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

Reviews in Digital Mental Health (260) Telehealth and Telemonitoring (1860) Telepsychiatry (183) Mobile Health in Psychiatry (475) Outbreak and Pandemic Preparedness and Management (1779) mHealth for Wellness, Behavior Change and Prevention (3082) Digital Mental Health Interventions, e-Mental Health and Cyberpsychology (1780) Innovations in Mental Health Systems (418) Extended Reality, Virtual Reality and Virtual Worlds (649) Virtual Reality Interventions in Mental Health (144) JMH Theme Issue: COVID-19 and Mental Health: Impact and Interventions (404)

Published on in Vol 9, No 5 (2022): May

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/35159, first published .
Digital Health Interventions for Delivery of Mental Health Care: Systematic and Comprehensive Meta-Review

Digital Health Interventions for Delivery of Mental Health Care: Systematic and Comprehensive Meta-Review

Digital Health Interventions for Delivery of Mental Health Care: Systematic and Comprehensive Meta-Review

Authors of this article:

Tristan J Philippe1, 2 Author Orcid Image ;   Naureen Sikder3 Author Orcid Image ;   Anna Jackson4 Author Orcid Image ;   Maya E Koblanski1, 5 Author Orcid Image ;   Eric Liow6 Author Orcid Image ;   Andreas Pilarinos6, 7 Author Orcid Image ;   Krisztina Vasarhelyi6, 8 Author Orcid Image
Article Authors Cited by (148) Tweetations (15) Metrics

