Reviews in Digital Mental Health

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Articles published in 2026 in this theme: 29 (scroll down to load remaining articles)

2026

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Parasocial Engagement With Social Media Influencers and Mental Health Outcomes: Systematic Review and Meta-Analysis

Yixuan Li, Zihao Liu, Fangqing Liu

JMIR Ment Health 2026 (Aug 20); 13:e96331

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Performance of Two AI Approaches in ASReview Compared With Manual Screening for Dementia Care Literature Screening: Comparative Analysis

Dirk Steijger, Stella Thissen, Sil Aarts, Hilde Verbeek, Marjolein E de Vugt, Hannah Christie

JMIR Form Res 2026 (Aug 20); 10:e84989

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Technology-Themed Persecutory and Related Presentations of Delusions in the Digital Age: Narrative Review

Syed Ali Bokhari, Abdelaziz A Osman, Muhanad Elnoor, Mohamed A Alnor, Syed Fahad Javaid

JMIR Ment Health 2026 (Aug 14); 13:e102927

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Digital Markers for Passive Remote Monitoring of Bipolar Disorder: Systematic Review

Thomas P Kutcher, Isha Chakraborty, Kristin Kostick-Quenet, Akane Sano, Nidal Moukaddam, Jeffrey A Herron, Wayne K Goodman, Sameer A Sheth, Ashutosh Sabharwal, Nicole R Provenza

JMIR Ment Health 2026 (Aug 13); 13:e94819

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Analyzing Social Media to Infer Mental Health Status and Affective States for Crisis and Disaster Management: Scoping Review

Francesca Müller, Samuel Tomczyk, Frank Fiedrich

J Med Internet Res 2026 (Jul 20); 28:e79762

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Immersive Technologies in Forensic Mental Health and Prison Settings: Scoping Review

Ivana Nakarada-Kordic, Dilshani Kumarapeli, Lana Chisholm, Emma Marie Buitenhek, Stephen Reay

JMIR Ment Health 2026 (Jul 17); 13:e95581

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Using AI to Detect Psychosis Relapse: Scoping Review

Lorenzo Ghelfi, Jack Healy, Francesco Piacenza, Ian French, Nicholas McNamara, Khyber Afridi Rabbi, Benjamin Bond, Emma O'Hora, Darren Roddy, Moyyad Kamali, Sudipto Das, Sandra Anna Just, Enrico Tedeschi, Musarrat Hussain, Karl Øyvind Mikalsen, Stefan Kaiser, Giacomo Cecere, Sanne Koops, Janna de Boer, Elysie Nguyen, Emre Bora, Wolfram Hinzen, Philipp Homan, Iris E Sommer, David Cotter, Mary Cannon, John Paul Lyne

JMIR Ment Health 2026 (Jun 16); 13:e92192

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Recommendations for Research and Clinical Implementation of Ambulatory Assessment, Mood Monitoring, Digital Phenotyping, and Remote Measurement Technology in Mood Disorders: Synthesis of Systematic Review Findings

Laurence Astill Wright, Mat Rawsthorne, Neil Nixon, Boliang Guo, Richard Morriss

JMIR Ment Health 2026 (Jun 02); 13:e79501

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Factors Influencing the Initiation and Continued Engagement of Digital Mental Health Tools Among Adults: Theory of Planned Behavior–Informed Systematic Review

Nan Cheng, Mary K Lam, Christine Grove, Monica Wachowicz

JMIR Ment Health 2026 (May 15); 13:e88731

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Large Language Models and Their Applications in Mental Health: Scoping Review

Matheus Calvin Lokadjaja, Jordon Junyang Kho, Peter Johannes Schulz, Wilson Wen Bin Goh

JMIR Ment Health 2026 (May 15); 13:e88057

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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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Three young friends, two boys and a girl, sit outdoors looking at their phones, with the girl smiling at the camera.

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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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