Learning
Are Anki flashcards associated with higher medical-school exam scores?
Open access · CC BY 4.0 · source: Europe PMC
Anki users had higher examination scores in one medical-school cohort after adjustment for MCAT scores, but self-selection prevents a causal conclusion.
How this study connects
Role on claims
Each row is a claim on a concept or method page where this paper supports, challenges, or qualifies the statement. Roles are hand-checked — not a model guess.
Newly covered practice-schedule studies show better delayed vocabulary recall after distributed sessions, better transfer after retrieval with feedback than plain rereading, and benefits of mixed physics homework on surprise tests. Their comparisons and outcomes differ, so they do not justify a single universal learning gain.
Scope note — Flashcard use was observational; exam associations do not establish causation.
Limits the claim's scope: a different population, assay, or outcome.
An app-use association cannot certify the app or its algorithm.
Anki users had higher medical-school exam scores after adjustment for MCAT, but use was self-selected. This association does not isolate spacing from retrieval, motivation, other resources, or time studying.
Evidence for the claim as stated.
The studies use different intervals, materials and tests: word-pair recall over days and weeks, novice diagnostic interpretation, and course-end exams. They do not yield one optimal spacing interval or one pooled gain.
Evidence for the claim as stated.
Higher scores among users are evidence of association, not an app treatment effect.
Anki flashcard users had higher course-end and year-end exam scores than never-users after MCAT adjustment. Self-selection, other resources and small later subgroups prevent a causal claim about flashcards improving exam performance.
Evidence for the claim as stated.
Laboratory transfer questions, delayed word translations, and medical-school examinations are different outcomes. These studies do not isolate a single retrieval mechanism or establish transfer to clinical work.
Evidence for the claim as stated.
Open questions
Tensions this paper is part of
From concept pages' “where studies disagree.” Disagreement means the same question; scope means different assays, populations, or outcomes.
The studies use different intervals, materials and tests: word-pair recall over days and weeks, novice diagnostic interpretation, and course-end exams. They do not yield one optimal spacing interval or one pooled gain.
Laboratory transfer questions, delayed word translations, and medical-school examinations are different outcomes. These studies do not isolate a single retrieval mechanism or establish transfer to clinical work.
History
When this study was placed
Dated entries from the concept change log — when this paper was added or removed as support, challenge, or qualifier on a claim.
Placed as a scope qualifier on Learning
Newly covered practice-schedule studies show better delayed vocabulary recall after distributed sessions, better transfer after retrieval with feedback than plain rereading, and benefits of mixed physics homework on surprise tests. Their comparisons and outcomes differ, so they do not justify a single universal learning gain.
Study at a glance
- Design
- Cohort — Non-randomised cohort comparison; MCAT-adjusted exam-score analyses
- N
- N=130 · 78 ever-users and 52 never-users; exam-specific Anki samples 48, 39, 23 and 10
- Population
- First-year medical students at Boonshoft School of Medicine, class of 2025
- Outcome
- Three course-end examinations and an end-of-year basic-science assessment
- Comparison
- Anki users for each exam versus students who never used Anki, adjusting for MCAT
- Test delay
- Course-end and end-of-year exams; no fixed item-to-test retention interval
Structured fields used in claim comparison tables when every cited study has a complete layer.
Inspect source passages
Are Anki flashcards associated with higher medical-school exam scores?
These passages occur verbatim in the stored paper text. They support the points listed below; they do not verify every statement in the explanation.
Who participated and how large was the analysed sample?
Of the 130 students from the BSOM Class of 2025, 78 (60.0%) used Anki for at least one exam.
What is the main limit on applying this result?
Although a number of Anki user statistics were correlated with exam scores in the bivariate correlations, none were independently associated with exam scores for Course I, Course III, and the CBSE in the regression models.
Key findings
Anki users scored higher on all four examined assessments after MCAT adjustment. Usage statistics did not provide a consistent recipe for success across exams. The Anki subgroup shrank from 48 for the first course to 10 for the end-of-year assessment, and users had higher baseline MCAT scores overall. This is evidence of an association between flashcard use and exam performance, not proof that the app caused the difference.
Methodology
The study followed a class of 130 first-year medical students at Boonshoft School of Medicine. Seventy-eight used Anki for at least one exam and 52 never used it. The researchers linked course and end-of-year exam scores, MCAT percentiles, surveys, and submitted Anki statistics. For each exam, students using Anki for that exam were compared with never-users, with MCAT included as a covariate; participation was not randomly assigned.
Limitations
Motivation, other resources, study time and survey-response selection may explain part of the association despite MCAT adjustment. It was a single institution with small later subgroups. Exams were course-end and year-end assessments rather than equal-delay retention tests. The study does not validate a specific daily card count, scheduling algorithm, or transfer to clinical care; it also does not evaluate PaperFren or NoteFren.
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