Evidence map›Paper›PMID 41322734›Full record

ArticleCureus2025

Utilization Patterns and Perceptions of a Spaced Repetition Flashcard Program, Anki, Among First-Year Medical Students.

Hanna Nour, David M Harris

Abstract read
In one paragraph

Article in Cureus, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

Hanna NourAcademic Affairs, University of Central Florida College of Medicine, Orlando, USA.
David M HarrisMedical Education, University of Central Florida College of Medicine, Orlando, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionMedical students often turn to external resources to optimize their learning efficiency due to vast amounts of information. A popular resource is Anki (Ankitects Pty Ltd., New South Wales, Australia) a free, open-source flashcard program that leverages spaced repetition to enhance learning and retention. Studies have shown that spaced education enhances knowledge retention in medical education; however, few have specifically examined Anki's usage patterns and perceptions to identify potential interventions that could help enhance learning outcomes. The purpose of this study was to determine usage patterns and student perceptions of how they utilize Anki. Furthermore, this study looked at a deeper level of how students incorporated it into their lives outside of school.  Methods: First-year medical students at the University of Central Florida College of Medicine were recruited to participate in a survey. Deidentified demographic data were gathered, and the survey was open to both Anki and non-Anki users and incorporated question responses using the Likert scale. For Anki users, the survey examined their Anki usage structure, perceptions of Anki, and Anki in relation to life activities. Survey questions were created based on prior Anki experience and adapted from various topics on validated burnout surveys. Seventy-four percent of the first-year class participated in the survey. Quantitative analysis was performed using descriptive statistics and correlation tests on SPSS.

resultsMost students identified as Anki users (94%), emphasizing its role in medical education, and most users relied on pre-made cards (97.6%) and considered Anki as a key study strategy (62.6%). Most students preferred fill-in-the-blank cards (78%), 59% believed Anki boosted productivity compared to other study tools, and a substantial majority (87.8%) believed that Anki significantly contributes to their success in modules. Anki also affected "everyday" life activities. A majority (56.6%) reported multitasking with Anki during activities like exercising or eating. In addition, a Pearson correlation test revealed that the higher the percent study strategy of Anki, the stronger the perception of success (r= 0.621, p<0.001).  Conclusion: Most medical students use Anki as part of their study strategy. Faculty may be able to utilize these insights to optimize the implementation of Anki in medical education by helping students understand how to best utilize Anki's best practices. Future research could further explore students' reasons for how they use this resource.

Indexed as

anki flashcardsmedical educationmedical education resourcesspaced repetition flashcardsthird-party resources

Identifiers

PMID41322734
PMCPMC12662189

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.