Evidence map›Paper›PMID 41957741›Full record

ArticleBMC medical education2026

Virtual reality simulator-based assessment of non-technical skills in eye surgery: managing complex cataract surgery.

Lauriana Solecki, Rémi Yaïci, Léonard Sidhoum, Nabil Chakfé, Anne Lejay, Nicole Neumann, Emilia Koestel, Salome Kuntz, David Gaucher, Arnaud Sauer and 2 more

Abstract readComparative Study
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.

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0citing papers in PubMed
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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

12 authors.

Lauriana SoleckiDepartment of Ophthalmology, Strasbourg University Hospital, 1 place de l'Hôpital, BP426, 67091 Strasbourg Cedex, Strasbourg, France. lauriana.solecki@chru-strasbourg.fr.
Rémi YaïciDepartment of Ophthalmology, Strasbourg University Hospital, 1 place de l'Hôpital, BP426, 67091 Strasbourg Cedex, Strasbourg, France.
Léonard SidhoumDepartment of Ophthalmology, Strasbourg University Hospital, 1 place de l'Hôpital, BP426, 67091 Strasbourg Cedex, Strasbourg, France.
Nabil ChakféGepromed medical hub for patient safety, Strasbourg, France.
Anne LejayGepromed medical hub for patient safety, Strasbourg, France.
Nicole NeumannGepromed medical hub for patient safety, Strasbourg, France.
Emilia KoestelDepartment of Ophthalmology, Strasbourg University Hospital, 1 place de l'Hôpital, BP426, 67091 Strasbourg Cedex, Strasbourg, France.
Salome KuntzGepromed medical hub for patient safety, Strasbourg, France.
David GaucherDepartment of Ophthalmology, Strasbourg University Hospital, 1 place de l'Hôpital, BP426, 67091 Strasbourg Cedex, Strasbourg, France.
Arnaud SauerDepartment of Ophthalmology, Strasbourg University Hospital, 1 place de l'Hôpital, BP426, 67091 Strasbourg Cedex, Strasbourg, France.
Léa DormegnyDepartment of Ophthalmology, Strasbourg University Hospital, 1 place de l'Hôpital, BP426, 67091 Strasbourg Cedex, Strasbourg, France.
Tristan BourcierDepartment of Ophthalmology, Strasbourg University Hospital, 1 place de l'Hôpital, BP426, 67091 Strasbourg Cedex, Strasbourg, France.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundNon-technical skills (NTS) are cognitive, social, and personal abilities that, when combined with technical skills (TS), contribute to surgical competence through safe and efficient task performance. The objective of this study was to develop and implement a simulation-based training model that integrates both NTS and TS in complex cataract surgery.

methodsA comparative study was performed. Ophthalmology residents with experience in cataract surgery ranging from novice to beginner level were enrolled. During the first step, the participants were engaged in a “training simulation” on the Eyesi® Surgical simulator (CAT-D module: Advanced courses: white cataract). During the second step, an “evaluative simulation” was conducted using the Eyesi® simulator on the same complex case. After each simulation, participants were rated using HUFOES score (HUman Factors in intraoperative Ophthalmic Emergencies Scoring System) for NTS and Eyesi® performance score for TS. The primary outcome was the comparison of NTS (HUFOES score) between training and evaluative simulations. A p-value under 0.05 was considered significant.

resultsA total of 14 ophthalmology residents were included with a median age of 27 (interquartile range [IQR] 25–28). They had undergone a median of 30 cataract surgeries prior to the study (IQR 10–60). The mean global HUFOES score significantly improved between the simulations (from 42.0 ± 6.7 after the training simulation to 75.2 ± 6.3 after the evaluative simulation; p < 0.001). A positive correlation was identified between the different items of the HUFOES score following each simulation (p < 0.001). In multivariate analysis, the HUFOES score after the evaluative simulation was significantly associated with the HUFOES score after the training simulation (β = 0.49; p = 0.019) and with participant age (β = +1.89 per year; p = 0.008).

conclusionsA surgical simulation-based training program with debriefing led to a significant improvement in NTS for residents with a mean experience in cataract surgery ranging from novice to beginner level. NTS training could be implemented in a simulated environment and incorporated into the ophthalmology residents’ training curriculum for cataract surgery learning.

Indexed as

Cataract ExtractionClinical CompetenceInternship and ResidencyOphthalmologySimulation TrainingVirtual RealityAdultComputer SimulationEducational MeasurementFemaleHumansMaleCapsulorhexisCataractEyesiEye surgeryNon-technical skills

Identifiers

PMID41957741
PMCPMC13217936

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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.