Methods and New Tools in Mental Health Research

Developing Methods for Assessing Mental Activity Using Human-Smartphone Interactions: Comparative Analysis of Activity Levels and Phase Patterns in General Mental Activities, Working Mental Activities, and Physical Activities

Hung-Hsun Chen, Chen Lin, Hsiang-Chih Chang, Jen-Ho Chang, Hai-Hua Chuang, Yu-Hsuan Lin

J Med Internet Res 2024 (Jun 17); 26:e56144

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Machine Learning–Based Prediction of Suicidal Thinking in Adolescents by Derivation and Validation in 3 Independent Worldwide Cohorts: Algorithm Development and Validation Study

Hyejun Kim, Yejun Son, Hojae Lee, Jiseung Kang, Ahmed Hammoodi, Yujin Choi, Hyeon Jin Kim, Hayeon Lee, Guillaume Fond, Laurent Boyer, Rosie Kwon, Selin Woo, Dong Keon Yon

J Med Internet Res 2024 (May 17); 26:e55913

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Psychometric Assessment of an Item Bank for Adaptive Testing on Patient-Reported Experience of Care Environment for Severe Mental Illness: Validation Study

Sara Fernandes, Yann Brousse, Xavier Zendjidjian, Delphine Cano, Jérémie Riedberger, Pierre-Michel Llorca, Ludovic Samalin, Daniel Dassa, Christian Trichard, Vincent Laprevote, Anne Sauvaget, Mocrane Abbar, David Misdrahi, Fabrice Berna, Christophe Lancon, Nathalie Coulon, Wissam El-Hage, Pierre-Emmanuel Rozier, Michel Benoit, Bruno Giordana, Alejandra Caqueo-Urízar, Dong Keon Yon, Bach Tran, Pascal Auquier, Guillaume Fond, Laurent Boyer

JMIR Ment Health 2024 (May 16); 11:e49916

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The Real-World Usability, Feasibility, and Performance Distributions of Deploying a Digital Toolbox of Computerized Assessments to Remotely Evaluate Brain Health: Development and Usability Study

Mouna Attarha, Henry Mahncke, Michael Merzenich

JMIR Form Res 2024 (May 13); 8:e53623

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Remote Short Sessions of Heart Rate Variability Biofeedback Monitored With Wearable Technology: Open-Label Prospective Feasibility Study

Robert P Hirten, Matteo Danieletto, Kyle Landell, Micol Zweig, Eddye Golden, Renata Pyzik, Sparshdeep Kaur, Helena Chang, Drew Helmus, Bruce E Sands, Dennis Charney, Girish Nadkarni, Emilia Bagiella, Laurie Keefer, Zahi A Fayad

JMIR Ment Health 2024 (Apr 25); 11:e55552

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Assessing the Alignment of Large Language Models With Human Values for Mental Health Integration: Cross-Sectional Study Using Schwartz’s Theory of Basic Values

Dorit Hadar-Shoval, Kfir Asraf, Yonathan Mizrachi, Yuval Haber, Zohar Elyoseph

JMIR Ment Health 2024 (Apr 09); 11:e55988

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Digital Tools to Facilitate the Detection and Treatment of Bipolar Disorder: Key Developments and Future Directions

Taiane de Azevedo Cardoso, Shruti Kochhar, John Torous, Emma Morton

JMIR Ment Health 2024 (Apr 01); 11:e58631

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Developing and Implementing a Web-Based Branching Logic Survey to Support Psychiatric Crisis Evaluations of Individuals With Developmental Disabilities: Qualitative Study and Evaluation of Validity

Deborah A Bilder, Mariah Mthembu, Whitney Worsham, Patricia Aguayo, Jacob R Knight, Steven W Deng, Tejinder P Singh, John Davis

JMIR Ment Health 2024 (Mar 29); 11:e50907

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Design of a Remote Multiparametric Tool to Assess Mental Well-Being and Distress in Young People (mHealth Methods in Mental Health Research Project): Protocol for an Observational Study

Thais Castro Ribeiro, Esther García Pagès, Laura Ballester, Gemma Vilagut, Helena García Mieres, Víctor Suárez Aragonès, Franco Amigo, Raquel Bailón, Philippe Mortier, Víctor Pérez Sola, Antoni Serrano-Blanco, Jordi Alonso, Jordi Aguiló

