Evidence map›Paper›PMID 40786430›Full record

ArticleCureus2025

Impact of Learning Style on Medical Students' Satisfaction With Hands-On Procedural Training.

Hunter Cohn, Marley Sternberg, Madeline Evans, Swetha Reddy, Emily Vu, Katiya Barkho, Ward Hedges, Sabrina Khan, Daniel DeWeert

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

9 authors.

Hunter CohnMedical Education, Wayne State University School of Medicine, Detroit, USA.
Marley SternbergMedical Education, Wayne State University School of Medicine, Detroit, USA.
Madeline EvansMedical Education, Wayne State University School of Medicine, Detroit, USA.
Swetha ReddyMedical Education, Wayne State University School of Medicine, Detroit, USA.
Emily VuMedical Education, Wayne State University School of Medicine, Detroit, USA.
Katiya BarkhoMedical Education, Wayne State University School of Medicine, Detroit, USA.
Ward HedgesMedical Education, Wayne State University School of Medicine, Detroit, USA.
Sabrina KhanMedical Education, Wayne State University School of Medicine, Detroit, USA.
Daniel DeWeertMedical Education, Wayne State University School of Medicine, Detroit, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction Hands-on procedural training is a cornerstone of medical education, yet little is known about how individual learning styles influence students' perceived relevance of procedural training. We explored the impact of learning styles on pre-clerkship medical students' perceptions of hands-on procedural training. Materials and methods A total of 151 pre-clerkship medical students (72% response rate; 66 males, 85 females) participated in an optional procedural training day comprising three one-hour workshops covering 22 different procedures. Participants completed an exit survey assessing their learning style per Kolb's Experiential Learning Styles (Accommodating, Assimilating, Converging, and Diverging) and satisfaction with the training, including engagement, enjoyment, and effect on their career outlook. One-way analysis of variance (ANOVA) and Tukey's honestly significant difference post hoc test were used to compare satisfaction levels of students based on learning style. Results The 151 survey respondents comprised 34 Accommodating (23%), 25 Assimilating (17%), 66 Converging (44%), and 26 Diverging learners (17%). Across all learning styles, students averaged high scores for satisfaction, with the mean exceeding 6 on a 7-point Likert scale for engagement, enjoyment, and future career outlook. Between learning groups, Assimilating and Accommodating learners reported the highest enjoyment scores, while Diverging learners reported lower enjoyment compared to these groups (p<0.05). No statistically significant differences were observed between learning styles for engagement or future career outlook. Students who attended sessions aligned with their preferred specialty reported higher satisfaction, particularly among Accommodating, Converging, and Diverging learners (p<0.01). While Kolb's Experiential Learning Model provided a framework for exploring learner variation, its limitations are recognized, and unmeasured factors such as prior procedural experience or baseline interest may have influenced satisfaction. The absolute differences between groups, however, were small, suggesting limited practical or educational significance despite statistical significance. Conclusions Hands-on procedural training was well-received by pre-clerkship students across all Kolb learning styles, with consistently high satisfaction scores. While some statistically significant differences in enjoyment emerged between learner groups, these differences were small and unlikely to warrant substantial modification of current instructional approaches. This study contributes to the limited literature on how learning styles influence early procedural medical education, suggesting that hands-on procedural training can serve diverse learning styles effectively without extensive adaptation. Future research may explore whether incorporating minor reflective elements could further optimize engagement for certain learner groups.

Indexed as

customized medical educationinnovation in medical educationmultimodal learning stylespreclinical medical studentsprocedural skills training

Identifiers

PMID40786430
PMCPMC12331535

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.