Human Factors and Usability Case Studies

Feasibility and Usability of an mHealth App (mLab+) to Guide Users Through HIV and Syphilis Self-Testing: Pilot Randomized Controlled Trial

Maeve Brin, Thomas F Scherr, Janejira Chaiyasit, Jianfang Liu, Maura Abbott, Robert Garofalo, Lisa M Kuhns, Tess Sky, Ian Esliker, Rebecca Schnall

JMIR Form Res 2025 (Dec 30); 9:e72955

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Supporting Dementia Caregiving With a Mobile Care Ecosystem: Development and Mixed Methods Study

Chetna Malhotra, Yanzhen Yue, Chandrika Ramakrishnan, Shimoni Shah, Wenda Chen, Philip Yap, Chin Yee Cheong, Irene Teo, Shiou-Liang Wee, Xiangming Lan, Yi Chen, Chee Seng Chong, Xueying Huang, Ivy Chua

JMIR Aging 2025 (Dec 30); 8:e78759

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User Preferences for an Image-Assisted Dietary Recall: Qualitative Study Comparing 3 Dietary Assessment Methods

Janelle D Healy, Christina M Pollard, Clare E Collins, Barbara A Mullan, Megan E Rollo, Satvinder S Dhaliwal, Richard Norman, Sharon I Kirkpatrick, Tracy A McCaffrey, Clare Whitton, Amira Hassan, Fengqing Zhu, Deborah A Kerr

JMIR Hum Factors 2025 (Dec 30); 8:e80115

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A Mobile App (MyPeer) Co-Designed With Immigrant Adolescents for Better Sexual and Reproductive Health: Usability Study

Salima Meherali, Amyna Ismail Rehmani, Mariam Ahmad, Piper Scott-Fiddler, Paula Pinzón-Hernández, Zeba Khan, Sarah Flicker, Philomina Okeke-Ihejirika, Bukola Salami, Eleni Stroulia, Ashley Vandermorris, Josephine Pui-Hing Wong, Wendy V Norman, Shannon D Scott, Sarah Munro

JMIR Form Res 2025 (Dec 25); 9:e81115

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Designing an App to Facilitate Self-Management in Young Adult Survivors of Childhood Cancer: Development and Usability Study

Meredith K Reffner Collins, Kristine Levonyan-Radloff, Jeffery McLaughlin, Margaret Masterson, Katie A Devine

JMIR Cancer 2025 (Dec 24); 11:e77121

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Usability of a Tablet-Based Cognitive Assessment Administered by Medical Assistants in General Practice: Implementation Study

Philipp Schaper, Alexander Hanke, Stephan Jonas, Leon Nissen, Lara Marie Reimer, Florian Schweizer, Michael Wagner, Kristin Rolke, Carolin Rosendahl, Judith Tillmann, Klaus Weckbecker, Jochen René Thyrian

JMIR Form Res 2025 (Dec 22); 9:e76010

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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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Identification of Design Requirements for a Software Application for Use by Clinicians That Collects Acute Stroke Treatment Data During Clinical Workflow: Pilot Study

Adam Forward, Gizem Koca, Aymane Sahli, Noreen Kamal

JMIR Form Res 2025 (Dec 19); 9:e64800

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Investigating How Clinicians Form Trust in an AI-Based Mental Health Model: Qualitative Case Study

Anthony Kelly, Niharika Bhardwaj, Trine Theresa Holmberg Sainte-Marie, Pepijn Van de Ven, Ruth Melia, John Eustis Williams, Kim Mathiasen, Amalie Søgaard Nielsen

JMIR Hum Factors 2025 (Dec 19); 12:e79658

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A Hybrid Rule- and Large Language Model–Based Embodied Voice Assistant (GRACE) for Cognitive Stimulation in Older Adults: Usability Study Assessing Technical Feasibility, Technology Acceptance, and Working Alliance

