Related Experiment Video
Updated: Feb 26, 2026

Author Spotlight: Advancements in Refractive Surgical Correction for Presbyopia and Exploring Postoperative Visual Acuity
Published on: September 20, 2024
Cumulative sum analysis score and phacoemulsification competency learning curve
Gustavo Vedana1,2, Filipe G Cardoso2, Alexandre S Marcon2
1Wilmer Eye Institute, Johns Hopkins Medical Institutions, Baltimore 21287, USA.
The cumulative sum analysis score (CUSUM) objectively maps the phacoemulsification learning curve. On average, trainees required 38 cases to achieve competency, demonstrating the utility of CUSUM analysis in surgical education.
Area of Science:
- Ophthalmology
- Surgical Education
- Medical Statistics
Background:
- Phacoemulsification is a key cataract surgery technique.
- Assessing surgical competency objectively is crucial for patient safety and effective training.
- Traditional methods for evaluating surgical skills may lack objectivity and statistical rigor.
Purpose of the Study:
- To objectively construct the learning curve for phacoemulsification competency using the cumulative sum analysis score (CUSUM).
- To establish objective benchmarks for posterior capsule rupture (PCR) and best-corrected visual acuity (BCVA) outcomes during surgical training.
Main Methods:
- Three second-year residents and one consultant performed 70 phacoemulsification cases each.
- Cumulative sum analysis (CUSUM) was applied to analyze outcomes regarding posterior capsule rupture (PCR) and best-corrected visual acuity (BCVA).
- Defined acceptable (<5% PCR, <10% BCVA worse than 20/40) and unacceptable (>10% PCR, >20% BCVA worse than 20/40) rates to establish competency thresholds.
Main Results:
- No significant differences in patient demographics or cataract grades were observed between groups.
- Trainees achieved CUSUM competency for PCR at an average of 38 cases (ranging from 22 to 41 cases).
- Competency for best-corrected visual acuity was achieved earlier, with one trainee reaching it by the 14th case, while another did not reach it within 70 cases.
Conclusions:
- The CUSUM analysis provides an objective method for constructing the phacoemulsification learning curve.
- Surgical competency in phacoemulsification, as measured by CUSUM, requires an average of 38 cases for trainees.
- CUSUM analysis can identify variations in learning trajectories for different surgical outcomes like PCR and BCVA.
More Related Videos
04:59Author Spotlight: Enhancing Visual Outcomes in Cataract Surgery: A Novel Technique to Prevent Posterior Capsular Opacification Through IOL Rotation
Published on: July 7, 2023
05:04Author Spotlight: Evaluating Clinicians' Adoption of Ultrasound-Guided Vascular Cannulation Through Simulation Training
Published on: August 9, 2024
Related Concept Videos
Angle Closure Glaucoma: Treatment
Glaucoma: Overview
z Scores and Area Under the Curve