Twelve tips on applying AI tools in HPE scholarship using Boyer’s model

AI has changed the landscape of health professions education. With the hype now behind us, we find ourselves in the phase of reckoning, considering what's next; where do we start and how can educators use these powerful tools for daily teaching and learning. We recognize the great need for training to use AI meaningfully for education. Boyer's model of scholarship provides a pedagogical approach for teaching with AI and how to maximize these efforts towards scholarship. By offering practical solutions and demonstrating their usefulness, this Twelve tips article demonstrates how to apply AI towards scholarship by leveraging the capabilities of the tools. Despite their potential, our recommendation is to exercise caution against AI dependency and to role model responsible use of AI by evaluating AI outputs critically with a commitment to accuracy and scrutinize for hallucinations and false citations.

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Publication Details

Journal
Medical Teacher
Published
2025-01-10
DOI
https://doi.org/10.1080/0142159x.2024.2445058
Citations
3
Primary Topic
Clinical Reasoning and Diagnostic Skills
Type
article
Field-Weighted Citation Impact
4.55
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article

Twelve tips on applying AI tools in HPE scholarship using Boyer’s model

Neil Mehta, Anoop Agrawal, Heather MacNeill, Jennifer Benjamin et al.
3 citations
Medical Teacher
Clinical Reasoning and Diagnostic Skills
4.55
article

Twelve tips on applying AI tools in HPE scholarship using Boyer’s model

Neil Mehta, Anoop Agrawal, Heather MacNeill, Jennifer Benjamin, Ken Masters
article en
3 citations

Abstract

AI has changed the landscape of health professions education. With the hype now behind us, we find ourselves in the phase of reckoning, considering what's next; where do we start and how can educators use these powerful tools for daily teaching and learning. We recognize the great need for training to use AI meaningfully for education. Boyer's model of scholarship provides a pedagogical approach for teaching with AI and how to maximize these efforts towards scholarship. By offering practical solutions and demonstrating their usefulness, this Twelve tips article demonstrates how to apply AI towards scholarship by leveraging the capabilities of the tools. Despite their potential, our recommendation is to exercise caution against AI dependency and to role model responsible use of AI by evaluating AI outputs critically with a commitment to accuracy and scrutinize for hallucinations and false citations.

Medical TeacherVol. 47(6)
Baylor College of Medicine (US), University of Toronto (CA), Cleveland Clinic Lerner College of Medicine (US), Texas Children's Hospital (US), University School (US), Sultan Qaboos University (OM), Toronto Metropolitan University (CA), Case Western Reserve University (US)
Quality Education
Openalex Percentile: Top 6%
Clinical Reasoning and Diagnostic Skills
4.55
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Twelve tips on applying AI tools in HPE scholarship using Boyer’s model — Neil Mehta, Anoop Agrawal, et al. · Medical Teacher (2025) | TGRS Research Map | TGRS