Evidence map›Paper›PMID 42438527›Full record

ArticleMedical science educator2026

Go With the Flow: Visualizing Embryological Development with Concept Maps to Supplement Learning.

Madison E Bachler, Gurvinder Kaur

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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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.

Madison E BachlerGraduate School of Biomedical Sciences, Texas Tech University Health Sciences Center, Lubbock, TX 79430 USA.
Gurvinder KaurGraduate School of Biomedical Sciences, Texas Tech University Health Sciences Center, Lubbock, TX 79430 USA.ORCID 0009-0001-6216-8824

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Embryology is a challenging subject for first-year medical students, with limited resources available to enhance comprehension. Embryology flow-chart style concept maps were developed as an active learning resource to improve comprehension and performance. Starting each week of the Anatomy, Histology, and Embryology (AHE) course, which is organized into three consecutive instructional units ("Unit 1", "Unit 2", and "Unit 3"), students received fillable concept map templates aligning with embryology lecture content. A pre-quiz with rationales assessed baseline knowledge at week's end. The subsequent week, faculty-vetted, completed versions of concept maps were provided for comparative analysis. Comprehensive post-quiz was provided before each unit's summative exam. Summative exam performance on embryology topics was analyzed, and a comprehensive survey evaluated student interest and the perceived effectiveness of concept maps. At AHE onset, 72% (n = 99) of students were either unfamiliar or somewhat familiar with embryology content. Across the three instructional units, a majority of respondents reported using the concept maps to review embryology material without relying on lecture notes or slides, indicating active engagement with the material (Unit 1: 62%, n = 47; Unit 2: 44%, n = 73; Unit 3: 44%, n = 72). Most students (85%, n = 127) found the concept maps extremely or moderately useful. Student performance on post-quizzes significantly improved as compared to pre-quizzes. Students who utilized concept maps or participated in quizzes performed significantly better on summative exam embryology questions than non-participants. These findings suggest that flowchart-style concept maps and the embryology quizzes are a valuable, active-learning strategy for improving comprehension and performance. Supplementary Information: The online version contains supplementary material available at 10.1007/s40670-026-02743-2.

Indexed as

Active learningConcept mapsEmbryologyFlowchartsSummative exam performance

Identifiers

PMID42438527
PMCPMC13356221

What OpenQuestion holds

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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.