Evidence map›Paper›PMID 42231353›Full record

ArticleBMC medical education2026

A novel virtual reality-based educational module to address gaps in morphine titration training among medical students.

Laura Limonta, Valeria Martinez

Abstract read
In one paragraph

Article 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.

Laura LimontaUniversité Paris-Saclay, UVSQ, Inserm, LPPD, Boulogne, 92100, France. dralimonta96@gmail.com.
Valeria MartinezUniversité Paris-Saclay, UVSQ, Inserm, LPPD, Boulogne, 92100, France.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionEffective intravenous morphine titration is critical for managing severe pain, particularly during the ongoing opioid crisis. However, current medical curricula often lack adequate practical training in this area.

methodsThis study evaluated fifth-year medical students' theoretical knowledge and practical experience of intravenous morphine titration and developed a virtual reality simulation module to address educational gaps. Initially, students' self-perceived knowledge, practical skills, and confidence were assessed through subjective questionnaires, followed by an objective and quantitative questionnaire to evaluate theoretical knowledge. Based on identified gaps, a VR teaching module was developed using the Uptale platform, aligned with the second-cycle curriculum, and designed to enhance engagement and provide a realistic learning experience.

resultsSignificant knowledge gaps were identified among the 167 students tested: 80.83% reported understanding morphine titration, only 24.70% reported knowing how to perform it, and a mere 4% felt confident. The quantitative assessment highlighted deficiencies in knowledge regarding dilution, administration frequency, and monitoring of morphine titration. The VR teaching module, tested by 48 students, was developed to address these needs, featuring four progressively difficult patient scenarios covering key curriculum points for second-cycle students. The immersion questionnaire revealed high levels of spatial presence, affordance, and enjoyment in the VR environment. Most students agreed that the VR simulation effectively captured their attention and provided a realistic learning experience.

conclusionsThe study highlights substantial deficiencies in practical training for morphine titration in medical education. VR simulations may offer an immersive and engaging platform to bridge these gaps, allowing students to practice safely. Future research should explore the long-term impact of VR-based training on clinical performance and patient outcomes.

Indexed as

Analgesics, OpioidEducation, Medical, UndergraduateMorphineStudents, MedicalVirtual RealityClinical CompetenceCurriculumFemaleHumansMalePain ManagementSurveys and QuestionnairesAnalgesics, OpioidMorphineMedical educationMorphine titrationPain managementSimulationVirtual reality

Identifiers

PMID42231353
PMCPMC13450062

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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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.