Methods and New Tools in Mental Health Research

Articles published in 2026 in this theme: 35 (scroll down to load remaining articles)

2026

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Building a Science-Driven Business: How National Institutes of Health Funding Enabled an Evidence-Based Approach to Maternal Mental Health Innovation

Jennifer Huberty, Lara Baez, Kelsey McAlister, Marianna Kerppola

JMIR Form Res 2026 (Apr 23); 10:e85642

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“Helpful in Thinking Through the Question”: Redesigning the Patient Health Questionnaire-8 for Depression Assessment to Enhance Patient Engagement and Understanding

Hannah Dorris, Jenna Sheldon, Courtney Sepucha, Emmanuel Kasuti Makau, Pape Sow Traoré, Elizabeth Murnane, Nicholas Jacobson

JMIR Hum Factors 2026 (Apr 21); 13:e76230

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Locus-Coeruleus Norepinephrine Functioning as a Predictor of Childhood Mental Health (LOCUS-MENTAL): Protocol for a Longitudinal Study

Iskra Todorova, Paula R Neubauer, Nico Bast

JMIR Res Protoc 2026 (Apr 20); 15:e89237

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Popular Online Content as a Treatment-as-Usual Control in Digital Mental Health Intervention Trials: Secondary Analysis of Two Online Randomized Controlled Trials With Repeated Measures

Benjamin T Kaveladze, Stephen M Schueller, David C Mohr

JMIR Ment Health 2026 (Apr 20); 13:e83707

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Co-Design of a Depression Self-Management Tool for Adolescent and Young Adult Cancer Survivors: Rapid Qualitative Analysis of Interview Feedback on a Prototype

Karly M Ingram, Grace Westcott, Antonija Augustinovic, Rachel Glock, AnneMarie Coffey, David Victorson, DerShung Yang, Madhu Reddy, Sarah A Birken, John M Salsman

JMIR Form Res 2026 (Apr 13); 10:e77994

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Views of People With Psychosis About Algorithm-Based Relapse Prediction and Data Sharing: Qualitative Study

Emily Eisner, Hannah Ball, John Ainsworth, Matteo Cella, Richard J Drake, Daniel Elton, Sophie Faulkner, Kathryn Greenwood, Andrew Gumley, Gillian Haddock, Kimberley M Kendall, Alex Kenny, Tor-Ivar Krogsæter, Jane Lees, Shôn Lewis, Alie Phiri, Matthias Schwannauer, Rebecca Turner, Annabel E L Walsh, James Walters, Til Wykes, Uzma Zahid, Sandra Bucci

J Med Internet Res 2026 (Apr 10); 28:e86753

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Predicting Momentary Suicidal Ideation From Smartphone Screenshots Using Vision-Language Models: Prospective Machine Learning Study

Ross Jacobucci, Wenpei Shao, Veronika Kobrinsky, Brooke Ammerman

JMIR Ment Health 2026 (Apr 08); 13:e90581

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Cultural Adaptation of a Digital Mobile App for Bipolar Disorder (PolarUs): Protocol for a Qualitative Co-Design Study

Leena W Chau, Jill K Murphy, Emma Morton, Martin D Provencher, Delphine Raucher-Chene, Steven J Barnes, Erin E Michalak

JMIR Res Protoc 2026 (Apr 08); 15:e92600

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Strength of Evidence to Support Decision-Making on the Use of Digital Mental Health Technologies in NICE Evaluations: Cross-Sectional Analysis of Studies

Gareth Hopkin, Holly Coole, Francesca Edelmann, John Powell, Mark Salmon, Sophie Cooper

JMIR Ment Health 2026 (Apr 07); 13:e85635

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Electrocardiogram-Based Mental Stress Detection Amid Everyday Activities Using Machine Learning: Model Development and Validation Study

Buelent Uendes, Alex Antonides, Sjors van de Ven, Denise Johanna van der Mee, Eco de Geus, Mark Hoogendoorn

J Med Internet Res 2026 (Apr 07); 28:e80450

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AI Chatbots for Mental Health Self-Management: Lived Experience–Centered Qualitative Study

Dong Whi Yoo, Jiayue Melissa Shi, Violeta J Rodriguez, Koustuv Saha

JMIR Ment Health 2026 (Apr 02); 13:e78288

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Emotional and Psychosocial Correlates of Problematic Social Media Use Among Adults: Cross-Sectional Study

Alexandre Hudon, Émilie Patterson, Maxime Dagenais, Saskia Cadeau, Chloé Baillargeon, Marisa Lam, Alie Le Bel, Laurie-Ann Audet, Loucie Hartal, Élodie Latreille

JMIR Form Res 2026 (Apr 01); 10:e82098

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A Conversational Platform (Okaya) for Multimodal Digital Biomarkers of Fatigue, Cognition, and Mental Health: Feasibility Observational Study

Matthew So, Michael Sobolev, Gregory Menvielle

JMIR Form Res 2026 (Apr 01); 10:e87054

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Clinical Summaries of Social Media Timelines for Mental Health Monitoring: Human Versus Large Language Model Comparative Evaluation Study

Ayal Klein, Jiayu Song, Jenny Chim, Liran Keren, Andreas Triantafyllopoulos, Björn Schuller, Maria Liakata, Dana Atzil-Slonim

JMIR Form Res 2026 (Mar 27); 10:e71230

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Challenges and Strategies of Managing Mental Health Medication in Real-World Practices: Interview Study Among University Students

Jiachen Li, Justin Steinberg, Elizabeth Mynatt, Varun Mishra

JMIR Hum Factors 2026 (Mar 19); 13:e67579

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Association Between Short-Form Video Use and Mental Health: Systematic Review and Meta-Analysis

Di Tang, Xin Zhang, Pengpeng Gou, Jie Feng, Rui Hu, Kim-wai Raymond Sum

J Med Internet Res 2026 (Mar 18); 28:e82503

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Identifying Undiagnosed High-Risk Suicidality Cases by Matching Patients With a Similar Comorbidity Burden: Retrospective Observational Study

Louisa Bode, Rena Xu, Matthew Garber, Kenneth D Mandl, Andrew J Mcmurry

JMIR Form Res 2026 (Mar 12); 10:e81499

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Feasibility and Preliminary Efficacy of Empowered Relief in Patients With Chronic Pain Taking Methadone or Buprenorphine: Single-Arm National Pilot Study

Dokyoung You, Karlyn A Edwards, Maisa S Ziadni, Samsuk Kim, Morgan R Klein, Rachel Cox, Emma Raney, Jay Kuchera, Beth D Darnall

JMIR Form Res 2026 (Mar 11); 10:e86070

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Automated Inference of Social Anxiety From Behavior in Social Virtual Reality: Cross-Sectional Observational Study

Gayoung Son, Marius Rubo

J Med Internet Res 2026 (Mar 11); 28:e79147

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Virtual Reality Implementation in Mental Health Care Is a Marathon, Not a Sprint: Qualitative Longitudinal Study of a Virtual Reality Training Program

Marileen MTE Kouijzer, Laura AM Koenis, David Huizinga, Saskia M Kelders, Yvonne HA Bouman, Hanneke Kip

JMIR Ment Health 2026 (Mar 10); 13:e83453

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