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  101. Muñoz F, Flores C, Durán M, Castillo P, Alfaro P, Saavedra R, Cortés I, Garzón M, Álvarez M. Recommendations to strengthen hybrid mental health policy in primary care services in Chile. Latin American Policy 2024;15(4):681 View
  102. Harrison Ginsberg K, Babbott K, Serlachius A. Exploring Participants’ Experiences of Digital Health Interventions With Qualitative Methods: Guidance for Researchers. Journal of Medical Internet Research 2024;26:e62761 View
  103. Priyam Jyoti Das , Pdiangmon Kyndait , Sungjemrenla I Jamir , Dhiraj Baishya , Juganta Kumar Kalita , Lobsang Tenzing Komu . The Role of Technology in Mental Health: Evaluating Digital Interventions for Psychological Well-being. International Journal of Scientific Research in Science and Technology 2024;11(6):366 View
  104. Kidd S, D'Arcey J, Tackaberry-Giddens L, Asuncion T, Agrawal S, Chen S, Wang W, McKenzie K, Zhou W, Luo S, Feldcamp L, Kaleis L, Zedan S, Foussias G, Kozloff N, Voineskos A. App for independence: A feasibility randomized controlled trial of a digital health tool for schizophrenia spectrum disorders. Schizophrenia Research 2025;275:52 View
  105. Sagui Henson S, Welcome Chamberlain C, Smith B, Jackson J, Adusei S, Castro Sweet C. Utilization, Satisfaction, and Clinical Outcomes of People of Color and White Adults Using an Employer-Sponsored Digital Mental Health Platform. International Journal of Environmental Research and Public Health 2024;21(12):1660 View
  106. Brotherdale R, Berry K, Bucci S. A qualitative study exploring the digital therapeutic alliance with fully automated smartphone apps. DIGITAL HEALTH 2024;10 View
  107. López-Durán A, Martínez-Vispo C, Barroso-Hurtado M, Suárez-Castro D, Becoña E. Incorporating technology in smoking cessation interventions: In-person vs. Video-call formats. International Journal of Medical Informatics 2025;195:105774 View
  108. Al-Abdulmunem M, Kozelka E, Acquilano S, Drake R, Carpenter-Song E, Elwyn G. Supporting the Individualized Use of Digital Tools in Community Mental Health: The Technology Specialist Pilot Study. Community Mental Health Journal 2025 View
  109. Kervinen E, Vähätalo L, Siukola A, Reho T, Winell K, Sauni R. Occupational health professionals’ and HR specialists’ perceptions of telemental health services in occupational health care settings: A qualitative study. DIGITAL HEALTH 2025;11 View
  110. Peláez Zuberbuhler J, Pietrantoni L, Mazzetti G, De Angelis M, Giusino D, San Román-Niaves M, Guglielmi D, Salanova M. A systematic realist synthesis of digital interventions for enhancing mental health at work: contexts, mechanisms, and outcomes. International Journal of Mental Health Systems 2025;19(1) View
  111. Yap S, Allen R, Bright K, Brown M, Burback L, Hayward J, Winkler O, Wells K, Jones C, Sevigny P, McElheran M, Zukiwski K, Greenshaw A, Brémault-Phillips S. Exploring the Perspectives of Canadian Clinicians Regarding Digitally Delivered Psychotherapies Utilized for Trauma-Affected Populations. International Journal of Environmental Research and Public Health 2025;22(1):81 View
  112. Holley D, Brooks A, Hartz M, Rao S, Zaubler T. mHealth-Augmented Care for Reducing Depression Symptom Severity Among Patients With Chronic Pain: Exploratory, Retrospective Cohort Study. JMIR mHealth and uHealth 2025;13:e52764 View
  113. Rizzi S, Pavesi M, Moser A, Paolazzi F, Marchesoni M, Poggianella S, Gadotti E, Forti S. A Mindfulness-Based App Intervention for Pregnant Women: Qualitative Evaluation of a Prototype Using Multiple Case Studies. JMIR Formative Research 2025;9:e58265 View
  114. Chen Y, Zhang L, Zhang S, Zhang J, Yu H, Li Q, Zhou Y. Prevalence and sociodemographic configurations of anxiety and depression among caregivers of individuals with mental illness: A meta-analysis and qualitative comparative analysis. Journal of Affective Disorders 2025;375:486 View
  115. Mansoor M, Ansari K. Artificial Intelligence-Driven Analysis of Telehealth Effectiveness in Youth Mental Health Services: Insights from SAMHSA Data. Journal of Personalized Medicine 2025;15(2):63 View
  116. Yap S, Allen R, Bright K, Brown M, Burback L, Hayward J, Winkler O, Wells K, Jones C, Sevigny P, McElheran M, Zukiwski K, Greenshaw A, Brémault-Phillips S. Pilot Study Exploring the Perspectives of Canadian Clients Who Received Digitally Delivered Psychotherapies Utilized for Trauma-Affected Populations. International Journal of Environmental Research and Public Health 2025;22(2):220 View
  117. Raje A, Rozatkar A, Mehta U, Shrivastava R, Bondre A, Ahmad M, Malviya A, Sen Y, Tugnawat D, Bhan A, Modak T, Das N, Nagendra S, Lane E, Castillo J, Naslund J, Torous J, Choudhary S. Designing smartphone-based cognitive assessments for schizophrenia: Perspectives from a multisite study. Schizophrenia Research: Cognition 2025;40:100347 View
  118. Tung N, Chau N, Nguyen N, Nguyen T. Self-Supervised Learning and 3D Printing Technology in Facial Reconstruction and Defect Coverage. 3D Printing and Additive Manufacturing 2025 View
  119. Atik E, Hornstein S, Reinking E, Schückes M. Influence of patient satisfaction, system usability, and working alliance on depressive symptom improvement in blended cognitive behavioral therapy (bCBT): Secondary analysis of an open trial data. Internet Interventions 2025;39:100815 View
  120. Hopkin G, Coole H, Edelmann F, Ayiku L, Branson R, Campbell P, Cooper S, Salmon M. Toward a New Conceptual Framework for Digital Mental Health Technologies: Scoping Review. JMIR Mental Health 2025;12:e63484 View
  121. Matson T, Hermes E, Lyon A, Quanbeck A, Schueller S, Wilson S, Glass J. A framework for designing hybrid effectiveness-implementation trials for digital health interventions. Annals of Epidemiology 2025;104:35 View
  122. Chiappini S, Sampogna G, Ventriglio A, Menculini G, Ricci V, Pettorruso M, Volpe U, Martinotti G. Emerging strategies and clinical recommendations for the management of novel depression subtypes. Expert Review of Neurotherapeutics 2025;25(4):443 View
  123. Kazdin A. Indirect Interventions: Lifestyle Options to Treat Mental Disorders. Healthcare 2025;13(5):505 View
  124. Madrid‐Cagigal A, Kealy C, Potts C, Mulvenna M, Byrne M, Barry M, Donohoe G. Digital Mental Health Interventions for University Students With Mental Health Difficulties: A Systematic Review and Meta‐Analysis. Early Intervention in Psychiatry 2025;19(3) View
  125. Rawnsley C, Stasiak K. From Innovation to Implementation: A Qualitative Study of New Zealand Mental Health Clinicians’ Views on Digital Tools. Journal of Technology in Behavioral Science 2025 View
  126. Ahmed A, Ho C, Grant Y, Archer S, Carrington E. Acceptability of digital health interventions in perioperative care: a systematic review and narrative synthesis of clinician perspectives. BMJ Open 2025;15(3):e086412 View
  127. Bradley G, Rehackova L, Devereaux K, Bruce T, Nunn V, Gilfellon L, Burrows S, Cameron A, Watson R, Rumney K, Flynn D, Ayatollahi H. Classifying the features of digital mental health interventions to inform the development of a patient decision aid. PLOS Digital Health 2025;4(3):e0000752 View
  128. Derksen M, van Beek M, de Bruijn T, Stuit F, Blankers M, Goudriaan A. Ethical aspects and user preferences in applying machine learning to adjust eHealth addressing substance use: A mixed-methods study. International Journal of Medical Informatics 2025;199:105897 View
  129. Frenkel J, Kirst S, Naumann S, Simon M, Sessner J, Roesler E, Onnasch L, Dziobek I. Stakeholder acceptance of a robot-assisted social training scenario for autistic children compared to a tablet-computer-based approach. Scientific Reports 2025;15(1) View
  130. Krahe M, Baker S, Woods L, Larkins S. Factors That Influence Digital Health Implementation in Rural, Regional, and Remote Australia: An Overview of Reviews and Recommended Strategies. Australian Journal of Rural Health 2025;33(2) View
  131. Kennedy S, Fitzgerald R, Melia R. Developing a National Strategy for Digital Mental Health in Ireland: A Reflexive Thematic Analysis of a Stakeholder Engagement Process. (Preprint). Journal of Medical Internet Research 2025 View

