Related Experiment Video
Updated: May 7, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
Students' self-explanations while solving unfamiliar cases: the role of biomedical knowledge
Martine Chamberland1, Sílvia Mamede, Christina St-Onge
1Department of Medicine, Faculty of Medicine and Health Sciences, University of Sherbrooke, Sherbrooke, Quebec, Canada.
Medical students use more biomedical knowledge when explaining less familiar cases, enhancing clinical reasoning. This self-explanation strategy aids in understanding complex diseases and improving diagnostic skills.
Area of Science:
- Medical Education
- Cognitive Science
- Clinical Reasoning
Background:
- Effective teaching strategies for clinical reasoning are limited.
- Self-explanation may enhance reasoning, particularly for unfamiliar clinical cases.
- Mechanisms underlying the benefit of self-explanation require further investigation.
Purpose of the Study:
- To explore the types of knowledge medical students utilize during self-explanation when solving familiar versus less familiar clinical cases.
- To investigate how case familiarity influences the self-explanation process in clinical clerks.
Main Methods:
- Analysis of verbal self-explanation protocols from third-year medical students.
- Comparison of protocols from familiar and less familiar clinical cases.
- Segmentation and coding of protocols into categories: paraphrases, biomedical inferences, clinical inferences, monitoring statements, and errors.
Main Results:
- Students generated more self-explanation segments for less familiar cases.
- Increased use of paraphrases and errors were observed in self-explanations.
- A significant interaction indicated more biomedical inferences for less familiar cases.
Conclusions:
- Case unfamiliarity prompts more extensive self-explanation in medical students.
- Less familiar cases activate biomedical knowledge, facilitating connections to clinical knowledge.
- This process supports the development of coherent mental representations of diseases, explaining the benefit of self-explanation for unfamiliar cases.
More Related Videos
07:35A Knowledge Graph Approach to Elucidate the Role of Organellar Pathways in Disease via Biomedical Reports
Published on: October 13, 2023
07:32Use of Galvanic Skin Responses, Salivary Biomarkers, and Self-reports to Assess Undergraduate Student Performance During a Laboratory Exam Activity
Published on: February 10, 2016
Related Concept Videos
Self-Schemas
Hindsight Biases
Fundamental Attribution Error
Case Studies
Biostatistics: Overview
Discrete variables are...
Metacognition