ArticleAdvances in medical education and practice2024
Assessing the Difficulty and Long-Term Retention of Factual and Conceptual Knowledge Through Multiple-Choice Questions: A Longitudinal Study.
Article in Advances in medical education and practice, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
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Who cites it
3 citing papers in PubMed.
- Evaluating Web Retrieval-Assisted Large Language Models With and Without Whitelisting for Evidence-Based Neurology: Comparative Study.Journal of medical Internet research · 2025Article
- Variability in knowledge retention of medical students: repeated and recently learned basic science topics.BMC medical education · 2025Article
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8 authors.
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Abstract
Purpose: Multiple choice questions (MCQs) are the mainstay in examinations for medical education, physician licensing, and board certification. Traditionally, MCQs tend to test rote recall of memorized facts. Their utility in assessing higher cognitive functions has been more problematic to determine. This work evaluates and compares the difficulty and long-term retention of factual versus conceptual knowledge using multiple-choice questions in a longitudinal study. Patients and Methods: We classified a series of MCQs into two groups to test recall/verbatim and conceptual/inferential thinking, respectively. We used the MCQs to test a two-part hypothesis: 1) scores for recall/verbatim questions would be significantly higher than for concept/inference questions, and 2) memory loss over time would be more significant for factual knowledge than conceptual understanding compared with a loss in the ability to reason about concepts critically. We first used the MCQs with pre-clinical medical students on a summative exam in 2020, which served as a retrospective benchmark of their performance characteristics. After two years, the same questions were re-administered to volunteers from the same cohort of students in 2020. Results: Retrospective analysis revealed that recall/verbatim questions were answered correctly more frequently (82.0% vs 60.9%, P = 0.002). Performance on concept/inference questions showed a significant decline, but a larger decline was observed for recall/verbatim questions after two years. Performance on concept/inference questions showed a slight decline across quartiles, while two years later, recall/verbatim questions experienced substantial performance loss. Subgroup analysis indicated convergence in performance on both question types, suggesting that the clinical relevance of the MCQ content may have influenced a regression toward a baseline mean. Conclusion: These findings suggest conceptual/inferential thinking is more complex than rote memorization. However, the knowledge acquired is more durable in a longitudinal fashion, especially if it is reinforced in clinical settings.
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Registered trials
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.