Methods and New Tools in Mental Health Research

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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Triaging Casual From Critical—Leveraging Machine Learning to Detect Self-Harm and Suicide Risks for Youth on Social Media: Algorithm Development and Validation Study

Sarvech Qadir, Ashwaq Alsoubai, Jinkyung Katie Park, Naima Samreen Ali, Munmun De Choudhury, Pamela Wisniewski

JMIR Ment Health 2026 (Jan 23); 13:e76051

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Prediction of 12-Week Remission in Patients With Depressive Disorder Using Reasoning-Based Large Language Models: Model Development and Validation Study

Jin-Hyun Park, Hee-Ju Kang, Ji Hyeon Jeon, Sung-Gil Kang, Ju-Wan Kim, Jae-Min Kim, Hwamin Lee

JMIR Ment Health 2026 (Jan 23); 13:e83352

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Demographic and Clinical Characteristics Influencing Ecological Momentary Assessment Compliance in Individuals With Bipolar Disorder: Observational Study

Linru Yin, Minghui Li, Jinhao Li, Xiaofei Hou, Jianan Song, Xinyan Li, Yue Tong, Xinyue Zhou, Lidan Yuan, Huifang Yin, Guangming Xu

JMIR Form Res 2026 (Jan 07); 10:e74223

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Improving Outpatient Psychotherapy for Adults With Major Depressive and Anxiety Disorders Using Web-Based High-Frequency Monitoring and Feedback in Autosystemic Hypnotherapy: Protocol for a Two-Arm ABAB Crossed-Therapist Randomized Clinical Implementation Trial

Günter Schiepek, Stephanie Wackernagel

JMIR Res Protoc 2026 (Jan 07); 15:e78166

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The WONE Index as a Multidimensional Assessment of Stress Resilience: A Development and Validation Study

Lydia Genevieve Roos, Destiny Gilliland, Kelsey Julian, Reeva Misra

J Med Internet Res 2026 (Jan 05); 28:e81714

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Gut Microbiota, Antipsychotics, and Metabolic Alterations in Children and Adolescents: Protocol for a Longitudinal Observational Study

Marcela França Dias, Ana Paula de Alcântara Freitas, Suzana Figueiredo Collares, Renata Maria Silva Santos, Yago Jean de Almeida Nogueira, Antônio Márcio de Ávila Júnior, Tamires Coelho Martins, Paulo Marcos Brasil Rocha, Marco Aurélio Romano-Silva, Débora Marques de Miranda

JMIR Res Protoc 2025 (Dec 29); 14:e77374

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ChatGPT Clinical Use in Mental Health Care: Scoping Review of Empirical Evidence

Raluca Balan, Thomas P Gumpel

JMIR Ment Health 2025 (Dec 24); 12:e81204

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Time Spent on Social Media Applications in Relation to Depressive Symptoms During Emerging Adulthood and the Mediating Role of Sleep Quality: Cross-Sectional Observational Study

Qi Zou, Jiabi Qin, Lei Zhang, Wenhua Wang, Xiaoxiao Yuan, Tingting Wang, Yuan Peng, Ye Chen, Linfei Dou, Xinghua Yang, Xirennayi Abudurexiti, Mingyang Wu

J Med Internet Res 2025 (Dec 19); 27:e75337

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Exploration of Factors That Affect Engagement With the Experience Sampling Method and Service Users’ Experience of This Within the AVATAR2 Trial: Mixed Methods Study

Sophie Dennard, Philippa Garety, Clementine Edwards, Andrew Gumley, Oliver Owrid, Lucy Miller, Stephanie Allan, Alison Duerden, Francis Yanga, Chloe Burns, Helena Fletcher, Amy Grant

JMIR Form Res 2025 (Dec 12); 9:e78204

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Observer-Independent Assessment of Content Overlap in Mental Health Questionnaires: Large Language Model–Based Study

Annkathrin Böke, Hannah Hacker, Millennia Chakraborty, Luise Baumeister-Lingens, Jasper Vöckel, Julian Koenig, David HV Vogel, Theresa Katharina Lichtenstein, Kai Vogeley, Lana Kambeitz-Ilankovic, Joseph Kambeitz

JMIR AI 2025 (Dec 11); 4:e79868

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Comparing Human and AI Therapists in Behavioral Activation for Depression: Cross-Sectional Questionnaire Study

Inka Napiwotzki, Julian Laue, Flora Caldarone, Maximilian Idahl, Uwe Hadler, Haithem Amrani, Elisabeth Hildt, Kai G Kahl, Wolfgang Nejdl

JMIR Form Res 2025 (Dec 04); 9:e78138

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The Design Rationale and Preliminary Evaluation of a Prototype Designed by People With Lived Experience of Psychosis and Professionals: Design Research Study

Lars Veldmeijer, Gijs Terlouw, Job Van 'T Veer, Jim Van Os, Nynke Boonstra

J Particip Med 2025 (Dec 04); 17:e80184

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