Development and Evaluation of Research Methods, Instruments and Tools

Construction of Personalized Predictive Models for Missed Medication Doses Using Wearable Device Data: Prospective Observational Study

Haru Iino, Hayato Kizaki, Shungo Imai, Satoko Hori

JMIR Form Res 2025 (Jun 24); 9:e72113

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A Mobile App (Joint Effort) to Support Cannabis Use Self-Management and Reinforce the Use of Protective Behavioral Strategies: Development Process and Usability Testing

José Côté, Patricia Auger, Gabrielle Chicoine, Jinghui Cheng, Sylvie Cossette, Guillaume Fontaine, Christine Genest, Shalini Lal, Judith Lapierre, M Gabrielle Pagé, Marc-André Maheu-Cadotte, Geneviève Rouleau, Billy Vinette, Didier Jutras-Aswad

JMIR Form Res 2025 (Jun 23); 9:e71924

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Feasibility of Collecting and Linking Digital Phenotyping, Clinical, and Genetics Data for Mental Health Research: Pilot Observational Study

Joanne R Beames, Omar Dabash, Michael J Spoelma, Artur Shvetcov, Wu Yi Zheng, Aimy Slade, Jin Han, Leonard Hoon, Joost Funke Kupper, Richard Parker, Brittany Mitchell, Nicholas G Martin, Jill M Newby, Alexis E Whitton, Helen Christensen

JMIR Form Res 2025 (Jun 23); 9:e71377

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Collecting at-Home Biometric Measures for Longitudinal Research From the i3C: Feasibility and Acceptability Study

Marta Russell, Erin Cain, Lydia Bazzano, Ileana De Anda, Jessica G Woo, Elaine M Urbina

JMIR Hum Factors 2025 (Jun 18); 12:e71103

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Safety Evaluation in Healthy Adults of Motion-Based Virtual Reality Dichoptic Training for Pediatric Patients With Amblyopia: Prospective Intervention Study

Masakazu Hirota, Yuichi Okumura, Ken Nagino, Takao Hayashi, Takashi Negishi, Shintaro Nakao, Hitoshi Kawasaki, Takenori Inomata

JMIR Form Res 2025 (Jun 17); 9:e69801

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Using Real Electronic Health Records in Undergraduate Education: Roundtable Discussion

Fatima Nadeem, Jessica Azmy, Asieh Yousefnejad Shomali, Benjamin Diette, Lloyd J Gregory, Angela C Davies, Kurt C Wilson

JMIR Form Res 2025 (Jun 12); 9:e60789

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Using Ecological Momentary Assessment to Assess Family Functioning in Spanish-Speaking Parent and Adolescent Dyads: Daily Questionnaire Study

Alejandra Fernandez, Savannah Bernal, Lana Kim, Subodh Potla

JMIR Form Res 2025 (Jun 11); 9:e60073

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Detecting Redundant Health Survey Questions by Using Language-Agnostic Bidirectional Encoder Representations From Transformers Sentence Embedding: Algorithm Development Study

Sunghoon Kang, Hyewon Park, Ricky Taira, Hyeoneui Kim

JMIR Med Inform 2025 (Jun 10); 13:e71687

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mindLAMPVis as a Co-Designed Clinician-Facing Data Visualization Portal to Integrate Clinical Observations From Digital Phenotyping in Schizophrenia: User-Centered Design Process and Pilot Implementation

Karthik Sama, Jaya Sreevalsan-Nair, Soumya Choudhary, Srilakshmi Nagendra, Preethi V Reddy, Asher Cohen, Urvakhsh Meherwan Mehta, John Torous

JMIR Form Res 2025 (Jun 10); 9:e70073

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Remote Photoplethysmography Technology for Blood Pressure and Hemoglobin Level Assessment in the Preoperative Assessment Setting: Algorithm Development Study

Selene Y L Tan, Jia Xin Chai, Minwoo Choi, Umair Javaid, Brenda Pei Yi Tan, Belinda Si Ying Chow, Hairil Rizal Abdullah

JMIR Form Res 2025 (Jun 06); 9:e60455

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Exploring Generative Pre-Trained Transformer-4-Vision for Nystagmus Classification: Development and Validation of a Pupil-Tracking Process

Masao Noda, Ryota Koshu, Reiko Tsunoda, Hirofumi Ogihara, Tomohiko Kamo, Makoto Ito, Hiroaki Fushiki

JMIR Form Res 2025 (Jun 06); 9:e70070

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Integrating Nurse Preferences Into AI-Based Scheduling Systems: Qualitative Study

Fabienne Josefine Renggli, Maisa Gerlach, Jannic Stefan Bieri, Christoph Golz, Murat Sariyar

JMIR Form Res 2025 (Jun 04); 9:e67747

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Determining the Requirements of Vulnerable Groups for Health Counseling and Optimizing the Evaluation of Health Consultations: Mixed Methods Study With the Use of AI

Annina Boehm-Fischer, Luzi M Beyer

JMIR Form Res 2025 (Jun 04); 9:e68888

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Idiographic Lapse Prediction With State Space Modeling: Algorithm Development and Validation Study

Eric Pulick, John Curtin, Yonatan Mintz

JMIR Form Res 2025 (Jun 03); 9:e73265

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Co-Designing an Infant Early Childhood Mental Health Mobile App for Early Childhood Education Teachers' Professional Development: Community-Based Participatory Research Approach

Ruby Natale, Elizabeth Howe, Carolina Velasquez, Emperatiz Guzman Garcia, Karen Granja, Bianca Caceres, Elizabeth Erban, Tania Ramirez, Jason Jent

JMIR Form Res 2025 (Jun 02); 9:e66714

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Comparative Efficacy of MultiModal AI Methods in Screening for Major Depressive Disorder: Machine Learning Model Development Predictive Pilot Study

Donghao Chen, Pengfei Wang, Xiaolong Zhang, Runqi Qiao, Nanxi Li, Xiaodong Zhang, Honggang Zhang, Gang Wang

JMIR Form Res 2025 (May 30); 9:e56057

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A Mixed Method Survey of Characteristics of HIV Care Facilities: Medical Monitoring Project Facility Survey Project

Dustin Williams, John Weiser, Timothy McManus, Hanna B Demeke, Darryl Creel, Jason Craw, Milton Cahoon, Linda Beer

JMIR Form Res 2025 (May 29); 9:e52123

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Validating a Patient-Reported Outcome Measure to Improve Emergency Department Asthma Care: Protocol for an Observational Study

Michelle P Lin, Lauren Gordon, Lynne D Richardson

JMIR Res Protoc 2025 (May 29); 14:e67195

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Analyzing Trends in Suicidal Thoughts Among Patients With Psychosis in India: Exploratory Secondary Analysis of Smartphone Ecological Momentary Assessment Data

Ameya P Bondre, Aashish Ranjan, Ritu Shrivastava, Deepak Tugnawat, Nirmal Kumar Chaturvedi, Anant Bhan, Snehil Gupta, Abhijit R Rozatkar, Srilakshmi Nagendra, Siddharth Dutt, Soumya Choudhary, Preethi V Reddy, Urvakhsh Meherwan Mehta, John A Naslund, John Torous

JMIR Form Res 2025 (May 29); 9:e67745

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Beyond Benchmarks: Evaluating Generalist Medical Artificial Intelligence With Psychometrics

Luning Sun, Christopher Gibbons, José Hernández-Orallo, Xiting Wang, Liming Jiang, David Stillwell, Fang Luo, Xing Xie

J Med Internet Res 2025 (May 26); 27:e70901

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