C, Eide H, Børøsund E, Kristjansdottir Ó, Schreurs K, Waxenberg L, Weiss K, Morrison E, Nordang E, Stubhaug A, Nes L. Engaging with EPIO, a digital pain self-management program: a qualitative study. BMC Health Services Research 2022;22(1) View
  63. Ratanawong J, Naslund J, Mikal J, Grande S. Achieving the potential of mHealth in medicine requires challenging the ethos of care delivery. Primary Health Care Research & Development 2022;23 View
  64. Peng X, Li Z, Zhang C, Liu R, Jiang Y, Chen J, Qi Z, Ge J, Zhao S, Zhou M, You H. Determinants of physicians’ online medical services uptake: a cross-sectional study applying social ecosystem theory. BMJ Open 2021;11(9):e048851 View
  65. Hein H, Glombiewski J, Rief W, Riecke J. Effects of a video intervention on physicians’ acceptance of pain apps: a randomised controlled trial. BMJ Open 2022;12(4):e060020 View
  66. Al-Rayes S, AlOfi R, Alanezi F, Al-Ansary N, Alshawan D, Almulla S, AlSaif A, Alnujaidi H, Alanezi N, Alakrawi Z, AlMubarak S, Alnaim N, Saraireh L, Attar R, Aljanoubi H, Saadah A, Alfayez A, Alanzi T. Public awareness and use of health tools provided by the portal of the Ministry of Health of Saudi Arabia. Informatics in Medicine Unlocked 2023;36:101151 View
  67. Woodcock E. Barriers to and Facilitators of Automated Patient Self-scheduling for Health Care Organizations: Scoping Review. Journal of Medical Internet Research 2022;24(1):e28323 View
  68. Tennant R, Tetui M, Grindrod K, Burns C. Multi-Disciplinary Design and Implementation of a Mass Vaccination Clinic Mobile Application to Support Decision-Making. IEEE Journal of Translational Engineering in Health and Medicine 2023;11:60 View
  69. Pisa B, García-Lozano M, González-Lama J. Aspectos legales de la telemedicina. FMC - Formación Médica Continuada en Atención Primaria 2021;28(10):544 View
  70. Jacob C, Sezgin E, Sanchez-Vazquez A, Ivory C. Sociotechnical Factors Affecting Patients’ Adoption of Mobile Health Tools: Systematic Literature Review and Narrative Synthesis. JMIR mHealth and uHealth 2022;10(5):e36284 View
  71. Folkvord F, Peschke L, Ağca Y, van Houten K, Stazi G, Lupiáñez-Villanueva F. Preferences in the Willingness to Download a COVID-19 Contact Tracing App in the Netherlands and Turkey: Experimental Study. JMIR Formative Research 2022;6(7):e37891 View
  72. 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
  73. Firet L, Teunissen T, Kool R, Notten K, Lagro-Janssen A, van der Vaart H, Assendelft W. Usage of a Web-Based eHealth Intervention for Women With Stress Urinary Incontinence: Mixed Methods Study. Journal of Medical Internet Research 2022;24(11):e38255 View
  74. Drabarek D, Habgood E, Janda M, Hersch J, Ackermann D, Low D, Low C, Morton R, Dieng M, Cust A, Morgan A, Smith E, Bell K. Experiences of Patient-Led Surveillance, Including Patient-Performed Teledermoscopy, in the MEL-SELF Pilot Randomized Controlled Trial: Qualitative Interview Study. JMIR Dermatology 2022;5(3):e35916 View
  75. Parretti C, Tartaglia R, La Regina M, Venneri F, Sbrana G, Mandò M, Barach P. Improved FMEA Methods for Proactive Health Care Risk Assessment of the Effectiveness and Efficiency of COVID-19 Remote Patient Telemonitoring. American Journal of Medical Quality 2022;37(6):535 View
  76. Graf A, Fehring L, Henningsen M, Zinner M. Going digital in Germany: An exploration of physicians’ attitudes towards the introduction of electronic prescriptions – A mixed methods approach. International Journal of Medical Informatics 2023;174:105063 View
  77. Nittas V, Zecca C, Kamm C, Kuhle J, Chan A, von Wyl V, Mbada C. Digital health for chronic disease management: An exploratory method to investigating technology adoption potential. PLOS ONE 2023;18(4):e0284477 View
