Reviews in Digital Mental Health

Clinical Efficacy, Therapeutic Mechanisms, and Implementation Features of Cognitive Behavioral Therapy–Based Chatbots for Depression and Anxiety: Narrative Review

Chang-Ha Im, Minjung Woo

JMIR Ment Health 2025 (Nov 28); 12:e78340

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Pain Cues in People With Dementia: Scoping Review

Urška Smrke, Ana Milošič, Izidor Mlakar, Matic Kadiš, Satja Mulej Bratec

JMIR Ment Health 2025 (Nov 27); 12:e75671

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Standardizing and Scaffolding Health Care AI-Chatbot Evaluation: Systematic Review

Yining Hua, Winna Xia, David Bates, George Luke Hartstein, Hyungjin Tom Kim, Michael Li, Benjamin W Nelson, Charles Stromeyer IV, Darlene King, Jina Suh, Li Zhou, John Torous

JMIR AI 2025 (Nov 07); 4:e69006

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Digital Conversational Agents for the Mental Health of Treatment-Seeking Youth: Scoping Review

Lisa D Hawke, Jingyi Hou, Anh T P Nguyen, Thalia Phi, Jamie Gibson, Brian Ritchie, Gillian Strudwick, Terri Rodak, Louise Gallagher

JMIR Ment Health 2025 (Nov 07); 12:e77098

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An Overview of Reviews on Telemedicine and Telehealth in Dementia Care: Mixed Methods Synthesis

Israel Júnior Borges do Nascimento, Hebatullah Mohamed Abdulazeem, Ishanka Weerasekara, Amin Sharifan, Victor Grandi Bianco, Indunil Kularathne, Ciara Cunningham, Brijesh Sathian, Genevieve Deeken, Lasse Østengaard, Rachel Frederique-Djurdjevic, Joost van Hoof, Ledia Lazeri, Cassie Redlich, Hannah R Marston, Nathalia Sernizon Guimarães, Jerome de Barros, Ryan Alistar dos Santos, Natasha Azzopardi-Muscat, Yongjie Yon, David Novillo-Ortiz

JMIR Ment Health 2025 (Nov 06); 12:e75266

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“It’s Not Only Attention We Need”: Systematic Review of Large Language Models in Mental Health Care

Andreas Bucher, Sarah Egger, Inna Vashkite, Wenyuan Wu, Gerhard Schwabe

JMIR Ment Health 2025 (Nov 04); 12:e78410

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Adverse Events of Mood Monitoring and Ambulatory Assessment in Depression and Bipolar Disorder: Systematic Review and Meta-Analysis

Laurence Astill Wright, Jonathan Monk-Cunliffe, Boliang Guo, Richard Morriss

JMIR Ment Health 2025 (Oct 23); 12:e79500

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Performance of Automatic Speech Analysis in Detecting Depression: Systematic Review and Meta-Analysis

Patricia Laura Maran, María Dolores Braquehais, Alexandra Vlaic, María Teresa Alonzo-Castillo, Júlia Vendrell-Serres, Josep Antoni Ramos-Quiroga, Amanda Rodríguez-Urrutia

JMIR Ment Health 2025 (Oct 22); 12:e67802

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Prevalence of Dropout and Influencing Factors in Digital Psychosocial Intervention Trials for Adult Illicit Substance Users: Systematic Review and Meta-Analysis

Jiayi Li, Xinyi Liu, Xiayu Du, Tingni Mi, Zhihong Ren

J Med Internet Res 2025 (Oct 10); 27:e77853

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Speech Emotion Recognition in Mental Health: Systematic Review of Voice-Based Applications

Eric Jordan, Raphaël Terrisse, Valeria Lucarini, Motasem Alrahabi, Marie-Odile Krebs, Julien Desclés, Christophe Lemey

JMIR Ment Health 2025 (Sep 30); 12:e74260

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Understanding the Needs of Moderators in Online Mental Health Forums: Realist Synthesis and Recommendations for Support

Heather Robinson, Millissa Booth, Lauren Fothergill, Claire Friedrich, Zoe Glossop, Jade Haines, Andrew Harding, Rose Johnston, Steven Jones, Karen Machin, Rachel Meacock, Kristi Nielson, Paul Marshall, Jo-Anne Puddephatt, Tamara Rakić, Paul Rayson, Jo Rycroft-Malone, Nick Shryane, Zoe Swithenbank, Sara Wise, Fiona Lobban

JMIR Ment Health 2025 (Sep 26); 12:e58891

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Toward Digital Self-Monitoring of Mental Health in the General Population: Scoping Review of Existing Approaches to Self-Report Measurement

Zhao Hui Koh, Duygu Serbetci, Jason Skues, Greg Murray

JMIR Ment Health 2025 (Sep 18); 12:e59351

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Directory of Public Datasets for Youth Mental Health to Enhance Research Through Data, Accessibility, and Artificial Intelligence: Scoping Review

Hua Min, Xia Jing, Cui Tao, Joel E Williams, Sarah F Griffin, Christianne Esposito-Smythers, Bruce Chorpita

JMIR Ment Health 2025 (Sep 08); 12:e73852

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Concerns Regarding the Methodology of a Psychological Inoculation Meta-Analysis on Misinformation

Daniel Loughnan, Aart van Stekelenburg, J Loes Pouwels, Mariska Kleemans

J Med Internet Res 2025 (Aug 28); 27:e64430

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Digital Health Interventions for Depression and Anxiety in Low- and Middle-Income Countries: Rapid Scoping Review

Leena W Chau, Raymond W Lam, Harry Minas, Kanna Hayashi, Vu Cong Nguyen, John O'Neil

JMIR Ment Health 2025 (Aug 22); 12:e68296

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Exploring the Characteristics of Online Counseling Chat Services for Youth in Europe: Web Search Study

Irati Higuera-Lozano, Virvatuli Uusimäki, Tuuli Pitkänen, Elke Denayer, Alexis Dewaele, Katalin Felvinczi, Lien Goossens, Zsuzsa Kaló, Mónika Rényi, María Cabello

JMIR Ment Health 2025 (Aug 20); 12:e67949

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Digital Interventions for Improving Body Dissatisfaction in Children and Emerging Adults: Systematic Review and Meta-Analysis

Li Liu, Jianning Yang, Fengmei Tan, Xia Yang, Huan Luo, Yanhua Chen, Xiaolei Zhao

Interact J Med Res 2025 (Aug 13); 14:e72231

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The Cost-Effectiveness of Digitally Supported Mental Well-Being Prevention and Promotion Targeting Nonclinical Adult Populations: Systematic Review

Sara Claes, Fleur Van De Wielle, Els Clays, Lieven Annemans

JMIR Ment Health 2025 (Aug 11); 12:e72458

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Video Games and Gamification for Assessing Mild Cognitive Impairment: Scoping Review

Yu Chen, Kathrin Gerling, Katrien Verbert, Vero Vanden Abeele

JMIR Ment Health 2025 (Aug 05); 12:e71304

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E-Mental Health Interventions in Inpatient Care: Scoping Review

Alexander Diel, Isabel Carolin Schröter, Anita Robitzsch, Christoph Jansen, Martin Teufel, Alexander Bäuerle

J Med Internet Res 2025 (Jul 31); 27:e65947

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