Design and Usability of Clinical Software and EHRs

Articles published in this theme: 384 (scroll down to load remaining articles)

2026

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Usability and Usefulness of Machine Learning–Based Clinical Decision Support Software in Primary Care: Survey of Users in a Prospective Observational Study

Willem Ernst Herter, Janine Khuc, Tobias N Bonten, Robert A Verheij, Mattijs E Numans, Niels H Chavannes

JMIR Med Inform 2026 (May 27); 14:e80527

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Emotion-Adaptive Large Language Model–Driven Clinical Decision Support: User Evaluation of the Empathic Clinical Decision Support System Framework for Trust and Explainability

Tongze Zhang, Sang Won Bae, Tammy Chung, Anind K Dey

JMIR Hum Factors 2026 (May 22); 13:e89005

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An Explainable AI Tool (FibroX) for Detecting Advanced Liver Fibrosis in Adults With Type 2 Diabetes: Protocol for a Pilot Crossover Trial

Basile Njei, Ulrick Sidney Kanmounye

JMIR Res Protoc 2026 (May 21); 15:e90456

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Barriers and Facilitators for the Implementation of an Online Portal in Hospital Mental Health Care: Implementation Study

Isabelle Reinhardt, Laura I Thomas, Lena Oster, Laura Kuhlmann, Jürgen Zielasek, Dieter F Braus, Michael Franz, Florian G Metzger, Euphrosyne Gouzoulis-Mayfrank

JMIR Form Res 2026 (May 19); 10:e82450

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Exploring the Impact of Electronic Medical Record–Enabled Versus Paper-Based Systems on the Quality of Nursing Handover: Comparative Case-Study

Lisa Browning, Urooj Raza Khan, Sandra Leggat, Nicholas Monypenny, James H Boyd

JMIR Nursing 2026 (May 12); 9:e85909

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AI-Based Automation for Medication Reconciliation: Scoping Review

Juan Pablo Tabja Bortesi, Maria P Becerra, Jonathan Ranisau, Bonnie Wen, Praveen Nadesan, P J Devereaux, Michael McGillion, Jeremy Petch

J Med Internet Res 2026 (May 11); 28:e86760

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Impact of a Prototype Combining Recommender Functionality With Structured Documentation on Operator Performance in Calls to Medical Communication Centers: Quasi-Experimental Feasibility Study

Siri-Linn Schmidt Fotland, Arngeir Berge, Erik Zakariassen, Vivian Midtbø, Valborg Baste, Gro Fonnes, Frode Guribye, Christoph Trattner, Junyong You, Ingrid Hjulstad Johansen

JMIR Form Res 2026 (May 07); 10:e87082

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A Proposed Participatory Framework for Explainable AI in mHealth: Mixed Methods Study Integrating User and Stakeholder Requirements

Farzana Islam, Ashraful Islam, M Ashraful Amin, Moinul Zaber

J Med Internet Res 2026 (May 04); 28:e87158

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Learning From the Adoption of a Readmission Clinical Decision Support Tool: Group Model Building Approach

Nina Rachel Sperber, Sarah Elizabeth Haas, Jiaxin Gao, Samantha Hamelsky, Theresa Kiki-Teboum, Afraaz Malick, Rishab Pulugurta, Jacqueline Rodriguez, Hana Shafique, Eden Singh, Kriti Vasudevan, Scott Rockart, David Gallagher, Adam Johnson

JMIR Hum Factors 2026 (Apr 29); 13:e87522

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Development and Usability of a Dashboard for Quality Monitoring and Resident-Centered Care in Australian Residential Long-Term Care: Mixed-Methods Study

Ronald Dendere, Gillian Stockwell-Smith, Michelle Lang, Murray Hargrave, Sara Mayfield, Leonard Charles Gray

JMIR Hum Factors 2026 (Apr 29); 13:e80478

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Evaluating a Shared Decision Support Tool for Pediatric Cardiopulmonary Arrest: Mixed Methods Usability Study

Ana Rajic, Sharleen Kayne Olanka, Marco Generelli, Jennifer Davidson, Yiqun Lin, Ryan Kang, Kangsoo Kim, Pierre-Louis Rebours, Marc Ibrahim, Donovan Duncan, Sergio Manzano, Adam Cheng, Alexandre De Masi, Johan N Siebert, Frederic Ehrler

JMIR Hum Factors 2026 (Apr 28); 13:e78736

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A Survey of Primary Care Clinician Experiences With Electronic Health Record–Based Clinical Decision Support to Improve HIV Pre-Exposure Prophylaxis Prescribing

Afiba Manza-A Agovi, Caitlin T Thompson, Wentao Li, Jennifer Allard, Nicole Lee, Esther Fasanmi, Rohit P Ojha

JMIR Form Res 2026 (Apr 16); 10:e89638

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Real-World Performance of a New Online Eye Symptom Triage Tool (Eye+Dot) in an Emergency Eye Clinic: Mixed Methods Evaluation Study

Louise Allen, Jen O Lim, Fengyi Liu, Nimesha Alex

JMIR Hum Factors 2026 (Apr 14); 13:e81343

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Health Information Technology–Related Loss of Central Surveillance Data in a Heart Intensive Care Unit: Multi-Framework Case Report

Md Shafiqur Rahman Jabin

JMIR Hum Factors 2026 (Apr 09); 13:e92560

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Predicting Electronic Health Record Usability: Scoping Review of Adoption Models, Metrics, and Future Directions

Dillon Chrimes, Alex Thomo, Mu-Hsing (Alex) Kuo, Elizabeth M Borycki, Andre Kushniruk

JMIR Hum Factors 2026 (Apr 08); 13:e86076

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Factors Influencing User Satisfaction in Accessing Health Data: Cross-Sectional Survey of United Kingdom Adults

Maria Xenou, Omar Al-Ubaydli

JMIR Hum Factors 2026 (Apr 06); 13:e75935

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Usability and Acceptance Testing of an Electronic Patient-Reported Outcome Symptom Monitoring System for People Receiving Immune Checkpoint Inhibitors: Mixed Methods Study

Julia Lai-Kwon, Claudia Rutherford, Stephanie Best, Hasan Shahid Ferdous, Iris Zhang, Thai-Khoa Ly, Dishan Herath, Kate Burbury, Michael Jefford

JMIR Form Res 2026 (Mar 18); 10:e79694

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AI-Powered Documentation for Mental Health Providers: Retrospective Observational Mixed Methods Study

Kaitlin E McCrudden, Mackenzie S Swirbul, Emily E Peake, Michael J Rodio, Aarthi Padmanabhan

JMIR Form Res 2026 (Mar 12); 10:e84628

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Physician-Patient Communication and Physicians’ Acceptance of a Tailored Digital Health Information Service: Quantitative Online Survey

Paula Memenga, Elena Link

JMIR Hum Factors 2026 (Mar 06); 13:e80620

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Patient Experiences With Outpatient Pharmacy Services in Hospitals Using Automated Pharmacy Systems: Cross-Sectional Study

Ali Jasem Buabbas, Fatemah Mohammad Alsaleh, Mariam Alsanafi, Maryam Ali Safar, Ahmad T Al-Sultan, Talal Ahmad Zaman

JMIR Med Inform 2026 (Mar 06); 14:e80963

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