Methods in Human Factors Research

Framing the Human-Centered Artificial Intelligence Concepts and Methods: Scoping Review

Roberta Bevilacqua, Tania Bailoni, Elvira Maranesi, Giulio Amabili, Federico Barbarossa, Marta Ponzano, Michele Virgolesi, Teresa Rea, Maddalena Illario, Enrico Maria Piras, Matteo Lenge, Elisa Barbi, Garifallia Sakellariou

JMIR Hum Factors 2025 (May 28); 12:e67350

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Auxiliary Teaching and Student Evaluation Methods Based on Facial Expression Recognition in Medical Education

Xueling Zhu, Roben A Juanatas

JMIR Hum Factors 2025 (May 22); 12:e72838

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Challenging the Continued Usefulness of Social Media Recruitment for Surveys of Hidden Populations of People Who Use Opioids

Elizabeth D Nesoff, Joseph J Palamar, Qingyue Li, Wenqian Li, Silvia S Martins

J Med Internet Res 2025 (Apr 30); 27:e63687

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Evaluating ChatGPT in Qualitative Thematic Analysis With Human Researchers in the Japanese Clinical Context and Its Cultural Interpretation Challenges: Comparative Qualitative Study

Kota Sakaguchi, Reiko Sakama, Takashi Watari

J Med Internet Res 2025 (Apr 24); 27:e71521

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Transdiagnostic Compulsivity Traits in Problematic Use of the Internet Among UK Residents: Cross-Sectional Network Analysis Study

Chang Liu, Samuel Chamberlain, Konstantinos Ioannidis, Jeggan Tiego, Jon Grant, Murat Yücel, Peter Hellyer, Christine Lochner, Adam Hampshire, Lucy Albertella

J Med Internet Res 2025 (Mar 26); 27:e66191

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Health Care Professionals’ Perspectives on Using eHealth Tools in Advanced Home Care: Qualitative Interview Study

Eric Vincent Rivas, Ulf Lesley, Nadia Davoody

JMIR Hum Factors 2025 (Mar 24); 12:e60582

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Device Failures and Adverse Events Associated With Rhinolaryngoscopes: Analysis of the Manufacturer and User Facility Device Experience (MAUDE) Database

Shao-Hsuan Chang, Daishi Chen, Chi-Sheng Chen, Dong Zhou, Lung-Kun Yeh

JMIR Hum Factors 2025 (Feb 05); 12:e67036

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Strategies to Increase Response Rate and Reduce Nonresponse Bias in Population Health Research: Analysis of a Series of Randomized Controlled Experiments during a Large COVID-19 Study

Christina J Atchison, Nicholas Gilby, Galini Pantelidou, Sam Clemens, Kevin Pickering, Marc Chadeau-Hyam, Deborah Ashby, Wendy S Barclay, Graham S Cooke, Ara Darzi, Steven Riley, Christl A Donnelly, Helen Ward, Paul Elliott

JMIR Public Health Surveill 2025 (Jan 09); 11:e60022

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Patients’ Experienced Usability and Satisfaction With Digital Health Solutions in a Home Setting: Instrument Validation Study

Susan J Oudbier, Ellen M A Smets, Pythia T Nieuwkerk, David P Neal, S Azam Nurmohamed, Hans J Meij, Linda W Dusseljee-Peute

JMIR Med Inform 2025 (Jan 08); 13:e63703

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Quantifying Similarities Between MediaPipe and a Known Standard to Address Issues in Tracking 2D Upper Limb Trajectories: Proof of Concept Study

Vaidehi Wagh, Matthew W Scott, Sarah N Kraeutner

JMIR Form Res 2024 (Dec 17); 8:e56682

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Tracking Implementation Outcomes of an Intensive Case Management Program for HIV: Protocol for a Mixed Methods Study

Meron Mengistu, Kris Tom, Liben Gebremikael, Notisha Massaquoi, Obidimma Ezezika

JMIR Res Protoc 2024 (Nov 29); 13:e57452

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Evaluating Factors Affecting Knowledge Sharing Among Health Care Professionals in the Medical Imaging Departments of 2 Cancer Centers: Concurrent Mixed Methods Study

Maryam Almashmoum, James Cunningham, John Ainsworth

JMIR Hum Factors 2024 (Nov 13); 11:e53780

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Lessons From 3 Longitudinal Sensor-Based Human Behavior Assessment Field Studies and an Approach to Support Stakeholder Management: Content Analysis

Johanna Kallio, Atte Kinnula, Satu-Marja Mäkelä, Sari Järvinen, Pauli Räsänen, Simo Hosio, Miguel Bordallo López

J Med Internet Res 2024 (Oct 31); 26:e50461

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Measuring Relationship Influences on Romantic Couples’ Cancer-Related Behaviors During the COVID-19 Pandemic: Protocol for a Longitudinal Online Study of Dyads and Cancer Survivors

Jennifer M Bowers, Chloe O Huelsnitz, Laura A Dwyer, Laurel P Gibson, Tanya Agurs-Collins, Rebecca A Ferrer, Amanda M Acevedo

JMIR Res Protoc 2024 (Jul 31); 13:e48516

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ChatGPT for Automated Qualitative Research: Content Analysis

Rimke Bijker, Stephanie S Merkouris, Nicki A Dowling, Simone N Rodda

J Med Internet Res 2024 (Jul 25); 26:e59050

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Comparison of the Response to an Electronic Versus a Traditional Informed Consent Procedure in Terms of Clinical Patient Characteristics: Observational Study

Anna G M Zondag, Marieke J Hollestelle, Rieke van der Graaf, Hendrik M Nathoe, Wouter W van Solinge, Michiel L Bots, Robin W M Vernooij, Saskia Haitjema, UCC-CVRM study group

J Med Internet Res 2024 (Jul 11); 26:e54867

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Determining an Appropriate Sample Size for Qualitative Interviews to Achieve True and Near Code Saturation: Secondary Analysis of Data

Claudia M Squire, Kristen C Giombi, Douglas J Rupert, Jacqueline Amoozegar, Peyton Williams

J Med Internet Res 2024 (Jul 09); 26:e52998

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Human-Centered Design and Benefit Realization Management in Digital Health Care Solution Development: Protocol for a Systematic Review

Kaisa Kauppinen, Pantea Keikhosrokiani, Sehrish Khan

JMIR Res Protoc 2024 (May 21); 13:e56125

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Developing A Mobile App With a Human-Centered Design Lens to Improve Access to Mental Health Care (Mentallys Project): Protocol for an Initial Co-Design Process

Stéphane Vial, Sana Boudhraâ, Mathieu Dumont, Melanie Tremblay, Sophie Riendeau

JMIR Res Protoc 2023 (Aug 22); 12:e47220

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Evidencing the Impact of Web-Based Coproduction With Youth on Mental Health Research: Qualitative Findings From the MindKind Study

Blossom Fernandes, Lakshmi Neelakantan, Himani Shah, Sushmita Sumant, Pamela Y Collins, Jennifer Velloza, Emily Bampton, Swetha Ranganathan, Refiloe Sibisi, Toiba Bashir, Joshua Bowes, Esther Larisa David, Harsimar Kaur, Umairah Malik, Issy Shannon, Suvlaxmi Gurumayum, Anne-Marie Burn, Solveig K Sieberts, The MindKind Consortium, Mina Fazel

JMIR Public Health Surveill 2023 (Jun 19); 9:e42963

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