Development and Evaluation of Research Methods, Instruments and Tools

Development and Validation of a Large Language Model–Based System for Medical History-Taking Training: Prospective Multicase Study on Evaluation Stability, Human-AI Consistency, and Transparency

Yang Liu, Chujun Shi, Liping Wu, Xiule Lin, Xiaoqin Chen, Yiying Zhu, Haizhu Tan, Weishan Zhang

JMIR Med Educ 2025 (Aug 29); 11:e73419

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Developing Requirements for a Digital Self-Care Intervention for Adults With Heart Failure: Qualitative Workshop Study

Rebecca Nourse, Lars Kayser, Ralph Maddison

J Med Internet Res 2025 (Aug 25); 27:e72589

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Evaluating Use Patterns of a Closed Electronic Nicotine Delivery System Among Adults in the United States Who Smoke Cigarettes Daily: 8-Week Actual Use Study

Steve Roulet, Claudia Kanitscheider, Pierpaolo Magnani, Gerd Kallischnigg

JMIR Form Res 2025 (Aug 25); 9:e76019

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Prediction of 1-Year Activity in Systemic Lupus Erythematosus: Hierarchical Machine Learning Approach

Livia Lilli, Laura Antenucci, Augusta Ortolan, Silvia Laura Bosello, Stefano Patarnello, Carlotta Masciocchi, Marco Gorini, Gabriella Castellino, Alfredo Cesario, Maria Antonietta D'Agostino, Jacopo Lenkowicz

JMIR Form Res 2025 (Aug 22); 9:e70200

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Medical Science Data Value Evaluation Model: Mixed Methods Study

Dandan Wang, Yaning Liu

JMIR Med Inform 2025 (Aug 21); 13:e63544

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A Multimodal Large Language Model as an End-to-End Classifier of Thyroid Nodule Malignancy Risk: Usability Study

Gerald Gui Ren Sng, Yi Xiang, Daniel Yan Zheng Lim, Joshua Yi Min Tung, Jen Hong Tan, Chiaw Ling Chng

JMIR Form Res 2025 (Aug 19); 9:e70863

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Exploring Young Adults' Experiences and Beliefs in Asthma Medication Management: Pilot Qualitative Study Comparing Human and Multiple AI Thematic Analysis

Ruth Ndarake Jeminiwa, Caroline Popielaski, Amber King

JMIR Form Res 2025 (Aug 15); 9:e69892

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Comparison of Sleep Features Across Smartphone Sensors, Actigraphy, and Diaries Among Young Adults: Longitudinal Observational Study

Jaclyn S Kirshenbaum, Ryann N Crowley, Melissa D Latham, David Pagliaccio, Randy P Auerbach, Nicholas B Allen

JMIR Form Res 2025 (Aug 14); 9:e67455

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Improving Data Integrity in Samples Obtained From Web-Based Recruitment: Protocol for the Development of a Novel System for Assessing Participant Authenticity in a Remote Longitudinal Cohort Study of Polysubstance Use

Chavez R Rodriguez, Maya Campbell, Erin E Bonar, Jason E Goldstick, Maureen A Walton, Lewei A Lin, Lara N Coughlin

JMIR Res Protoc 2025 (Aug 14); 14:e69956

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A Digital Tool for Assessing Well-Being at the Workplace and in Personal Life: Development and Validation of the Quan Well-Being Index

Georgia A Floridou, Freya Katre, Emile Jeuken

JMIR Form Res 2025 (Aug 08); 9:e73713

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Acceptance, Drivers, and Barriers to Use of mHealth Apps to Improve Quality of Life in Female Patients Affected by Hypothyroidism: Cross-Sectional Study

Moritz Doll, Ranujan Chandrakumar, Lisa Maria Jahre, Eva-Maria Skoda, Hannah Dinse, Dagmar Führer, Eleni Lampropoulou, Martin Teufel, Alexander Bäuerle

JMIR Form Res 2025 (Aug 07); 9:e67317

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Examining Nonverbal Communication in Dyadic Interactions With Virtual Humans Using an Integrated Coding System: Mixed Methods Analysis

Analay Perez, Rae Sakakibara, Srikar Baireddy, Michael D Fetters, Timothy C Guetterman

JMIR Form Res 2025 (Aug 07); 9:e59328

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The Impact of Individual Factors on Careless Responding Across Different Mental Disorder Screenings: Cross-Sectional Study

Huawei Kuang, Lichao Zhu, Haonan Yin, Zihe Zhang, Biao Jing, Junwei Kuang

J Med Internet Res 2025 (Jul 31); 27:e70451

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Use of a Medical Communication Framework to Assess the Quality of Generative Artificial Intelligence Replies to Primary Care Patient Portal Messages: Content Analysis

Natalie S Lee, Nathan Richards, Jodi Grandominico, Robert M Cronin, Amanda K Hendricks, Ravi S Tripathi, Daniel E Jonas

JMIR Form Res 2025 (Jul 31); 9:e71966

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Visualization of FDA Adverse Drug Reaction Reports: Development and Usability Study of the VisDrugs Web Server

Renjun Yang, Nuoya Yin, Yang Zhang, Francesco Faiola

JMIR Form Res 2025 (Jul 31); 9:e71519

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Clinician Perspectives of a Magnetic Resonance Imaging–Based 3D Volumetric Analysis Tool for Neurofibromatosis Type 2–Related Schwannomatosis: Qualitative Pilot Study

Shelby T Desroches, Alice Huang, Rithvik Ghankot, Steven M Tommasini, Daniel H Wiznia, Frank D Buono

JMIR Hum Factors 2025 (Jul 30); 12:e71728

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Virtual Reality Gamification of Visual Search, Response Inhibition, and Visual Short-Term Memory Tasks for Cognitive Assessment: Experimental Study

Marios Hadjiaros, Andria Shimi, Kleanthis Neokleous, Constantinos Pattichis, Marios Avraamides

JMIR Form Res 2025 (Jul 29); 9:e65836

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Exploratory Impact of iCARE Nigeria, a Combined mHealth and Peer Navigation Intervention, on Depressive Symptoms and Substance Use Among Youth Living With HIV in Nigeria: Single-Arm Trial

Olusegun Ayomikun Ogunmola, Rita Frinue Tamambang, Kehinde Kuti, Lisa M Kuhns, Olutosin Awolude, Adedotun Adetunji, Bibilola Oladeji, Oladayo Olaleye, Adeola Mary Oyerinde, Robert Garofalo, Babafemi Taiwo, Olayinka Olusola Omigbodun

JMIR Form Res 2025 (Jul 29); 9:e71141

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Concordance Between Survey and Electronic Health Record Data in the COVID-19 Citizen Science Study: Retrospective Cohort Analysis

Elizabeth Crull, Emily C O'Brien, Pavel Antiperovitch, Kirubel Asfaw, Alexis L Beatty, Djeneba Audrey Djibo, Alan F Kaul, John Kornak, Gregory M Marcus, Madelaine Faulkner Modrow, Jeffrey E Olgin, Jaime Orozco, Soo Park, Noah Peyser, Mark J Pletcher, Thomas W Carton

JMIR Form Res 2025 (Jul 28); 9:e58097

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Developing an Evaluation Index System for Service Capability of Internet Hospitals in China: Mixed Methods Study

Mingge Xia, Qi Liu, Li Ma, Jingyu Wen, Yan Xue, Hao Hu, Min Li, Hong Wei

J Med Internet Res 2025 (Jul 25); 27:e72931

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