Development and Evaluation of Research Methods, Instruments and Tools

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Articles published in 2026 in this theme: 165 (scroll down to load remaining articles)

2026

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Estimating Longitudinal Changes in Workday Happiness From Daily Report Texts Among Employees: Retrospective Feasibility Study

Junko Hayashi, Kazuhiro Ito, Masae Manabe, Yasushi Watanabe, Masataka Nakayama, Yukiko Uchida, Shoko Wakamiya, Eiji Aramaki

JMIR Form Res 2026 (Aug 25); 10:e99992

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Doctor analyzing diabetes-specialized LLM evaluation on computer screen

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Reflection- and Curriculum-Based Instruction Tuning for Diabetes-Specialized Large Language Models: Model Development and Evaluation Study

Jaesung Hwang, Deniise Liz Namayanja, Donghyeon Park

JMIR AI 2026 (Aug 25); 5:e92843

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Woman using smartphone, digital brain with heart, mental wellness

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Individual-Level Modeling of Depressive Symptom Severity Using Smartphone and Wearable Data: Time-Aware 1-Year Study With Feature-Group Contributions

Simon Schreynemackers, Johannes Leimhofer, Milica Petrovic, Hanna Reich, Sascha Ludwig, Andreas Dominik, Dominik Heider, Ulrich Hegerl, the MONDY Consortium

JMIR Form Res 2026 (Aug 25); 10:e99204

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Validation of Wound Assessment Instruments Across Brazilian Clinical Contexts: Protocol for a Scoping Review

Clarissa Albuquerque Vaz Nunes, Emerson Roberto dos Santos, João Daniel de Souza Menezes, Matheus Querino da Silva, Leonila Santos de Almeida Sasso, Ana Maria Rita Pedroso Vilela Torres de Carvalho Engel, Giovana Viecili Rossi, Camila Bortoluci de Lima, Janaína Aparecida de Sales Floriano, Pedro Carlos Cagnazzo, Rauer Ferreira Franco, Alana Clara Santos Rocha, Valéria Albuquerque Vaz Rodrigues, Estella Alvarez Vieira Finoto, Cléa Dometilde Soares Rodrigues, Paula Buck de Oliveira Ruiz, Marli de Carvalho Jericó, Fabiana de Souza Orlandi, Maysa Alahmar Bianchin, Luís Cesar Fava Spessoto, Antônio Hélio Oliani, Denise Cristina Móz Vaz Oliani, Izaura dos Santos Ramos, Júlio César André, Nádia Antônia Aparecida Poletti

JMIR Res Protoc 2026 (Aug 24); 15:e99483

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A Simplified Metric to Streamline Between-Group Fairness Assessment for Predictive Models: Algorithm Development and Evaluation Study

Haoyuan Wang, Chuan Hong, Michael Pencina, Matthew Engelhard

JMIR AI 2026 (Aug 24); 5:e85822

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A Human-Governed Clinical Informatics Framework for Safe AI-Assisted Mental Health Counseling: Secondary Framework Development and Requirement Mapping Study

Mi-Ae Yang, Kang-Su Ha

JMIR Form Res 2026 (Aug 21); 10:e103345

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Performance of Two AI Approaches in ASReview Compared With Manual Screening for Dementia Care Literature Screening: Comparative Analysis

Dirk Steijger, Stella Thissen, Sil Aarts, Hilde Verbeek, Marjolein E de Vugt, Hannah Christie

JMIR Form Res 2026 (Aug 20); 10:e84989

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Doctor points to skeleton diagram on laptop screen explaining anatomy to patient

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Development of a Data-Enabled Mixed Method for Designing for Patients From a Human-Centered Design Perspective: Explorative Case Study

Yingtao Sun, Jiwon Jung

JMIR Hum Factors 2026 (Aug 19); 13:e87677

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Multilevel Evaluation of ECHO Autism Programs: Development and Pilot Study of a Standardized Minimum Dataset

Katrina Boles, Kimberly Hoffman, Melissa Mahurin, Robin Hardesty, Valeria Nanclares-Nogués, Melinda Odum, Ramiro Mitre, Kristin Sohl

JMIR Form Res 2026 (Aug 18); 10:e86274

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Implementation of Self-Initiated Event-Contingent Ecological Momentary Assessment for Environmental Exposures: Prospective Observational Study

Gregory Neely, Isabella Ström

JMIR Form Res 2026 (Aug 18); 10:e96009

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Doctor in white coat using laptop in office, stethoscope around neck

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Enhanced Health Study Discoverability: Graph-Based Analysis Approach

Lea Gütebier, Stefan Groß, Benjamin Winter, Max Blumenstock, Martin Dugas, Volkmar Liebscher, Dagmar Waltemath, Ron Henkel

JMIR Med Inform 2026 (Aug 18); 14:e86812

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Exhausted nurse in PPE adjusts goggles, head bowed, stethoscope visible.

