Evidence map›Paper›PMID 42183462›Full record

ArticleMedical science educator2026

Cultivating Reasoning Through Example-Based Or Self-explanation-based Teaching (CREST)?

Chee Chew Yip, Zheng Xian Thng, Francine Peilin Yang, Nicola Yi'an Gan, Andrew Shi-Jie Yap, Jianbin Ding

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Article in Medical science educator, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Chee Chew YipLee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore.
Zheng Xian ThngLee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore.
Francine Peilin YangDepartment of Ophthalmology, Tan Tock Seng Hospital, Singapore, Singapore.
Nicola Yi'an GanLee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore.
Andrew Shi-Jie YapYong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
Jianbin DingYong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.ORCID 0000-0002-1815-9947

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Example-Based Teaching (EBT), grounded in Cognitive Load Theory, uses modeling to demonstrate expert diagnostic reasoning. Self-Explanation (SE) requires learners to rationalize clinical findings independently. We hypothesized EBT would be superior to SE for teaching clinical reasoning to novices by optimizing cognitive load. Methods: Twenty-seven second-year medical students without ophthalmology knowledge were randomized to EBT or SE groups. After learning eye fundamentals, participants learned retinal diseases via their assigned method. Clinical reasoning was tested on days 10 and 40 using different case scenarios, graded by a masked assessor. Cognitive load was assessed using a validated questionnaire. Results: At day 10, the EBT group ( Discussion: EBT was more effective than SE for early clinical reasoning acquisition in novices. The higher germane load with EBT suggests better schema formation, supporting its value in foundational medical education. Larger studies are needed to confirm these findings.

Indexed as

Cognitive load theoryExample-Based teachingSelf-Explanation

Identifiers

PMID42183462
PMCPMC13197547

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.