Accessibility settings

This paper is in the following e-collection/theme issue:

Viewpoint (121) Clinical Informatics (2336) Theoretical Frameworks and Concepts (569) Theories, Models, and Frameworks in Human Factors (147) Artificial Intelligence (4894) Design and Evaluation of Patient Education Materials (174) Generative Language Models Including ChatGPT (1577) Health Literacy, Health Numeracy, and Numeracy (86)

Published on in Vol 10 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/100423, first published .
Doctor discusses patient's medical chart in a consultation

A Clinician-Centered Evaluation Framework for Large Language Models in Patient Education: Integrating the Technology Acceptance Model and Medical Condition Regard Scale

A Clinician-Centered Evaluation Framework for Large Language Models in Patient Education: Integrating the Technology Acceptance Model and Medical Condition Regard Scale

Authors of this article:

Davis Austria1 Author Orcid Image ;   Grace Lord Williams2, 3 Author Orcid Image ;   Christopher Girardo3, 4 Author Orcid Image ;   Micheal Olaolu Arowolo1 Author Orcid Image ;   Meenakshi Mishra2, 3 Author Orcid Image ;   Charlene Pope5 Author Orcid Image ;   R Neal Axon5 Author Orcid Image ;   Jason Bradley Hill3, 6 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Davis Austria   1 , DNP, MBA, MSN ;   Grace Lord Williams   2, 3 , PhD ;   Christopher Girardo   3, 4 , DO, MHI ;   Micheal Olaolu Arowolo   1 , PhD ;   Meenakshi Mishra   2, 3 , PhD, MPH, MSc ;   Charlene Pope   5 , PhD, MPH ;   R Neal Axon   5 , MD, MSCR ;   Jason Bradley Hill   3, 6 , MD, MS, MMM

1 Department of Public Health Sciences, College of Arts and Sciences, Xavier University of Louisiana, New Orleans, LA, United States

2 Ochsner Center for Outcomes and Health Services Research, Ochsner Health System, New Orleans, LA, United States

3 Xavier Ochsner College of Medicine, New Orleans, LA, United States

4 Department of Pathology, Ochsner Health System, New Orleans, LA, United States

5 HEROIC, Ralph H Johnson VA Health Care System, Charleston, SC, United States

6 Hospital Medicine and Innovation, Ochsner Health System, New Orleans, LA, United States

Corresponding Author:

  • Davis Austria, DNP, MBA, MSN
  • Department of Public Health Sciences
  • College of Arts and Sciences, Xavier University of Louisiana
  • 1 Drexel Drive
  • New Orleans, LA 70125
  • United States
  • Phone: 1 917-774-7740
  • Email: daustria@xula.edu