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Analyzing Nurse Sentiment in a Dutch Regional Newspaper During the COVID-19 Pandemic: Comparative Content Analysis of GPT-5, Gemini 2.5 Pro, and Human Coding

Bram van den Berkmortel, Daan Westra, Rachel Gifford, Frank Christian van de Baan

J Med Internet Res 2026 (Aug 13); 28:e98374

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Formative Work to Guide Implementation of an Evidence-Based Breast and Cervical Cancer Prevention and Early Detection Behavioral Health Program in Clinics: Qualitative Study Guided by the Consolidated Framework for Implementation Research

Marlyn A Allicock, Crystal Costa, Ashley Hedrick McKenzie, Preena Loomba, Roshanda S Chenier, Ross Shegog, Angelita Alaniz, Maria E Fernandez, Lara S Savas

JMIR Form Res 2026 (Aug 13); 10:e89393

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Virtual Interprofessional Telehealth Education: Mixed Methods Evaluation

Jonathan Liao, Ethan Aminov, Evan Yang, Dale Coffin, Bini John, Nancy Krisch, Kathleen Monahan, Erin Hulfish

JMIR Form Res 2026 (Aug 13); 10:e92077

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Prospective User Perceptions and Acceptability of a Wearable Fetal Heart Monitor: Cross-Sectional Survey

Nikki Keene Woods, Yongkuk Lee, Salsabila Attaria, Jolynn Dowling, Jamie Harrington, Anna Brake

JMIR Form Res 2026 (Aug 10); 10:e85959

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Therapist taking notes on patient records during a session

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Measuring Depression Severity With Clinical Global Impression–Severity Scale Scores From Clinical Notes Using Large Language Models: Validation Study

Kevin Li, Ayah Zirikly, Sarah C Collica, Fernando S Goes, Congwen Zhao, Trang Nguyen, Jane P Gagliardi, Benjamin A Goldstein, Hwanhee Hong, Elizabeth A Stuart, Peter P Zandi

JMIR Form Res 2026 (Aug 10); 10:e86906

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Elderly woman in hospital gown using a tablet computer

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Iterative Multidisciplinary Development and Evaluation of a Patient-Facing Social Determinants of Health Chatbot Using Synthetic Data Simulation: Mixed Methods Study

Anna M Maw, Alexander Lupi, Rachel Johnson-Koenke, Heather Coats, Li Zhou, Benjamin Li, James Mitchell, Alexander Kotz, Joseph Plasek, Foster Goss

JMIR Form Res 2026 (Aug 07); 10:e89837

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Medical team in a meeting, discussing data on a large screen.

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Privacy-Preserving Framework for Multi-Institutional Medical Time-Series Analysis via Homomorphic Encryption: Design and Development Study

Yao Lu, Yu Tian, Tianshu Zhou, Jing Xia, Zhensong Zhao, Huiyao Sun, Kangli Liu, Jingsong Li

JMIR Form Res 2026 (Aug 07); 10:e87306

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Scientist in lab coat examines test tube with DNA analysis on computer screen

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TrialTriage, a Semiautonomous Prescreening Workflow for Resolving Ambiguity in Phase I Oncology Trial Eligibility: Development and Proof-of-Concept Study Using Synthetic Cases

Kenneth A Kern

JMIR Form Res 2026 (Aug 05); 10:e100779

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Person's hands holding a smartphone with a dark interface displaying audio controls.

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Mobile App–Based Tracking of Daily Explicit and Implicit Sense of Agency Among Adults Living in Japan: Longitudinal Observational Study

Yoshiro Shirai, Eriko Sugisaki, Roberto Legaspi, Ryunosuke Togawa, Akihiro Sasaki, Akihiro Miyamoto, Motoyuki Sanada, Kae Nakajima, Nao Kobayashi, Yasushi Naruse

JMIR Form Res 2026 (Aug 05); 10:e77607

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