  78. Sivakumar B, Lemonde M, Stein M, Mak S, Al-Hesayen A, Arcand J, White S. Patient perspectives on the use of mobile apps to support heart failure management: A qualitative descriptive study. PLOS ONE 2023;18(5):e0285659 View
  79. Golan Cohen A, Tal Y, Hersh D, Vinker S, Merzon E, Green I, Isrel A, Tuval A. The professional agenda and its effect on the implementation of telemedicine among primary care physicians: A qualitative study. Journal of Telemedicine and Telecare 2023 View
  80. Pedersen K, Schlichter B. Improving Predictability and Effectiveness in Preventive Digital Health Interventions: Scoping Review. Interactive Journal of Medical Research 2023;12:e40205 View
  81. Guardado S, Mylonopoulou V, Rivera-Romero O, Patt N, Bansi J, Giunti G. An Exploratory Study on the Utility of Patient-Generated Health Data as a Tool for Health Care Professionals in Multiple Sclerosis Care. Methods of Information in Medicine 2023;62(05/06):165 View
  82. Ikwunne T, Hederman L, Wall P. DECENT: A sociotechnical approach for developing mobile health apps in underserved settings. DIGITAL HEALTH 2023;9 View
  83. Sallam M, Salim N, Barakat M, Al-Mahzoum K, Al-Tammemi A, Malaeb D, Hallit R, Hallit S. Assessing Health Students' Attitudes and Usage of ChatGPT in Jordan: Validation Study. JMIR Medical Education 2023;9:e48254 View
  84. Sokolski M, Kalużna-Oleksy M, Tycińska A, Jankowska E. Telemedicine in Heart Failure in the COVID-19 and Post-Pandemic Era: What Have We Learned?. Biomedicines 2023;11(8):2222 View
  85. Cho Y, Lavoie Smith E, Zahrieh D, Chow S, Williams D, Saint Arnault D, Jiang Y. Electronic Patient-Reported Outcome Data Collection Systems in Oncology Clinical Trials: A Survey of Clinical Research Professionals (an Alliance Study). JCO Clinical Cancer Informatics 2023;(7) View
  86. Vimalananda V, Arao K, Qian S, Leibowitz A, Zupa M, Benzer J, Fincke B, Zocchi M, Meterko M, Berlowitz D, Sitter K, Wormwood J. Variation in telehealth use for endocrine care: Patterns and predictors under the “new normal”. Journal of Telemedicine and Telecare 2023 View
  87. Hurvitz N, Ilan Y. The Constrained-Disorder Principle Assists in Overcoming Significant Challenges in Digital Health: Moving from “Nice to Have” to Mandatory Systems. Clinics and Practice 2023;13(4):994 View
  88. Antonacci G, Benevento E, Bonavitacola S, Cannavacciuolo L, Foglia E, Fusi G, Garagiola E, Ponsiglione C, Stefanini A. Healthcare professional and manager perceptions on drivers, benefits, and challenges of telemedicine: results from a cross-sectional survey in the Italian NHS. BMC Health Services Research 2023;23(1) View
  89. Alsahli S, Hor S, Lam M. Factors Influencing the Acceptance and Adoption of Mobile Health Apps by Physicians During the COVID-19 Pandemic: Systematic Review. JMIR mHealth and uHealth 2023;11:e50419 View
  90. Bonn M, Graham L, Marrocco S, Jeske S, Moran B, Wolfe D. Usability evaluation of a self-management mobile application for individuals with a mild traumatic brain injury. DIGITAL HEALTH 2023;9 View
  91. Borges do Nascimento I, Abdulazeem H, Vasanthan L, Martinez E, Zucoloto M, Østengaard L, Azzopardi-Muscat N, Zapata T, Novillo-Ortiz D. The global effect of digital health technologies on health workers’ competencies and health workplace: an umbrella review of systematic reviews and lexical-based and sentence-based meta-analysis. The Lancet Digital Health 2023;5(8):e534 View
  92. Malik I, Perez A, Toombs E, Schmidt F, Olthuis J, Charlton J, Grassia E, Squier C, Stasiuk K, Bobinski T, Mushquash A. Female youth and mental health service providers' perspectives on the JoyPop™ app: a qualitative study. Frontiers in Digital Health 2023;5 View
