Evidence map›Paper›PMID 42571778›Full record

ArticleJournal of educational evaluation for health professions2026

Short-term knowledge gains and learner satisfaction after a basic radiology course for family medicine residents in a 3-dimensional virtual environment: a multi-cohort pretest-posttest study in Spain.

Alberto Pino-Postigo, Rocio Lorenzo-Alvarez, Dolores Dominguez-Pinos, Eugenio Lázaro Navarro-Sanchis, Eduardo Ochando-Pulido, Miguel Jose Ruiz-Gomez, Francisco Sendra-Portero

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Article in Journal of educational evaluation for health professions, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Alberto Pino-PostigoDepartment of Radiology and Physical Medicine, Faculty of Medicine, University of Malaga, Malaga, Spain.
Rocio Lorenzo-AlvarezDepartment of Human Physiology, Faculty of Medicine, University of Malaga, Malaga, Spain.
Dolores Dominguez-PinosDepartment of Radiology and Physical Medicine, Faculty of Medicine, University of Malaga, Malaga, Spain.
Eugenio Lázaro Navarro-SanchisDepartment of Radiology and Physical Medicine, Faculty of Medicine, University of Malaga, Malaga, Spain.
Eduardo Ochando-PulidoDepartment of Radiology, Hospital Universitario Virgen de la Victoria, Malaga, Spain.
Miguel Jose Ruiz-GomezDepartment of Radiology and Physical Medicine, Faculty of Medicine, University of Malaga, Malaga, Spain.
Francisco Sendra-PorteroDepartment of Radiology and Physical Medicine, Faculty of Medicine, University of Malaga, Malaga, Spain. sendra@uma.es.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeThis study aimed to evaluate a structured basic radiology course for Family Medicine residents delivered in a 3-dimensional (3D) virtual environment (Second Life). We hypothesized that participation would be associated with higher post-course knowledge test scores and high learner satisfaction.

methodsA quasi-experimental multi-cohort pretest-posttest study was conducted across 3 consecutive cohorts of Family Medicine residents in Spain in 2019. Ninety-six participants engaged in a 15-day course combining synchronous and asynchronous activities. Sixty-five participants provided paired pre- and post-intervention knowledge assessments, which were analyzed using paired t-tests. Learner satisfaction was evaluated using a structured questionnaire with Likert-scale items, numerical ratings (0-10), and open-ended responses. Pre- and post-test scores and ratings were compared using paired t-tests, and Mann-Whitney U tests were used for Likert-scale data. Qualitative data from open-ended responses were analyzed using thematic coding.

resultsParticipants had significantly higher post-course knowledge test scores, increasing from 47.4±11.6 to 58.2±11.9 (mean difference, 10.8; P<0.001; paired-sample Cohen's d [dz]=0.67). High agreement was observed across most satisfaction items, with median scores ranging from 4 to 5. Content relevance, usefulness for clinical practice, and instructor performance received the highest ratings. Lower scores were observed for peer interaction and platform usability.

conclusionA structured radiology course delivered in a 3D virtual environment was associated with higher immediate post-course knowledge test scores and high learner satisfaction among Family Medicine residents. The findings support the feasibility of repeated course delivery, although controlled studies are warranted.

Indexed as

Family PracticeInternship and ResidencyPersonal SatisfactionRadiologyVirtual RealityAdultClinical CompetenceCohort StudiesEducational MeasurementFemaleHumansMaleSpainSurveys and QuestionnairesComputer simulationEducational measurementFamily practiceInternship and residencyRadiology educationSpain

Identifiers

PMID42571778
PMCPMC13575735

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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.