Rasita Vinay, Ekaterina Uetova, Nora Camilla Tommila, Nikola Biller-Andorno, Tobias Kowatsch

JMIR Aging 2025 (Dec 18); 8:e76489

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AI-Based Gait Analysis System for Rehabilitation: Usability Evaluation of Human-Technology Interaction

Seojin Hong, Hyun Choi, Hyosun Kweon

JMIR Rehabil Assist Technol 2025 (Dec 18); 12:e80748

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ROOM to Grow, a Mobile Well-Being Intervention for University Students: Overview of the Design Process and Outcomes

Tajda Laure, Camila Villegas Meija, Danielle Remmerswaal, Djameela Dulloo, Ruth Van der Hallen, Birgit Mayer, Marianne Littel, Bram Dierckx, Jeroen S Legerstee, Rutger C M E Engels, Marilisa Boffo

JMIR Form Res 2025 (Dec 17); 9:e63325

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A Mobile App to Enhance Awareness of Vaccination in Adults With Psoriasis and Atopic Dermatitis: Development and Preliminary Evaluation Study

Giulia Gasparini, Donatella Panatto, Irene De Kermarek, Lucia Valchi, Elvira Massaro, Piero Luigi Lai, Martina Burlando, Giancarlo Icardi, Emanuele Cozzani

JMIR Form Res 2025 (Dec 09); 9:e80113

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Integrating a Large Language Model Into a Socially Assistive Robot in a Hospital Geriatric Unit: Two-Wave Comparative Study on Performance, Engagement, and User Perceptions

Lauriane Blavette, Sébastien Dacunha, Xavier Alameda-Pineda, Jeanne Cattoni, Anne-Sophie Rigaud, Maribel Pino

JMIR Hum Factors 2025 (Dec 03); 12:e81936

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Acceptability of Health Information Technology by Health Care Professionals: Where We Are Now and How We Can Fill the Gap

Corinne Isnard-Bagnis, Stéphane Mouchabac, Riadh Lebib, Hervé Bismut, Pierre Alexis Geoffroy

J Med Internet Res 2025 (Dec 02); 27:e72184

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Smartphone-Based Auditory Motion Stimulation for Hemispatial Neglect: Development and Usability Study

Tobias Nef, Nora Geiser, Brigitte C Kaufmann, Noora Emilia Angelva, Nic Krummenacher, Michael Single, Dario Cazzoli, Thomas Nyffeler

J Med Internet Res 2025 (Dec 01); 27:e82442

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A Rule-Based Conversational Agent for Mental Health and Well-Being in Young People: Formative Case Series During the Rise of Generative AI

Aimee-Rose Wrightson-Hester, Gee Anderson, Joel Dunstan, Peter M McEvoy, Christopher J Sutton, Bronwyn Myers, Sarah J Egan, Sara Jane Tai, Melanie Johnston-Hollitt, Wai Chen, Tom Gedeon, Joanna C Moullin, Warren Mansell

JMIR Form Res 2025 (Dec 01); 9:e69841

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Exploring Methods to Mitigate Fraud in Web-Based Surveys: Multicase Study Analysis

Madeleine Ennis, Regina-Maria Renner, Claudia Morando-Stokoe, Sharon James, Patricia A Janssen, Sara Leckie, Sheila Dunn, Danielle Mazza, Wendy V Norman

J Med Internet Res 2025 (Dec 01); 27:e78671

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Using Human-Centered Design and Development to Create a Digital Sick Day Medication Guidance Application for People With Diabetes, Cardiovascular Disease, or Chronic Kidney Disease: Mixed Methods Study

Julie Babione, Sarah Gil, Chidera Okemeziem, Taylor Palechuk, Kaitlyn E Watson, Sandra Robertshaw, Nancy Verdin, Kerry McBrien, David J T Campbell, Ross Tsuyuki, Neesh Pannu, Matthew James, Maoliosa Donald

JMIR Form Res 2025 (Nov 27); 9:e77240

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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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