ArticleAdvances in medical education and practice2026
VR Simulation-Based vs Traditional Apprenticeship Training in Gynecological Laparoscopy: A Comparative Survey of Residents' Expectations, Skills Acquisition, and Training Structure.
Article in Advances in medical education and practice, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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.
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.
Who cites it
1 citing paper in PubMed.
- Knowledge Acquisition, Self-Assessed Competence, and Simulator-Based Performance in a Structured Laparoscopic VR Curriculum for Obstetrics and Gynecology Residents: A Single-Center Observational Study.Advances in medical education and practice · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Simulation has emerged as a transformative method in surgical education, offering reproducible training in risk-free environments. While widely adopted in Western Europe and North America, traditional apprenticeship remains dominant in Central and Eastern Europe, raising concerns about skill acquisition and standardization. Objective: This study compared obstetrics and gynecology residents' perceptions of simulation-based versus apprenticeship laparoscopy training in Poland, focusing on expectations, skills acquisition, instructor engagement, and training structure. Methods: A cross-sectional survey was conducted among 59 residents: 29 completed structured VR simulation-based courses and 30 participated in operating room apprenticeship. Data were collected using two course-specific questionnaires, from which nine comparable parameters were extracted. Chi-square tests were applied where distributions allowed; other items were analyzed descriptively. Results: Simulation participants reported significantly greater fulfillment of expectations (96.6% large/very large vs 6.7% apprenticeship; χ Conclusion: VR Simulation-based laparoscopy training was perceived as superior across expectations, skills acquisition, and structural factors. These findings, aligned with international literature, support integrating simulation as a mandatory component of gynecology residency curricula in Poland to improve both resident competence and patient safety.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.