Evidence map›Paper›PMID 42482863›Full record

ReviewInternational journal of women's health2026

Effectiveness of Simulation-Based Gynecologic Endoscopy Training: A Systematic Review Comparing Objective Technical Skill Performance.

Ichnandy Arief Rachman, Togas Tulandi, Heru Pradjatmo, Sunarno Sunarno, Muhammad Yurizar Yudhistira, Ronny Wijaya, Memory Motivanisman Waruwu

Abstract readReview
In one paragraph

Review in International journal of women's health, 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

7 authors.

Ichnandy Arief RachmanDoctoral Program of Faculty of Medicine, Public Health, and Nursing; Gadjah Mada University, Yogyakarta, Indonesia.
Togas TulandiDepartment of Obstetrics and Gynecology; McGill University, Montreal, Canada.
Heru PradjatmoDepartment Obstetrics and Gynecology; Sardjito National Referral Hospital/Gadjah Mada University, Yogyakarta, Indonesia.
Sunarno SunarnoDepartment of Nuclear Engineering and Physical Engineering; Gadjah Mada University, Yogyakarta, Indonesia.
Muhammad Yurizar YudhistiraFaculty of Medicine; Sebelas Maret University, Surakarta, Indonesia.
Ronny WijayaDepartment of Nuclear Engineering and Physical Engineering; Gadjah Mada University, Yogyakarta, Indonesia.
Memory Motivanisman WaruwuDepartment of Nuclear Engineering and Physical Engineering; Gadjah Mada University, Yogyakarta, Indonesia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: Simulation-based training may accelerate the learning curve in a controlled environment, with potential benefits including improved technical performance, procedural efficiency, and patient safety. This systematic review evaluated the effectiveness of simulation-based training, using standardized assessment measures, in gynecologic endoscopy. Methods: We conducted an electronic database search of PubMed, Scopus and ScienceDirect from inception to November 2024. The study was designed, conducted, and reported in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) 2020 guidelines. Eligible studies provided data on participant characteristics, simulation modality, training duration, intervention, and standardized assessment measures for simulation-based gynecologic endoscopy training. Risk of bias was assessed using the Joanna Briggs Institute tool. Results: Nine studies involving 342 participants were included, comprising 206 trainees in intervention-control comparisons and 136 participants in proficiency-level comparisons. Simulation modalities included box trainers, virtual reality simulators, and high-fidelity models, with training durations ranging from 90 minutes to 12 months. Overall, simulation-based training and higher proficiency levels were associated with superior objective technical performance in gynecologic endoscopy. Conclusion: This systematic review demonstrates that simulation-based training is associated with improved objective technical performance as measured by standardized assessment tools in gynecologic endoscopy.

Indexed as

endoscopyglobal rating scalesgynecologiclaparoscopysimulation training

Identifiers

PMID42482863
PMCPMC13387187

What OpenQuestion holds

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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.