ArticleBMC ophthalmology2025
Cumulative Summation (CUSUM)-as a tool for objective analysis of learning curve for surgeons in acquiring competency in phacoemulsification.
Article in BMC ophthalmology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.
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Who cites it
2 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Long-term efficacy and learning curves of Cohen and modified Glenn-Anderson pneumovesicoscopic ureteral reimplantation for primary obstructive megaureter: a retrospective cohort study with meta-analysis.Pediatric surgery international · 2026Pooled it
- Construct validity of five phacoemulsification modules on the EyeSi surgical simulator: a cross-sectional study across three levels of surgical expertise.International ophthalmology · 2026Article
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Authors and funding
5 authors.
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Abstract
backgroundPhacoemulsification is the most widely performed cataract surgery and a key indicator of surgical competency for ophthalmologists. This study applies cumulative summation (CUSUM) analysis to a large national dataset to identify the number of cases required for trainees to reach proficiency, with the goal of enhancing training standards and ensuring patient safety.
methodsThis retrospective study focuses on the phacoemulsification performed at the healthcare centres under the Ministry of Health, Malaysia. The study used data from the web-based Cataract Surgery Registry. The target group consisted of provisional surgeons who completed the training programme between January 1, 2013, and December 31, 2020. As posterior capsular rupture (PCR) is the most common complication in phacoemulsification, it is widely accepted as a competency benchmark. The study utilised CUSUM analysis to assess the occurrence of PCR for consecutive cases. The average CUSUM scores of all surgeons were plotted to generate a graph. The point at which the learning curve levels off was determined by employing a polynomial graph in Microsoft Excel.
resultsOur result was based on the phacoemulsification cases performed by a cohort of 230 provisional surgeons. By aggregating the CUSUM scores of all participating surgeons, we observed that the graph representing the learning curve reached a plateau after 75 cases.
conclusionThe learning curve was constructed using the CUSUM score, and surgeons required at least 75 cases to achieve competency in phacoemulsification.
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