Innovations in Mental Health Systems

Back to theme
Back to themes list

Back to all theme articles

Years in this theme: All years 2026 2025 2024 2023 2022 2021 2020 2019 2018 2017 2016 2015 2014

Download Issue Citations: END BibTex RIS

Articles published in 2026 in this theme: 65 (scroll down to load remaining articles)

2026

Boy with curly hair using a tablet for online learning at a desk

View image

Digital Gamified Interventions Targeting Internalizing Mental Health Outcomes in Children and Adolescents: Systematic Review and Meta-Analysis

Julia Franziska Baschab, Eva Möhler, Justine Hussong

J Med Internet Res 2026 (Nov 13); 28:e106933

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Woman in blazer looking at smartphone outdoors

View image

AI-Derived Emotional States and Trajectories in Real-World Mental Health Sessions: Large-Scale Observational Study

Kelsey McAlister, Courtney Jewell, Landry Huffman, Elizabeth Knight, Jennifer Huberty

JMIR Form Res 2026 (Nov 10); 10:e104318

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Young woman on phone by Canadian hospital entrance, people walk on sidewalk

View image

Age-Related Differences in Mental Health Status at Psychiatric Discharge Among Patients Across 10 Acute Care Facilities in Alberta, Canada: Cross-Sectional Study

Wanying Mao, Ernest Owusu, Reham Shalaby, Hossam Eldin Elgendy, Belinda Agyapong, Ejemai Eboreime, Peter H Silverstone, Pierre Chue, Wesley Vuong, Arto Ohinmaa, Andrew J Greenshaw, Vincent I O Agyapong

JMIR Hum Factors 2026 (Nov 09); 13:e92360

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Therapist taking notes while a patient discusses concerns in a counseling session.

View image

Modeling of Therapist-Client Dynamics in Psychotherapy Using Large Language Model–Based Assessments: Retrospective Observational Study of 1573 Psychotherapy Sessions

Angela H Chen, Siwei Jin, Canwen Wang, Holly A Swartz, Tongshuang Wu, Robert E Kraut, Haiyi Zhu

JMIR Ment Health 2026 (Nov 05); 13:e95389

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Teenage girl in striped shirt looking at smartphone, with soft lighting

View image

Stakeholder Perspectives on Information About Digital Health Applications in German Outpatient Mental Health Care: Qualitative Interview Study

Klemens Höfer, Pascal Raszke, Jürgen Wasem, Felix Plescher, Anna Bußmann, Sarah Schlierenkamp, Michael Minor, Luisa Friedrich, Carsten Volland, Sophia Zander, Anja Wadeck, Udo Schneider, Josepha Katzmann, Enno Maaß, Carina Abels

JMIR Hum Factors 2026 (Nov 04); 13:e82514

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Doctors in a meeting discussing a patient via video conference

View image

“There is a Place for it”—Practitioners’ Perspectives on Situated Ethical Acceptability of AI Technologies for Mental Health Practice: Qualitative Study

Abeer Alotaibi, Corina Sas

JMIR Ment Health 2026 (Oct 19); 13:e91884

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Doctor typing on laptop, wearing white coat and stethoscope.

View image

Authors’ Reply: Same Name, Moving Target: Model Version Drift in Syntheses of Large Language Models for Mental Health

Benjamin Johnson, Janni Leung, Gary Chung Kai Chan

JMIR AI 2026 (Oct 15); 5:e112028

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

View image

Same Name, Moving Target: Model Version Drift in Syntheses of Large Language Models for Mental Health

Bing Zhang Sr

JMIR AI 2026 (Oct 15); 5:e111307

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Man in pajamas looking worried at his smartphone in bed

View image

Use of Generic Large Language Model Chatbots for Mental Health Issues Among Patients Seeking Psychotherapy: Cross-Sectional Mixed Methods Analysis in a German University Hospital Outpatient Clinic

Alexander Diel, Niels Weber, Jil Beckord, Tania Lalgi, Christoph Jansen, Eva-Maria Skoda, Nora Dörrie, Venja Musche, Anita Robitzsch, Martin Teufel, Alexander Bäuerle

