Development and Evaluation of Research Methods, Instruments and Tools

Years in this theme: All years 2026 2025 2024 2023 2022 2021 2020 2019 2018

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Articles published in this theme: 946 (scroll down to load remaining articles)

2026

Tired student studying late at a desk with books and coffee.

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A Smartphone-Based Acoustic Machine Learning Pipeline for Detecting Suicidal Ideation: Case-Control Model Development and Validation Study

Min Lyu, Lixin Tan, Jun Xiao, Heqing Huang, Fangjian Liu, Jiahui Qi, Tian Huang, Jinyu Lei, Zhihui Zhao, Tianxiang Jiang, Zhu Liu, Xueqian Wang, Jiang Zhong, Zhengzhi Feng

JMIR Form Res 2026 (Sep 15); 10:e92646

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Warehouse manager with tablet and gloves, overseeing operations

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A Preventive Behavior Questionnaire for Older Workers in Brazil: Protocol for a Cross-Cultural Adaptation and Validation Study

Ihana Thais Guerra de Oliveira Gondim, Ana Karina Pessoa da Silva Cabral, Maria das Graças Wanderley de Sales Coriolano, Alexandra Lecours

JMIR Res Protoc 2026 (Sep 15); 15:e95636

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Evaluation of the Square Eyes Model as a Screening Tool for Identifying Digital Technologies in Wearable Camera Images Among Children: Laboratory Study

Charlotte Lund Rasmussen, Taren Sanders, Erin Kaye Howie, Amber Beynon, Danica Hendry, Juliana Zabatiero, Amity Campbell, Leon Straker

J Med Internet Res 2026 (Sep 14); 28:e100559

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Performance of Cloud-Hosted Large Vision-Language Models on the Japanese National Examination for Clinical Laboratory Technicians: Comparative Benchmarking Study

Kota Murakami, Ryosuke Matsuzawa, Yuya Tahara-Arai, Haruka Ozaki

JMIR Med Educ 2026 (Sep 11); 12:e84266

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Assessment of Technology Usage and Literacy From a Patient Tech Testing Panel in an Adult Primary Care Practice: Cross-Sectional Study

Antony Nguyen, Tiffany Chinn, Anthony Louie, Eric Chu, Ashwin Vasudevan, Jane Jih

JMIR Form Res 2026 (Sep 11); 10:e87757

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Emerging Adults’ Experiences of Digital Measurement-Based Care in Routine Mental Health Care: Qualitative Study and Conceptual Synthesis

Geneca Henry, Courtney Habina, Marianne Barker, Emily Mair, Melissa Potestio, Tom Mogan, Julia Hews-Girard, Katherine Bright, Haley M LaMonica, Ian B Hickie, Frank Iorfino, Paul D Arnold, Gina Dimitropoulos

JMIR Form Res 2026 (Sep 11); 10:e96322

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Feasibility of AI and Human Standardized Patients to Enhance Customer Discovery Communication Skills in Medical Students: Preliminary Evaluation of an Observational Cohort Study

Nathaniel Hafer, Monika Chitre, Melissa Fischer, Julie LeMoine

JMIR Form Res 2026 (Sep 10); 10:e95225

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Toward the Optimal Way to Assess Symptomatic Fatigue in Degenerative Cervical Myelopathy: Mixed Methods Survey Study

Timothy F Boerger, Julio C Furlan, Alvaro Yanez Touzet, Aria Nouri, Carl M Zipser, Brian K Kwon, Michael G Fehlings, James D Guest, Allan R Martin, Caroline Treanor, David B Anderson, Ellen Sarewitz, Lindsay Tetreault, James Harrop, Jefferson Wilson, Robert Chen, Vafa Rahimi-Movaghar, Nader Fallah, Julia Carter, Shirley Widdop, Shekar Kurpad, Bizhan Aarabi, Oliver Mowforth, Mark Kotter, Benjamin M Davies

JMIR Form Res 2026 (Sep 10); 10:e88794

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Fine-Tuning Large Language Models for Structured Extraction of Infectious Disease–Related Information From Clinical Notes in Japanese Primary Care: Development and Internal Validation Study

Hiroshi Yoshihara, Haruka Maeda, Yuriko Hagiwara, Daichi Sato, Kei Kitajima, Akihiro Iwata, Nicolas Van de Velde, Yuta Nakamura, Yosuke Yamagishi, Ataru Igarashi