JMIR Res Protoc 2024 (Mar 29); 13:e51298

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Benchmarking Mental Health Status Using Passive Sensor Data: Protocol for a Prospective Observational Study

Robyn E Kilshaw, Abigail Boggins, Olivia Everett, Emma Butner, Feea R Leifker, Brian R W Baucom

JMIR Res Protoc 2024 (Mar 27); 13:e53857

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Identifying Predictive Risk Factors for Future Cognitive Impairment Among Chinese Older Adults: Longitudinal Prediction Study

Collin Sakal, Tingyou Li, Juan Li, Xinyue Li

JMIR Aging 2024 (Mar 22); 7:e53240

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Performance Differences of a Touch-Based Serial Reaction Time Task in Healthy Older Participants and Older Participants With Cognitive Impairment on a Tablet: Experimental Study

Christian Mychajliw, Heiko Holz, Nathalie Minuth, Kristina Dawidowsky, Gerhard Wilhelm Eschweiler, Florian Gerhard Metzger, Franz Wortha

JMIR Aging 2024 (Mar 21); 7:e48265

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Examining Passively Collected Smartphone-Based Data in the Days Prior to Psychiatric Hospitalization for a Suicidal Crisis: Comparative Case Analysis

Ross Jacobucci, Brooke Ammerman, Nilam Ram

JMIR Form Res 2024 (Mar 20); 8:e55999

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The Effect of Digital Mental Health Literacy Interventions on Mental Health: Systematic Review and Meta-Analysis

GeckHong Yeo, Stephanie M Reich, Nicole A Liaw, Elizabeth Yee Min Chia

J Med Internet Res 2024 (Feb 29); 26:e51268

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Perception of Apps for Mental Health Assessment With Recommendations for Future Design: United Kingdom Semistructured Interview Study

Erin L Funnell, Benedetta Spadaro, Nayra A Martin-Key, Jiri Benacek, Sabine Bahn

JMIR Form Res 2024 (Feb 23); 8:e48881

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Digital Methods for the Spiritual and Mental Health of Generation Z: Scoping Review

Susanna Y Park, Bridgette Do, Jacqlyn Yourell, Janice Hermer, Jennifer Huberty

Interact J Med Res 2024 (Feb 06); 13:e48929

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Reasons for Acceptance or Rejection of Online Record Access Among Patients Affected by a Severe Mental Illness: Mixed Methods Study

Julian Schwarz, Eva Meier-Diedrich, Katharina Neumann, Martin Heinze, Yvonne Eisenmann, Samuel Thoma

JMIR Ment Health 2024 (Feb 05); 11:e51126

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Patient Satisfaction With a Coach-Guided, Technology-Based Mental Health Treatment: Qualitative Interview Study and Theme Analysis

Ashley Helm Smith, Hilary Touchett, Patricia Chen, Terri Fletcher, Jennifer Arney, Julianna Hogan, Miryam Wassef, Marylene Cloitre, Jan A Lindsay

JMIR Ment Health 2024 (Feb 02); 11:e50977

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Implementation of a Primary Prevention Program for Posttraumatic Stress Disorder in a Cohort of Professional Soldiers (PREPAR): Protocol for a Randomized Controlled Trial

Emmanuelle Le Barbenchon, Marion Trousselard, Sonia Pellissier, Mathilde Moisseron-Baudé, Philippine Chachignon, Pierre Bouny, Emma Touré Cuq, Sandrine Jacob, Cécile Vigier, Maud Hidalgo, Damien Claverie, Anais M Duffaud

JMIR Res Protoc 2024 (Jan 26); 13:e47175

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A Comparison of ChatGPT and Fine-Tuned Open Pre-Trained Transformers (OPT) Against Widely Used Sentiment Analysis Tools: Sentiment Analysis of COVID-19 Survey Data

Juan Antonio Lossio-Ventura, Rachel Weger, Angela Y Lee, Emily P Guinee, Joyce Chung, Lauren Atlas, Eleni Linos, Francisco Pereira

JMIR Ment Health 2024 (Jan 25); 11:e50150

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