JMIR AI 2026 (Oct 09); 5:e104297

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Woman on video call with friend on a tablet

View image

Routine Online Psychological Therapy in an Insurance-Based Care Setting: Retrospective Service Evaluation of Real-World Outcomes

Tobias Opsahl, Mikkel Meinert, Emil Brødsgaard

JMIR Form Res 2026 (Sep 25); 10:e101074

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Doctor analyzing AI brain scan data on futuristic computer interface

View image

Practical Guide to Large Language Models for Information Extraction in Behavioral Health Notes: Tutorial

Diya Saha, Juliet B Edgcomb

JMIR Ment Health 2026 (Sep 24); 13:e97498

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Therapist and patient discuss mental health app on smartphone during session.

View image

Psychological Therapy in the Age of Large Language Models: Framework for Therapist-Delivered and AI-Supported Functions

Shane Cross, Nickolai Titov, Blake Dear, John Gleeson, Mario Alvarez-Jimenez

JMIR Ment Health 2026 (Sep 16); 13:e103712

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Woman on laptop video call with friend, online communication

View image

Virtual Care Expansion and Physician Follow-Up Among Youth With First Mental Health Contact Through a Hospital: Population-Based Repeated Cross-Sectional Study

Erica Wennberg, Emily Hamovitch, Aditi Patrikar, Peter C Austin, Paul Kurdyak, Katherine E Nelson, Amreen Babujee, Astrid Guttmann

JMIR Ment Health 2026 (Sep 09); 13:e94389

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Pharmacist retrieving medication from automated dispensing cabinet.

View image

Medication Dispensing Patterns Among Individuals With Serious Mental Illness Using a Remote Medication Dispensing and Adherence Monitoring Platform: Cohort Study

George Unick, Nicole Mattocks, Cheuk Yui Yeung, Naomi Swenson, Karen Hopkins, Caitlin Manleigh

JMIR Ment Health 2026 (Sep 02); 13:e79241

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

View image

Social Media Versus Customized Mobile Apps for Online Perinatal Mental Health Support: The Potential for a Hybrid Model

Angela G Campbell

J Med Internet Res 2026 (Aug 31); 28:e107553

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Doctor typing on laptop, symbolizing healthcare technology and patient care

View image

Generative Large Language Models in Mental Health Care Settings: Systematic Review and Meta-Analysis

Janni Leung, Benjamin Johnson, Kelsey McRae, Stephanie Fong, Paula Cardona Gonzalez, Caitlin McClure-Thomas, Tianze Sun, Naomi Kern, Yuen Ming Wong, Richard Liu, Gary Chung Kai Chan

JMIR AI 2026 (Aug 31); 5:e87730

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Woman using AI clinical decision support on laptop and tablet

View image

Large Language Models as a New Tool for Therapists in Internet-Based Cognitive Behavioral Therapy: Blinded Clinician Rating Pilot Experiment

Thomas Tandrup Lamm, Arthur Bran Herbener, Oliver Rønn Christensen, Malene Flensborg Damholdt, Kaare Bro Wellnitz, Heidi Frølund Pedersen, Lisbeth Frostholm

JMIR Ment Health 2026 (Aug 26); 13:e96835

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Three Asian women of different generations smiling and looking at a smartphone.

View image

Gerontechnology Acceptance in Thai Older Adult Care Facilities—Sensor Network and Machine Learning Adoption: Mixed Methods Study

Metta Ongkasuwan, Uree Cheasakul, Akechai Judkrue, Pair Sajampun

JMIR Form Res 2026 (Aug 18); 10:e91877

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Young man in a maroon jacket with headphones, focused on his laptop.

View image

Adolescents’ Preferences, Experiences, and Views of 2 Online Programs for Anxiety and Depressive Symptoms: Qualitative Interview Study

Paula Kuberka, Madeleine Chilton, Katharine Pike, Roz Shafran, Lucy Yardley

JMIR Pediatr Parent 2026 (Aug 18); 9:e84384

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Therapist listening to a man in a session, discussing mental health and well-being.

View image