JMIR Form Res 2026 (Sep 10); 10:e84974

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Conditional Perplexity Scoring for Large Language Model−Generated Differential Diagnoses in Case Reports: Preliminary Computational Evaluation

Takanobu Hirosawa, Yukinori Harada, Ren Kawamura, Taro Shimizu

JMIR Form Res 2026 (Sep 09); 10:e98819

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Large Language Models for Distress Rating in Korean Psycho-Oncology Interviews: Exploratory Clinician-Benchmarked Evaluation Study

Jaehyun Kim, Kyung-Lak Son, Chan-Woo Yeom, Won-Hyoung Kim, Sun Hyung Lee, Joon Sung Shin, Hyunsun Yang, Daehun Yoo, Bong-Jin Hahm

J Med Internet Res 2026 (Sep 09); 28:e91405

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Woman in blue shirt working on laptop in home office with bookshelves

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AI-Assisted Adaptation of the Swedish Version of the Digital Competencies for Applied Psychological Practitioners Scale: Preliminary Psychometric Evaluation

Kristofer Vernmark, Simon Lai, Alesia Moulton-Perkins, Helen Pote

JMIR Form Res 2026 (Sep 08); 10:e92332

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Doctor shows patient a tablet with a medical questionnaire, discussing health history.

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Unified Theory of Acceptance and Use of Technology Questionnaire in Swedish Prehospital Care: Translation, Cross-Cultural Adaptation, and Pilot Psychometric Study

David Summermatter, Jeanette Melin, Hans Blomberg, Björn Äng, Anneli Strömsöe

JMIR Form Res 2026 (Sep 08); 10:e96083

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Woman checking smartwatch during outdoor run in forest

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Evaluation of a Consumer Wearable Smartwatch for Cardiac Interval Measurement in Healthy Adults: Cross-Sectional Method Comparison Study

Nicholas Noggle, David Wing, Job Godino, Michael Higgins, Daniel Moreno, Dylan Lawton, Ariel Dowling, Jasmin Imsirovic, Ryan Moran

JMIR Form Res 2026 (Sep 04); 10:e90009

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MHMR Application Demonstration: Table of Contents for Digital Health & Medical Informatics

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Representing Chronic Pain Experiences Through Manual and AI-Driven Vignettes From Video Blog Data With Member Checking: Participatory Design Study

Shehnaz Fatima Lakha, Peter Pennefather, Alamgir Khandwala, Deborah I Fels

JMIR Form Res 2026 (Sep 01); 10:e80998

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Woman sleeping with a CPAP mask for sleep apnea treatment

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Characteristics of Abdominal Movement Signals Measured by a Wireless Abdomen-Worn Sensor During Home Sleep Apnea Testing: Pilot Observational Study

Thi Hang Dang, Nam-Hwan Sung, Hyung-ki Min, Seongmun Kim, Heein Yoon, Franklin Bien

JMIR Form Res 2026 (Sep 01); 10:e93351

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Child playing Nintendo Switch in a room with an adult.

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Comparison of Capturing Children’s Technology Use Using Wearable Camera and Fixed Room Video: Experimental Laboratory Study

Amber Beynon, Charlotte Lund Rasmussen, Danica Hendry, George Thomas, Paul Davey, Juliana Zabatiero, Andrew L. Rohl, Amity Campbell, Leon Straker

JMIR Pediatr Parent 2026 (Sep 01); 9:e91113

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Doctor in scrubs touching a futuristic medical display showing brain and heart scans.

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Generative Artificial Intelligence for Qualitative Methods in Health Research: Rapid Review

Raúl D Gierbolini-Rivera, Milena Franco Silva, Alexandre Augusto de Paula da Silva, Ross C Brownson, Diana C Parra, Maura M Kepper, Amy A Eyler

J Med Internet Res 2026 (Aug 31); 28:e98551

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AI and data analysis in healthcare: digital brain, medical records, and patient data.

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Toward Automating the Selection of Articles Reporting EQ-5D Data for Systematic Literature Reviews Using Large Language Models: Algorithm Development and Evaluation Study

Gábor Kertész, János Tibor Czere, Zsombor Zrubka, Laszlo Gulacsi, Marta Pentek

JMIR Form Res 2026 (Aug 31); 10:e86647

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Balance scale comparing time, data, and problem-solving to innovation and growth.

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How Many Instruments Do We Need? Strengths, Weaknesses, and Potentials for Further Developments of Digital Health Literacy Measurement Instruments: Narrative Overview of Reviews and Content Analysis