Automating the Identification of Feedback Quality Criteria and the CanMEDS Roles in Written Feedback Comments Using Natural Language Processing.

Sofie Van Ostaeyen Loic De Langhe Orphée De Clercq Mieke Embo Tammy Schellens Martin Valcke

Published in: Perspectives on medical education (2023)

The results showed that a state-of-the-art LLM is able to identify the presence of the four feedback quality criteria and the CanMEDS roles in written feedback comments. This implies that the quality analysis of written feedback comments can be automated using an LLM, leading to savings of time and resources.

Keyphrases

quality improvement
machine learning
autism spectrum disorder
high throughput
bioinformatics analysis