Education Research: Creating Online Interactive Case-Based Learning Experiences From Educational Case Reports With Large Language Models

It is feasible to convert <i>RFS-CBAs</i> into an interactive question-and-answer format using LLMs. It should be noted that the nondeterministic nature of frontier LLMs and the potential for such LLM versions to change frequently are relevant considerations in making estimates of performance. Further studies investigating the impacts of this educational innovation are required.

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Publication Details

Journal
Neurology Education
Published
2025-09-19
DOI
https://doi.org/10.1212/ne9.0000000000200250
Citations
1
Primary Topic
Wikis in Education and Collaboration
Type
article
Field-Weighted Citation Impact
3.86
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article

Education Research: Creating Online Interactive Case-Based Learning Experiences From Educational Case Reports With Large Language Models

Stephen Bacchi, Harry Sutherland-Foggio, Tamara Kaplan, Haatem Reda et al.
1 citations
Neurology Education
Wikis in Education and Collaboration
3.86
article

Education Research: Creating Online Interactive Case-Based Learning Experiences From Educational Case Reports With Large Language Models

Stephen Bacchi, Harry Sutherland-Foggio, Tamara Kaplan, Haatem Reda, Grace Kimbaris, Ashley Paul, Galina Gheihman, Tracey Milligan, Sybil Stacpoole, Christina Gao, Liam G. McCoy, Rudy Goh, Laura Stein, Tara Wenzel, Luke Collins
article en
1 citations

Abstract

It is feasible to convert <i>RFS-CBAs</i> into an interactive question-and-answer format using LLMs. It should be noted that the nondeterministic nature of frontier LLMs and the potential for such LLM versions to change frequently are relevant considerations in making estimates of performance. Further studies investigating the impacts of this educational innovation are required.

Neurology EducationVol. 4(4)
Westchester Medical Center (US), Harvard University (US), University of Alberta (CA), University of Cambridge (GB), Yale University (US), Cambridge School (PT), Bridge University (SS), Austin Health (AU), Mass General Brigham (US), The University of Adelaide (AU), University of Pennsylvania (US), Icahn School of Medicine at Mount Sinai (US)
Openalex Percentile: Top 6%
Wikis in Education and Collaboration
3.86
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Education Research: Creating Online Interactive Case-Based Learning Experiences From Educational Case Reports With Large Language Models — Stephen Bacchi, Harry Sutherland-Foggio, et al. · Neurology Education (2025) | TGRS Research Map | TGRS