Reviews in Digital Mental Health

Articles published in 2026 in this theme: 19 (scroll down to load remaining articles)

2026

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Adoption of Digital Mental Health Interventions in National Health Service England, Scotland, and Wales: Freedom of Information Questionnaire Study

Lucy Hitcham, Aislinn Gómez Bergin, Sachiyo Ito-Jaeger, Stuart Reeves, Elvira Perez Vallejos

JMIR Ment Health 2026 (May 14); 13:e92187

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Machine Learning for Comparative Antidepressant Selection in Major Depressive Disorder: Systematic Review

Fiona He, Steven Huang, Richard Wang, Aland Chang, Jennifer L Phillips, Christopher Sun

JMIR Ment Health 2026 (May 13); 13:e89352

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Therapeutic Interventions Targeted at Problematic Use of Digital Technology: Systematic Review and Meta-Analysis of Evidence

Yatan Pal Singh Balhara, Oshmita Bhattacharjee, Riya Kaur Bhatia, Rajkumar Sanahan, Ragul Ganesh, Siddharth Sarkar, Rajeev Ranjan, Shivanand Kattimani, Centre for Advanced Research on Addictive Behaviors (CAR-AB)

JMIR Ment Health 2026 (May 12); 13:e89280

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Behavior Change Techniques in Digital Health Interventions for Promoting Adolescent Health Behaviors: Systematic Umbrella Review

Nikolaos Boumparis, Philippe de Riedmatten, Katrina Champion, Gloria Cea, Teresa de Pablo-Pardo, Kleio Koutra, Katie Rizvi, Hayley Pearce, Andreas Triantafyllidis, Ana Molina-Barceló, Michael Patrick Schaub, Severin Haug

JMIR Ment Health 2026 (May 06); 13:e84754

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Current Landscape of Mental Health Conversational Agents From a Trauma-Informed Care Lens: Scoping Review

Faye Kollig, Kira Voelker, Emily Ryan, Rachel Pfafman, Fayika Farhat Nova

JMIR Ment Health 2026 (Apr 30); 13:e77876

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Designing and Evaluating Digital Mental Health Interventions: Scoping Review

Sarah Zainab Mbawa, Roelof Anne Jelle de Vries, Luciano Cavalcante Siebert, Koen van Turnhout, Willem-Paul Brinkman

JMIR Ment Health 2026 (Apr 29); 13:e77038

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AI Applications Integrating Legal and Regulatory Perspectives in Mental Health: Systematic Review

Moustafa Elmetwaly Kandeel, Eid G Abo Hamza, Alaa Abouahmed, Gehad Mohamed AbdelAziz, Adham Hashish, Tarek Abo El Wafa, Ahmed Khalil, Ahmed Eldakak

JMIR AI 2026 (Apr 27); 5:e84305

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Mass Media Narratives of Psychiatric Adverse Events Associated With Generative AI Chatbots: Rapid Scoping Review

Van-Han-Alex Chung, Pénélope Bernier, Alexandre Hudon

JMIR Ment Health 2026 (Mar 30); 13:e93040

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The Performance of Wearable Device–Based Artificial Intelligence in Detecting Depression: Systematic Review and Meta-Analysis

Jiawen Liu, Junhui Wang, Zhaobin Wu, Mohamad Ibrani Shahrimin Bin Adam Assim

JMIR Ment Health 2026 (Mar 10); 13:e85319

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Associations of Problematic Smartphone Use and Smartphone Screen Time With Eating Disorder Psychopathology in Non-Clinical Samples: A Systematic Review

Johanna Keeler, Laura Conde Ludtke, Qingyu Yang, Valentina Raschke Rameh, Rebecca Ward, Janet Treasure, Ben Carter

JMIR Ment Health 2026 (Mar 09); 13:e88572

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AI-Driven Mental Health Support for Caregivers of Individuals With Alzheimer Disease: Systematic Literature Review and Development of a Conceptual Framework

Syeda Umme Salma, Chandra Rekha Renduchintala, Isa Siddique, Evelina Sterling, Sweta Sneha, Nazmus Sakib

JMIR Ment Health 2026 (Mar 06); 13:e79973

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Effectiveness and Experiences of Online Mental Health Peer Support for Young People: Systematic Scoping Review

Shuting Yuan, Gavin Davidson, Sebastian Kurten, Paul Best

JMIR Ment Health 2026 (Feb 25); 13:e83139

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Retention and Engagement in Culturally Adapted Digital Mental Health Interventions: Systematic Review of Dropout, Attrition, and Adherence in Non-Western, Educated, Industrialized, Rich, Democratic Settings

Tanya Tandon, Rajashree Biswas, Quentin Meteier, Karl Daher, Omar Abou Khaled, Björn Meyer, Thomas Berger, Rashmi Gupta, Chantal Martin Soelch

JMIR Ment Health 2026 (Jan 28); 13:e80624

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Remote Measurement-Based Care Interventions for Mental Health: Systematic Review and Meta-Analysis

Felix Machleid, Twyla Michnevich, Leu Huang, Louisa Schröder-Frerkes, Caspar Wiegmann, Toni Muffel, Jakob Kaminski

JMIR Ment Health 2026 (Jan 28); 13:e63088

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Quality in Use in Connected Mental Health: Protocol for a Systematic Mapping Study

Shweta Premanandan, Sofia Ouhbi, Magdalena Ramstedt Stadin, Charlotte Blease, Åsa Cajander, Maria Hägglund

JMIR Res Protoc 2026 (Jan 20); 15:e79611

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Navigating the Digital Landscape for Potential Use of Mental Health Apps in Clinical Practice: Scoping Review

Nikki S Rickard, Perin Kurt, Tanya Meade

JMIR Ment Health 2026 (Jan 15); 13:e75640

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Dropout, Attrition, Adherence, and Compliance in Mood Monitoring and Ambulatory Assessment Studies for Depression and Bipolar Disorder: Systematic Review and Meta-Analysis

Laurence Astill Wright, James Roe, Boliang Guo, Richard Morriss

JMIR Ment Health 2026 (Jan 12); 13:e83765

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Mood Monitoring, Mood Tracking, and Ambulatory Assessment Interventions in Depression and Bipolar Disorder: Systematic Review and Meta-Analysis of Randomized Controlled Trials

Laurence Astill Wright, Georgina Shajan, Daljit Purewal, Jonathan Stone, Madiha Majid, Boliang Guo, Richard Morriss

JMIR Ment Health 2026 (Jan 07); 13:e84020

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Digital Humans for Depression Assessment and Intervention Support: Scoping Review

Jiashuo Cao, Wujie Gao, Ruoyu Wen, Chen Li, Simon Hoermann, Nilufar Baghaei, Mark Billinghurst

JMIR Ment Health 2026 (Jan 05); 13:e79954

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