Development and Evaluation of Research Methods, Instruments and Tools

Hidden Workers in Aging Australia: Protocol of Intersectionality-Informed Mixed Methods Study

Sora Lee, Woojin Kang, Lu Yang, Mehak Batra

JMIR Res Protoc 2025 (Dec 31); 14:e83401

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Predicting Ultra-High Risk Outcomes Using Linguistic and Acoustic Measures From High-Risk Social Challenge Recordings: mHealth Longitudinal Cohort Exploratory Study

Samuel Ming Xuan Tan, May Yen Lieu, Jun Kai, Zixu Yang, Luke KK, May O Lwin, Jimmy Lee, Wilson Wen Bin Goh

JMIR Form Res 2025 (Dec 30); 9:e75960

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Prediction of Respiratory Decompensation in Patients Receiving Home Mechanical Ventilation: Machine Learning Model Development and Validation Study

Nerea Berbel Casado, Francesc López Seguí, Natalia Muñoz Moruno, Antoni Rosell, Aïda Muñoz Ferrer, Ignasi Garcia Olive, Marina Galdeano Lozano

JMIR Form Res 2025 (Dec 30); 9:e78941

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Radiology Staff Experiences With Integrating Artificial Intelligence Into Radiology Practice in a Swedish Hospital: Qualitative Case Study

Per Nilsen, Petra Svedberg, Ingrid Larsson, Lena Petersson, Jens Nygren, Emilie Steerling, Margit Neher

JMIR Form Res 2025 (Dec 22); 9:e77843

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Development of an Evaluation Index System for Health Recommender Systems Based on the Health Technology Assessment Framework: Cross-Sectional Delphi Study

Yue Sun, Shijie Hou, Siye Chen, Minmin Leng, Zhiwen Wang

JMIR Form Res 2025 (Dec 22); 9:e79997

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Association Between eHealth Literacy and Mental Health Literacy: Cross-Sectional Study

Efrat Neter, Refael Youngmann, Naama Gruper

JMIR Form Res 2025 (Dec 19); 9:e76812

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Development and Validation of a Cross-Device Platform for Anhedonia Trend Visualization by Using Ecological Momentary Assessment and Moving Averages (Part I): Protocol for a Methodological Pilot Study

Yen-Chung Ho, Chia-Ling Fang, Yung-Chieh Ching, Hsiu-Ju Chang, Jiun-Yi Wang, Charles CN Wang

JMIR Res Protoc 2025 (Dec 18); 14:e84024

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Evaluating the Accuracy of Medical Information Generated by ChatGPT and Gemini and Its Alignment With International Clinical Guidelines From the Surviving Sepsis Campaign: Comparative Study

Dina Kutbi, Ehab Abou-Bakr, Hassan Mousa Haidar

JMIR Form Res 2025 (Dec 17); 9:e84251

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Development and Validation of a Revised Multidimensional Digital Health Literacy Scale: Secondary Analysis Using Cross-Sectional Data From the 2022 GetCheckedOnline Community Survey In British Columbia, Canada

Ihoghosa Iyamu, Pierce Gorun, Hsiu-Ju Chang, Rodrigo Sierra-Rosales, Devon Haag, Heather Pedersen, Sofia Bartlett, Nathan Lachowsky, Geoffrey McKee, Catherine Worthington, Troy Grennan, Lorie Donelle, Daniel Grace, Mark Gilbert

J Med Internet Res 2025 (Dec 15); 27:e78008

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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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Consumer Co-Design of an Online Resource to Build Communication Skills of Health Consumers: Mixed Methods Study

Alison Beauchamp, Julieanne Hilbers, Natali Cvetanovska, Anna Wong Shee, Lidia Horvat, Sandra Rogers, Andrea Cooper, Elizabeth Flemming-Judge, Sue Rawlinson, Rebecca Jessup

JMIR Form Res 2025 (Dec 12); 9:e77263

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Comparison and Validation of Actigraphy Algorithms Using a Large Community Dataset: Algorithm Validation Study

Darshan Panesar, Aashish Vichare, Jason Goncalves, Robyn Stremler

JMIR Form Res 2025 (Dec 11); 9:e70778

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Large Language Model Evaluation in Traditional Chinese Medicine for Stroke: Quantitative Benchmarking Study

Hulin Long, Yang Deng, Yaoguang Guo, Zifan Shen, Yuzhu Zhang, Ji Bao, Yang He

JMIR Form Res 2025 (Dec 11); 9:e81545

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Patterns of Prior Induced Abortions and the Likelihood of Subsequent Natural Pregnancy Loss: Exploratory Application of Pregnancy Outcome Sequencing

Francois K Domagni, Daniel J Tsang, James Studnicki, John W Fisher, David C Reardon, Christopher Craver

JMIR Form Res 2025 (Dec 09); 9:e78489

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Exploring the Usability and Acceptability of the FoodMATS-Youth App for Monitoring Food Marketing Exposures: Mixed Methods Study

Idris Opeyemi Bamigbayan, Laurie K Twells, Kirby L J Shannahan, Rachel Prowse

JMIR Form Res 2025 (Dec 09); 9:e79306

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Comparing Patient Simulation With a Humanoid Robot or a Human Actor in Terms of Training Success and Acceptance: Pilot Questionnaire Study

Patricia Schwarz, Sandra Hellmers, Sebastian Spanknebel, Diana Immel, Rene Hurlemann, Andreas Hein

JMIR Form Res 2025 (Dec 05); 9:e70363

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Unsupervised Characterization of Temporal Dataset Shifts as an Early Indicator of AI Performance Variations: Evaluation Study Using the Medical Information Mart for Intensive Care-IV Dataset

David Fernández-Narro, Pablo Ferri, Alba Gutiérrez-Sacristán, Juan M García-Gómez, Carlos Sáez

JMIR Med Inform 2025 (Dec 03); 13:e78309

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A 6-Month Evaluation of the Peer-Ceived Momentary Assessment Method in a Small Sample of Liver Transplant Patients and Their Support Persons: Longitudinal Observational Study

Allan Berrocal, Waldo Concepcion, Katarzyna Wac

JMIR Form Res 2025 (Nov 27); 9:e55907

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GrantCheck—an AI Solution for Guiding Grant Language to New Policy Requirements: Development Study

Qiming Shi, Asil Oztekin, George Matthew, Jeffrey Bortle, Hayden Jenkins, Steven (Koon) Wong, Paul Langlois, Anaheed Zaki, Brian Coleman, Katherine Luzuriaga, Adrian H Zai

JMIR Form Res 2025 (Nov 27); 9:e79038

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A Messaging App Empowering Lifestyle Modification in Chronic Kidney Disease (LINE Official Account “Kidney Lifestyle”): Platform Development and Usability Study

Chun-Yi Ho, Deborah Siregar, Miaofen Yen, Junne-Ming Sung, Ming-Cheng Wang, Wei-Hung Lin

JMIR Hum Factors 2025 (Nov 26); 12:e73935

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