Evidence map›Paper›PMID 41814271›Full record

Trial reportBMC medical education2026

Effectiveness of a virtual reality simulation based on experiential learning theory for enhancing diabetic ketoacidosis management competencies: a randomized controlled trial.

Gyuli Baek, Eunju Lee

Abstract readRandomized Controlled Trial
In one paragraph

Trial report in BMC medical education, 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
–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.

Gyuli BaekDepartment of Nursing, Yeungnam University College, Daegu, Korea, Republic of.
Eunju LeeKeimyung University College of Nursing, Daegu, Korea, Republic of. vinuslee76@gmail.com.

Funding

Yeungnam University College 2025-4117
6 · The paper itself

Abstract

backgroundDiabetic ketoacidosis (DKA) is a life-threatening complication requiring rapid assessment and specialized nursing. This study evaluated a virtual reality (VR) simulation program grounded in Kolb’s experiential learning theory to enhance nursing students’ DKA care competencies.

methodsA randomized controlled trial was conducted with 44 nursing students (experimental: n = 22, control: n = 22) recruited via convenience sampling at a university in Korea. Participants were assigned using simple randomization. The primary outcomes were problem-solving ability and performance confidence; secondary outcomes included class evaluation, simulation design evaluation, and practice immersion. The experimental group received a VR-based program (lecture, VR, PBL, debriefing), while the control group engaged in e-book-based case simulation. The intervention was explicitly designed based on the four stages of Kolb’s experiential learning theory.

resultsThere were significant interaction effects between group and time for primary outcomes, indicating the experimental group had significantly greater improvements in problem-solving ability (F = 11.51, p = .002) and performance confidence (F = 4.87, p = .033) compared to the control group. For secondary outcomes, the experimental group scored significantly higher in class evaluation (t = 5.60, p < .001), simulation design evaluation (t = 5.88, p < .001), and practice immersion (t = 3.612, p = .001).

conclusionThe VR simulation program based on experiential learning theory was superior to e-book-based case simulation in enhancing students’ problem-solving skills and clinical confidence in DKA care. These findings support integrating VR simulation into nursing curricula as a superior pedagogical strategy to improve clinical readiness.

Indexed as

Clinical CompetenceDiabetic KetoacidosisEducation, NursingProblem-Based LearningSimulation TrainingVirtual RealityAdultFemaleHumansMaleProblem SolvingRepublic of KoreaStudents, NursingYoung AdultDiabetic ketoacidosis (DKA)Experiential learning theoryNursing educationVirtual reality simulation

Identifiers

PMID41814271
PMCPMC13093922

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.