Innovations in Mental Health Systems

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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Evaluating the Efficacy of AI-Based Interactive Assessments Using Large Language Models for Depression Screening: Development and Usability Study

Zheng Jin, Jiaxing Hu, Dandan Bi, Kaibin Zhao, Huan Yu

JMIR Form Res 2026 (Jan 13); 10:e78401

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Joint Adaptation of a Digital Mental Health Intervention for University Students: Inductive Qualitative Analysis

Jemima Dooley, Nouf Alsaadi, Edward Watkins

J Particip Med 2026 (Jan 06); 18:e80776

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Blended Therapy From the Perspective of Mental Health Professionals in Routine Mental Health Care: Mixed Methods Analysis of Cross-Sectional Survey Data

Annalena Maria Kneubühler, Elianne von Känel, Kristina Grgic, Ena Munkovic, Thomas Berger, Laura Luisa Bielinski

JMIR Ment Health 2026 (Jan 06); 13:e78079

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Evidence for Digital Mental Health Assessment Tools in the Post–COVID-19 Era: Protocol for a Systematic Review on Diagnostic Accuracy Across Age Groups

Kathryn Babbitt, Erin Lucy Funnell, Nayra Martin-Key, Eleanor Barker, Sabine Bahn

JMIR Res Protoc 2026 (Jan 05); 15:e73492

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Reach, Engagement, and Acceptability of a Subclinical Telehealth Service for Spanish-Speaking Adults: Retrospective Mixed Methods Pilot Study

Marvyn R Arévalo Avalos, Julio Fu, Adrian Aguilera, Luis Suarez

JMIR Form Res 2025 (Dec 31); 9:e80026

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Psychosocial Support Programs for the Mental Well-Being of High School Learners From Low- to Middle-Income Countries: Protocol for a Scoping Review

Esther Caroline Malo, Doreen Asentewa Abeasi, Elizabeth Sipiwe Ndofirepi, Nokuthula Gloria Nkosi

JMIR Res Protoc 2025 (Dec 30); 14:e78035

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Physician Perspectives on the Impact of Artificial Intelligence on the Therapeutic Relationship in Mental Health Care: Qualitative Study

Isabel B Weir, Austin M Stroud, Jeremiah J Stout, Barbara A Barry, Arjun P Athreya, William V Bobo, Richard R Sharp

JMIR Ment Health 2025 (Dec 30); 12:e81970

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Barriers to and Facilitators of Implementation of Internet-Delivered Therapist-Guided Therapy in Child and Adolescent Mental Health Services: Systematic Review and Bayesian Meta-Analysis

Annika Sannes, Erling W Rognli, Ketil Hanssen-Bauer, Nor Christian Torp, Silje Klundelien Storfossen, Markus Nordheim Høstaker, Marianne Aalberg

J Med Internet Res 2025 (Dec 22); 27:e83543

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Visualization of Experience Sampling Method Data in Mental Health: Qualitative Study of the Physicians’ Perspective in Germany

Julia C C Schulte-Strathaus, Theresa Ikegwuonu, Anita Schick, Maria K Wolters, Lena de Thurah, Michal Hajdúk, Adam Kurilla, Inez Myin-Germeys, Glenn Kiekens, Jeroen D M Weermeijer, Joanne R Beames, Lotte Uyttebroek, Rafaël Bonnier, Iveta Nagyova, Dagmar Breznoščáková, Daniel Dančík, Koraima Sotomayor Enriquez, Islay Barne, Jessica Gugel, Ulrich Reininghaus, Michel Wensing, Charlotte Ullrich

J Med Internet Res 2025 (Dec 22); 27:e72893

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Investigating How Clinicians Form Trust in an AI-Based Mental Health Model: Qualitative Case Study

Anthony Kelly, Niharika Bhardwaj, Trine Theresa Holmberg Sainte-Marie, Pepijn Van de Ven, Ruth Melia, John Eustis Williams, Kim Mathiasen, Amalie Søgaard Nielsen

JMIR Hum Factors 2025 (Dec 19); 12:e79658

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Depression and Anxiety Outcomes in a Technology-Enabled Psychotherapy Practice: Retrospective Cohort Study

Nicholas R Forand, Jasmine Nettiksimmons, Margaret Anton, Raven Truxson, Karl Vanderwood, Brandn Green

JMIR Form Res 2025 (Dec 02); 9:e76264

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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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Accelerating Digital Mental Health: The Society of Digital Psychiatry’s Three-Pronged Road Map for Education, Digital Navigators, and AI

John Torous, Kathryn Taylor Ledley, Carla Gorban, Gillian Strudwick, Julian Schwarz, Soumya Choudhary, Margaret Emerson, Michelle Patriquin, Allison Dempsey, Jason Bantjes, Laura Ospina-Pinillos, Jennie Hornick, Shruti Kochhar

JMIR Ment Health 2025 (Nov 27); 12:e84501

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Seeking Emotional and Mental Health Support From Generative AI: Mixed-Methods Study of ChatGPT User Experiences

Xiaochen Luo, Zixuan Wang, Jacqueline L Tilley, Sanjeev Balarajan, Ukeme-Abasi Bassey, Choi Ieng Cheang

JMIR Ment Health 2025 (Nov 27); 12:e77951

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Moderated Online Social Therapy (MOST) in Help-Seeking Young People: Pilot Randomized Controlled Study

Maeve Dwan-O'Reilly, Sophie Mae Harrington, Conor Gavin, Emmet Godfrey, Megan Cowman, Christina Gleeson, Anna O’Mahony-Sinnott, James McCormack, Emma Frawley, Tom Burke, Karen O'Connor, Max Birchwood, Caroline Heary, Mario Alvarez-Jimenez, Gary Donohoe

J Med Internet Res 2025 (Nov 21); 27:e73269

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Digital Measurement of Subjective Experiences in Alzheimer Disease and Related Dementias (AD/ADRD)

Colin Depp, Jason Holden, Eric Granholm

JMIR Aging 2025 (Nov 18); 8:e71920

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Solution-Focused Brief Intervention for Substance Use: Protocol for a Multisite Randomized Controlled Trial

Karla González-Suitt, Alvaro Vergés, Rodrigo Portilla Huidobro, Bárbara Donoso Vargas

JMIR Res Protoc 2025 (Nov 11); 14:e75628

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A Prompt Engineering Framework for Large Language Model–Based Mental Health Chatbots: Conceptual Framework

Sorio Boit, Rajvardhan Patil

JMIR Ment Health 2025 (Nov 07); 12:e75078

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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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