Evidence map›Paper›PMID 41958511›Full record

ArticleJournal of medicine and life2026

Educational impact of a structured simulation-based orthopedic training program on technical and non-technical competency development: a prospective pre-post study.

Ionut Dudau, Dumitru Sutoi, Bogdan Chiu, Raluca Radbea, George Marin, Anda Nicoleta Ciontos, Vlad Mulcutan-Chis, Maria Sutoi, Ovidiu Alexandru Mederle, Bogdan Nicolae Deleanu

Abstract read
In one paragraph

Article in Journal of medicine and life, 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

10 authors.

Ionut DudauDoctoral School, Faculty of General Medicine, Victor Babes University of Medicine and Pharmacy Timisoara, Timisoara, Romania.
Dumitru SutoiDepartment of Surgery, Emergency Discipline, Victor Babes University of Medicine and Pharmacy, Timisoara, Romania.
Bogdan ChiuVictor Babes University of Medicine and Pharmacy, Timisoara, Romania.
Raluca RadbeaDoctoral School, Faculty of General Medicine, Victor Babes University of Medicine and Pharmacy Timisoara, Timisoara, Romania.
George MarinVictor Babes University of Medicine and Pharmacy, Timisoara, Romania.
Anda Nicoleta CiontosVictor Babes University of Medicine and Pharmacy, Timisoara, Romania.
Vlad Mulcutan-ChisVictor Babes University of Medicine and Pharmacy, Timisoara, Romania.
Maria SutoiPius Brinzeu Emergency County Hospital, Timisoara, Romania.
Ovidiu Alexandru MederleDepartment of Surgery, Emergency Discipline, Victor Babes University of Medicine and Pharmacy, Timisoara, Romania.
Bogdan Nicolae DeleanuVictor Babes University of Medicine and Pharmacy, Timisoara, Romania.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Contemporary orthopedic education faces reduced clinical exposure, increasing procedural complexity, and growing emphasis on patient safety. Simulation-based learning (SBL) offers a structured alternative to traditional apprenticeship models, enabling deliberate practice and competency-based assessment. This study evaluated the educational impact of a structured, hands-on, simulation-based orthopedic workshop on the development of technical and non-technical competencies among medical students. We conducted a prospective pre-post interventional study including 70 medical students across all 6 years of training. Participants completed pre- and post-intervention assessments evaluating self-confidence in musculoskeletal trauma management, perceived technical skills, non-technical competencies (communication, teamwork, situational awareness), motivation toward orthopedics, and theoretical knowledge through a 10-item multiple-choice questionnaire. Statistical analysis employed non-parametric testing (Wilcoxon signed-rank, Mann-Whitney U, Kruskal-Wallis). Effect sizes were calculated using r = Z/√N, with values > 0.5 indicating large effects. Internal reliability was assessed using Cronbach's alpha. Significant improvements were observed across all evaluated domains (all

Indexed as

Clinical CompetenceOrthopedicsSimulation TrainingFemaleHumansMaleProspective StudiesStudents, MedicalSurveys and Questionnairesmedical studentsnon-technical skillspre-post educational interventionsimulation-based learningsurgical skills trainingtechnical skills acquisition

Identifiers

PMID41958511
PMCPMC13059458

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

None linked

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.