Methods and New Tools in Mental Health Research

Articles published in 2026 in this theme: 25 (scroll down to load remaining articles)

2026

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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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Effects of a Semantically Irrelevant Virtual Reality Experience on Memory and Emotion After Watching a Traumatic Event: Randomized Controlled Experimental Study

Changwon Son, Killian Parker, Mohammad Jamshidzadeh

JMIR Form Res 2026 (Feb 26); 10:e75848

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Online Personalized Normative Feedback to Foster Intention to Change and Help Seeking in Young Adults With Disordered Gambling and Trading Behaviors: Protocol for a Randomized Controlled Trial

Ainhoa Coloma-Carmona, José Luis Carballo, Fernando Miró-Llinares, Virtudes Pérez-Jover

JMIR Res Protoc 2026 (Feb 23); 15:e73155

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AI-Generated Images of Substance Use and Recovery: Mixed Methods Case Study

Kathryn Heley, Jeffrey K Hom, Linnea Laestadius

JMIR AI 2026 (Feb 19); 5:e81977

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Exploring the Cognitive and Behavioral Risks and Maintenance Factors of Hikikomori: Protocol for an Ecological Momentary Assessment Study

Alexander MacLellan, Keisuke Takano

JMIR Res Protoc 2026 (Feb 17); 15:e81384

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Strengthening Nonspecialist Health Care Providers’ Capacity to Address Mental Health in the Context of Domestic Violence in Nepal: Pre–Post Mixed Methods Training Evaluation

Reena Koju, Rachana Shrestha, Jayanti Dhungana, Achyut Lamichhane, Diksha Sapkota, Anna Mia Ekström, Keshab Deuba

JMIR Form Res 2026 (Feb 12); 10:e72793

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Advancing Psychiatric Safety With the Predictive Risk Identification for Mental Health Events Tool: Retrospective Cohort Study

Elham Dolatabadi, Valentina Tamayo Velasquez, Abdul Hamid Dabboussi, David Wen, Jennifer Crawford, Andrea E Waddell, Christo El Morr

JMIR Ment Health 2026 (Feb 06); 13:e84318

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Digital Phenotyping for Adolescent Mental Health: Feasibility Study Using Machine Learning to Predict Mental Health Risk From Active and Passive Smartphone Data

Balasundaram Kadirvelu, Teresa Bellido Bel, Aglaia Freccero, Martina Di Simplico, Dasha Nicholls, A Aldo Faisal

J Med Internet Res 2026 (Feb 04); 28:e72501

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Young People’s Satisfaction With and Perceived Impact of a Multichannel Mental Health Helpline During and After COVID-19 Pandemic: Mixed Methods Analysis of Cross-Sectional Survey Data

Shyn Wei Phua, Anya Jan, Guanlin Zheng, Leslie Morrison Gutman

JMIR Form Res 2026 (Feb 03); 10:e68507

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A Smartphone-Based Psychological Intervention for Nonsuicidal Self-Injury (Kalmer App): Protocol for a Multicenter Double-Blind Randomized Controlled Trial

Anna Julià, Irene Jaén, Mónica Conesa Giménez, Azucena García-Palacios, Juan C Pascual, Anna Sintes Estévez, Anaís Lara, Iria Méndez, Soledad Romero, Joaquim Puntí, Joaquim Soler, Jordi Solé-Casals, Marina López-Solà, Daniel Vega

JMIR Res Protoc 2026 (Jan 27); 15:e86413

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Interventions for Students’ Well-Being at the University of Helsinki (INSIGHT): Protocol and Preliminary Descriptive Results for a Quasi-Experimental Controlled Trial of a Social Identity Intervention and Two Active Comparators

Silja Martikainen, Oona Karhunen, Iiris Mankki, Vera Gergov, Päivi Berg, Satu Venäläinen, Elisa Rissanen, Johanna Lammintakanen, Erkki Heinonen, Anu Lehtinen, Janna Pöntinen, Henna Asikainen, Nina Katajavuori, Outi Linnaranta, Milla Räisänen, Samuli Salminen, Jari Lahti

JMIR Res Protoc 2026 (Jan 23); 15:e79319

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