  93. Diano F, Sica L, Ponticorvo M. Empower Psychotherapy with mHealth Apps: The Design of “Safer”, an Emotion Regulation Application. Information 2023;14(6):308 View
  94. Brantnell A, Temiz S, Baraldi E, Woodford J, von Essen L. Barriers to and Facilitators of the Implementation of Digital Mental Health Interventions as Perceived by Primary Care Decision Makers: Content Analysis of Structured Open-Ended Survey Data. JMIR Human Factors 2023;10:e44688 View
  95. Bin Noon G, Hanjahanja-Phiri T, Dave H, Fadrique L, Teague J, Morita P. Exploring the Role of Active Assisted Living in the Continuum of Care for Older Adults: Thematic Analysis. JMIR Aging 2023;6:e40606 View
  96. Schroeder T, Seaman K, Nguyen A, Gewald H, Georgiou A. Enablers and inhibitors to the adoption of mHealth apps by patients – A qualitative analysis of German doctors’ perspectives. Patient Education and Counseling 2023;114:107865 View
  97. Deng W, Yang T, Deng J, Liu R, Sun X, Li G, Wen X. Investigating Factors Influencing Medical Practitioners’ Resistance to and Adoption of Internet Hospitals in China: Mixed Methods Study. Journal of Medical Internet Research 2023;25:e46621 View
  98. Borges do Nascimento I, Abdulazeem H, Vasanthan L, Martinez E, Zucoloto M, Østengaard L, Azzopardi-Muscat N, Zapata T, Novillo-Ortiz D. Barriers and facilitators to utilizing digital health technologies by healthcare professionals. npj Digital Medicine 2023;6(1) View
  99. Oh S, Hodson T, Kendall M, Shirota C, Kendall E. A technology-focused service within a rehabilitation setting: exploring the experiences and current technology demands of people with disabilities. Disability and Rehabilitation: Assistive Technology 2024;19(5):2000 View
  100. Mitchell J, Shirota C, Clanchy K. Factors that influence the adoption of rehabilitation technologies: a multi-disciplinary qualitative exploration. Journal of NeuroEngineering and Rehabilitation 2023;20(1) View
  101. Gu Y, Guan Y, Meng Z. Health Providers’ Perceptions and Experiences of Using mHealth for Chronic Noncommunicable Diseases: Qualitative Systematic Review and Meta-Synthesis. Journal of Medical Internet Research 2023;25:e45437 View
  102. Fagerström M, Löf M, Müssener U, Thomas K. The importance of trusting conditions for organizations’ readiness to implement mHealth to support healthy lifestyle behaviors: An interview study within Swedish child and school healthcare. DIGITAL HEALTH 2023;9 View
  103. Perret S, Alon N, Carpenter-Song E, Myrick K, Thompson K, Li S, Sharma K, Torous J. Standardising the role of a digital navigator in behavioural health: a systematic review. The Lancet Digital Health 2023;5(12):e925 View
  104. Townsend B, Plant K, Hodge V, Ashaolu O, Calinescu R. Medical practitioner perspectives on AI in emergency triage. Frontiers in Digital Health 2023;5 View
  105. Gregory M, Cao W, Rahurkar S, Jonnalagadda P, Stock J, Ghazi S, Reid E, Berk A, Hebert C, Li L, Addison D. Exploring the Incorporation of a Novel Cardiotoxicity Mobile Health App Into Care of Patients With Cancer: Qualitative Study of Patient and Provider Perspectives. JMIR Cancer 2023;9:e46481 View
  106. Jacob C, Lindeque J, Müller R, Klein A, Metcalfe T, Connolly S, Koerber F, Maguire R, Denis F, Heuss S, Peter M. A sociotechnical framework to assess patient-facing eHealth tools: results of a modified Delphi process. npj Digital Medicine 2023;6(1) View
  107. Atkinson M. Re: Letter to the Editor: Inpatient Understanding of Their Care Team and Receipt of Mixed Messages: A Two-Site Cross-Sectional Study. Journal of General Internal Medicine 2024;39(10):1944 View
