Evidence map›Paper›PMID 42289672›Full record

ArticleBMC medical education2026

The learning curve of a high-fidelity cataract surgical simulator.

Mingxue Ren, Hangdong Dai, Ziyi Dong, Lingxia Ye, An-Peng Pan, Kaijing Zhou, Yimin Yuan, Xu Xu

Abstract read
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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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Mingxue Ren *National Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, China.
Hangdong Dai *The First Affiliated Hospital of Ningbo University, Ningbo, China.
Ziyi DongNational Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, China.
Lingxia YeNational Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, China.
An-Peng PanNational Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, China.
Kaijing ZhouNational Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, China.
Yimin YuanNational Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, China.
Xu XuNational Clinical Research Center for Ocular Diseases, Eye Hospital, Wenzhou Medical University, Wenzhou, China. xuxuwz@wmu.edu.cn.

Funding

the General Research Project of Zhejiang Provincial Department of Education Y202147087
6 · The paper itself

Abstract

objectiveTo identify the number of iterations required to reach a performance plateau for each module on the HelpMeSee MSICS high‑fidelity cataract surgical simulator, and to evaluate the inter-rater reliability of the assessment rubric and the consistency of the simulator's visuo-haptic feedback.

methodsTwenty medical students (Group A) and 12 residents (Group B) were recruited. All participants performed 10 iterations on five modules of the HelpMeSee MSICS high-fidelity surgical simulator. All operation videos were recorded and scored by two observers using the simulator assessment rubric. Intraclass correlation coefficient, Friedman test, and Mann-Whitney U test were used to evaluate inter-rater reliability, intra-module learning curves, and inter-group differences, respectively.

resultsLearning curves were demonstrated in both groups across all five modules and total score (all P < 0.01). Residents achieved higher initial performance and reached performance plateaus earlier than students. Inter-rater reliability was excellent for all modules and total score (ICC > 0.80, all P < 0.05).

conclusionMedical students and residents without independent cataract surgery experience improved and reached performance plateaus on the simulator through repeated practice, suggesting that the simulator provided consistent visuo-haptic feedback conducive to initial skill acquisition. However, these simulator-based improvements did not directly translate to improved real-life surgical performance and required separate validation through clinical outcome studies.

Indexed as

Cataract ExtractionClinical CompetenceLearning CurveSimulation TrainingEducational MeasurementHumansInternship and ResidencyReproducibility of ResultsStudents, MedicalCataract surgeryLearning curveManual small incision cataract surgerySimulator

Identifiers

PMID42289672
PMCPMC13495427

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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.