Development and Evaluation of Research Methods, Instruments and Tools

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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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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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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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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A New, Portable Orofacial Manometer for Measuring Tongue Strength and Endurance in Children: Laboratory-Based Validity Study

Rizky Kusuma Wardhani, Luh Karunia Wahyuni, Widjajalaksmi Kusumaningsih, Sarworini Bagio Budiardjo, Prasandhya Astagiri Yusuf, Sri Mardjiati Mei Wulan, Aria Kekalih, Titis Prawitasari, Sawitri Darmiati, Boya Nugraha

JMIR Rehabil Assist Technol 2025 (May 26); 12:e68967

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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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Evaluating the Acceptability and Utility of a Personalized Wellness App (Aspire2B) Using AI-Enabled Digital Biomarkers: Engagement Enhancement Pilot Study

Calissa J Leslie-Miller, Shellen R Goltz, Pamela L Barrios, Christopher C Cushing, Teena Badshah, Corey T Ungaro, Shankang Qu, Yulia Berezhnaya, Tristin D Brisbois

JMIR Form Res 2025 (May 14); 9:e63471

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Evaluation and Bias Analysis of Large Language Models in Generating Synthetic Electronic Health Records: Comparative Study

Ruochen Huang, Honghan Wu, Yuhan Yuan, Yifan Xu, Hao Qian, Changwei Zhang, Xin Wei, Shan Lu, Xin Zhang, Jingbao Kan, Cheng Wan, Yun Liu

J Med Internet Res 2025 (May 12); 27:e65317

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Incorporating Patient-Reported Outcome Measures and Patient-Reported Experience Measures in Addiction Treatment Services in Belgium: Naturalistic, Longitudinal, Multicenter Cohort Study

Amine Zerrouk, Charlotte Migchels, Clara De Ruysscher, Kim Fernandez, Jerome Antoine, Florian De Meyer, Frieda Matthys, Wim van den Brink, Cleo Lina Crunelle, Wouter Vanderplasschen

JMIR Form Res 2025 (Apr 30); 9:e65686

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Guideline-Incorporated Large Language Model-Driven Evaluation of Medical Records Using MedCheckLLM

Marc Cicero Schubert, Stella Soyka, Wolfgang Wick, Varun Venkataramani

JMIR Form Res 2025 (Apr 24); 9:e53335

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