  108. Weik L, Fehring L, Mortsiefer A, Meister S. Big 5 Personality Traits and Individual- and Practice-Related Characteristics as Influencing Factors of Digital Maturity in General Practices: Quantitative Web-Based Survey Study. Journal of Medical Internet Research 2024;26:e52085 View
  109. Dai Y, Min H, Sun L, Wang X, Zhu C, Gu C. Assessing women's and health professionals' views on developing a midwifery‐led mobile health app intervention in pregnancy: A descriptive qualitative study. Journal of Advanced Nursing 2024;80(10):4259 View
  110. Weik L, Fehring L, Mortsiefer A, Meister S. Understanding inherent influencing factors to digital health adoption in general practices through a mixed-methods analysis. npj Digital Medicine 2024;7(1) View
  111. Xu H, Hyun A, Kang E, Marsh N, Corley A. Exploring clinicians' insertion experience with a new peripheral intravenous catheter in the emergency department. Australasian Emergency Care 2024;27(3):192 View
  112. Dominiak M, Gędek A, Antosik A, Mierzejewski P. Mobile health for mental health support: a survey of attitudes and concerns among mental health professionals in Poland over the period 2020-2023. Frontiers in Psychiatry 2024;15 View
  113. Rawnsley C, Stasiak K. Unlocking the Digital Toolbox — A Mixed Methods Survey of New Zealand Mental Health Clinicians’ Knowledge, Use and Attitudes Towards Digital Mental Health Interventions. Journal of Technology in Behavioral Science 2024;9(4):875 View
  114. Groos S, Linn A, Kuiper J, van Schoor N, van der Velde N, van Weert J. Combining user-centered design and behavioral theory to enhance health technologies: A personas-based approach for a primary-care based multifactorial falls risk assessment tool. International Journal of Medical Informatics 2024;186:105420 View
  115. Bin Naeem S, Azam M, Kamel Boulos M, Bhatti R. Leveraging the TOE Framework: Examining the Potential of Mobile Health (mHealth) to Mitigate Health Inequalities. Information 2024;15(4):176 View
  116. Zettergren L, Larsson E, Hellsten L, Kosidou K, Nielsen A. Implementing digital sexual and reproductive health care services in youth clinics: a qualitative study on perceived barriers and facilitators among midwives in Stockholm, Sweden. BMC Health Services Research 2024;24(1) View
  117. Amran M, Bilitzky A, Bar-Yishay M, Adler L. The use of medical health applications by primary care physicians in Israel: a cross-sectional study. BMC Health Services Research 2024;24(1) View
  118. Guardado S, Karampela M, Isomursu M, Grundstrom C. Use of Patient-Generated Health Data From Consumer-Grade Devices by Health Care Professionals in the Clinic: Systematic Review. Journal of Medical Internet Research 2024;26:e49320 View
  119. Pettersen S, Eide H, Berg A. The role of champions in the implementation of technology in healthcare services: a systematic mixed studies review. BMC Health Services Research 2024;24(1) View
  120. Paatela S, Kyytsönen M, Saranto K, Kinnunen U, Vehko T. Experiences of Electronic Health Records’ and Client Information Systems’ Use on a Mobile Device and Factors Associated With Work Time Savings Among Practical Nurses: Cross-Sectional Study. Journal of Medical Internet Research 2024;26:e46954 View
  121. Patrickson B, Shams L, Fouyaxis J, Strobel J, Schubert K, Musker M, Bidargaddi N. Evolving Adult ADHD Care: Preparatory Evaluation of a Prototype Digital Service Model Innovation for ADHD Care. International Journal of Environmental Research and Public Health 2024;21(5):582 View
  122. Reisberger T, Reisberger P, Copuš L, Madzík P, Falát L. The Linkage Between Digital Transformation and Organizational Culture: Novel Machine Learning Literature Review Based on Latent Dirichlet Allocation. Journal of the Knowledge Economy 2024 View