Books/Policy Documents

  1. Alhejaili A, Blustein J. HCI International 2023 Posters. View
  2. Beiglböck W, Preinsperger W. Suchtbehandlung und Digitalisierung. View
  3. Qin X, Hsieh C. Economic Analysis of Mental Health in China. View
  4. Dreier M, Wölfling K. Suchtbehandlung und Digitalisierung. View
  5. Shionome T. HCI International 2023 Posters. View
  6. Lodha P, Makhija S, DeSousa A. Digital Healthcare in Asia and Gulf Region for Healthy Aging and More Inclusive Societies. View
  7. Qasmi F, Fatima S. Breaking Barriers with Generative Intelligence. Using GI to Improve Human Education and Well-Being. View
  8. Jesto S, Kunnumpurath B. Digital Technology in Public Health and Rehabilitation Care. View
  9. Enrique A, Akkol-Solakoglu S, Matthews M, Richards D. Handbook of Psychological Therapies for Bipolar Disorder. View
  10. Vinodh N, Subramani A, Vijayalakshmi M, Ramya R. Exploring Psychology, Social Innovation and Advanced Applications of Machine Learning. View
  11. Jain S, Singh R, Agarwal B, Singh A. Exploring Psychology, Social Innovation and Advanced Applications of Machine Learning. View
  12. Duggirala M, Naik V, Mohan A, Patel S, Athavale S. Building a Resilient and Responsible World. View
  13. Goel R, Singla J. Smartphone Addiction, Phone Snubbing, and Effects on Interpersonal Relationships and Mental Health. View

Conference Proceedings

  1. Kubota A, Pei R, Sun E, Cruz-Sandoval D, Kim S, Riek L. Proceedings of the 2023 ACM/IEEE International Conference on Human-Robot Interaction. Get SMART View
  2. Jakob R, Lepper N, Fleisch E, Kowatsch T. Proceedings of the CHI Conference on Human Factors in Computing Systems. Predicting early user churn in a public digital weight loss intervention View
  3. Darda D, Deshmukh J, Mahure K, Ganjare A. RECENT ADVANCEMENTS IN ARTIFICIAL INTELLIGENCE AND ITS APPLICATIONS IN ENGINEERING. Tech Tranquil - A digital wellbeing application View
  4. Kumar K, Verma A, Verma P, Tripathi S. 2024 IEEE International Conference of Electron Devices Society Kolkata Chapter (EDKCON). Unveiling Mental Stress: Examining the Impact on College Students' Well-being Using Machine Learning Based Solutions View