ReviewCureus2020
An Evidence-Based Guide for Medical Students: How to Optimize the Use of Expanded-Retrieval Platforms.
Review in Cureus, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
12 citing papers in PubMed.
- Assessment and evaluation of a serious game for teaching factual knowledge in dental education.BMC medical education · 2023Trial
- The Breakfast Club: Enhancing Emergency Medicine Education Through Spaced Retrieval and Elaborative Interrogation Techniques.AEM education and training · 2026Article
- Evaluating Study Techniques for Australian Medical Students During Clinical Placement: A Scoping Review.Cureus · 2026Review
- Exploring the effectiveness and awareness of Anki flashcard application on medical student's academic performance: a cross-sectional study from Saudi Arabia.Frontiers in medicine · 2026Article
- Study Technique and Curriculum Guidance Preferences of Medical Students in Clinical Medicine: A Mixed-Methods Analysis.Medical science educator · 2025Article
- The Double-Edged Sword of Third-Party Resources: Examining Use and Financial Burden of Extracurricular Tools in Medical Students.MedEdPublish (2016) · 2024Review
- Implementation of Spaced Repetition by First-Year Medical Students: a Retrospective Comparison Based on Summative Exam Performance.Medical science educator · 2023Article
- A Cohort Study Assessing the Impact of Anki as a Spaced Repetition Tool on Academic Performance in Medical School.Medical science educator · 2023Article
- Knowledge Retention From Emergency Medicine Simulation-Based Learning Curriculum for Pre-clinical Medical Students.Cureus · 2023Article
- An Exploratory Digital Board Game Approach to the Review and Reinforcement of Complex Medical Subjects Like Anatomical Education: Cross-sectional and Mixed Methods Study.JMIR serious games · 2022Article
- Front-loading of anatomy content has no effect on long-term anatomy knowledge retention among physical therapy students: a prospective cohort study.BMC medical education · 2021Article
- The Impact of Educational Resources and Perceived Preparedness on Medical Education Performance.Medical science educator · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Recommendations have been made for improving medical education based on the available evidence regarding learning. Traditional learning methods in medical education (e.g. reading from textbooks) do not ensure long-term retention. However, expanded-retrieval studying methods have been shown to improve studying efficiency. Using evidence-based practices to optimize an expanded-retrieval platform has the potential to greatly benefit knowledge acquisition and retention for medical students. This literature review was conducted to identify the best practices of expanded-retrieval platforms. Themes within learning that promote knowledge gain and retention include presentation of related categorical information, schema formation, dual-coding, concrete examples, elaboration, changes in text appearance, and interleaving. Presentation of related categorical material together may mitigate retrieval-induced forgetting (RIF). Spaced retrieval helps to reinforce schema formation by solidifying the framework the individual students form when learning the material. Dual-coding improves learning by creating more neural pathways. Multiple concrete examples can be compared by students to see their respective differences, highlighting the true underlying principle. Variation in text appearance is most useful during the initial, short-term inter-study intervals. Interleaving is a theme where different topics are combined in the same study session and is unpopular with students but shown to be successful. Students' subjective competency ratings of new material are largely inaccurate. More in-depth processing and learning methods that give off a sense of lower competency are actually associated with improved long-term retention. Expanded-retrieval platforms should utilize these evidence-based components of learning to increase knowledge gain and retention within all fields of medical education.
Indexed as
Identifiers
What OpenQuestion holds
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.