  123. Oudbier S, Souget-Ruff S, Chen B, Ziesemer K, Meij H, Smets E. Implementation barriers and facilitators of remote monitoring, remote consultation and digital care platforms through the eyes of healthcare professionals: a review of reviews. BMJ Open 2024;14(6):e075833 View
  124. Chen D, Han W, Yang Y, Pan J. Doctors’ Personal Preference and Adoption of Mobile Apps to Communicate with Patients in China: Qualitative Study. JMIR mHealth and uHealth 2024;12:e49040 View
  125. Wen Y, Ruan Y, Yu Y. Mobile health management among end stage renal disease patients: a scoping review. Frontiers in Medicine 2024;11 View
  126. Ugwu O, Alum E, Ugwu J, Eze V, Ugwu C, Ogenyi F, Okon M. Harnessing technology for infectious disease response in conflict zones: Challenges, innovations, and policy implications. Medicine 2024;103(28):e38834 View
  127. Mittmann G, Steiner-Hofbauer V, Schrank B. Attitudes of the general population and mental health practitioners towards blended therapy in Austria. Wiener klinische Wochenschrift 2024 View
  128. Burke C, Reidy K, Ryan P, Jennings A. GPs' attitudes towards and experiences of using the Dermabuddy health app for the management of patients with dermatological conditions: a descriptive cross-sectional study. BJGP Open 2024;8(3):BJGPO.2024.0038 View
  129. Cormier M, Orr M, Kaser A, MacDonald H, Chorney J, Meier S. Sleep well, worry less: A co-design study for the development of the SMILE app. DIGITAL HEALTH 2024;10 View
  130. Zolfaqari Z, Ayatollahi H, Ranjbar F, Abasi A. Acceptance and use of mobile health technology in post-abortion care. BMC Health Services Research 2024;24(1) View
  131. Freitag B, Fehring L, Uncovska M, Olsacher A, Meister S. Negotiating pricing and payment terms for insurance covered mHealth apps: a qualitative content analysis and taxonomy development based on a German experience. Health Economics Review 2024;14(1) View
  132. Hews-Girard J, Bright K, Barker M, Bassi E, Iorfino F, LaMonica H, Moskovic K, Fersovitch M, Stamp L, Gondziola J, Hickie I, Dimitropoulos G. Mental health provider and youth service users’ perspectives regarding implementation of a digital mental health platform for youth: A survey study. DIGITAL HEALTH 2024;10 View
  133. Wosny M, Strasser L, Kraehenmann S, Hastings J. Practical Recommendations for Navigating Digital Tools in Hospitals: Qualitative Interview Study. JMIR Medical Education 2024;10:e60031 View
  134. Dillon M, Ridgewell E, Clarke L, Bishop K, Kumar S, Babaee T. Exploration of the barriers and facilitators influencing use of telehealth for orthotic/prosthetic services in the United States of America: An orthotist/prosthetists perspective. PLOS ONE 2024;19(10):e0309194 View
  135. Yang Y, Tavares J, Oliveira T. A New Research Model for Artificial Intelligence–Based Well-Being Chatbot Engagement: Survey Study. JMIR Human Factors 2024;11:e59908 View
  136. Katsaliaki K, Kumar S, Galetsi⁠ P. Patient and societal indicators for mHealth apps’ evaluation using Health Technology Assessment framework. Technovation 2025;140:103143 View
  137. Lurtz J, C Sauter T, Jacob C. Factors Impacting the Adoption and Potential Reimbursement of a Virtual Reality Tool for Pain Management in Switzerland: Qualitative Case Study. JMIR Human Factors 2024;11:e59073 View

Books/Policy Documents

  1. Hilty D, Torous J, Chan S. Virtual Mental Health Care for Rural and Underserved Settings. View
  2. Chreiman K, Subramanian M, Reilly P. Management of Chest Trauma. View
  3. Hilty D, Armstrong C, Edwards-Stewart A, Luxton D. Digital Therapeutics for Mental Health and Addiction. View
  4. Gulati A. Artificial Intelligence and Machine Learning in Healthcare. View
  5. Singh B, Sharma S, Jain A. Artificial Intelligence and Machine Learning in Healthcare. View