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Updated: May 6, 2026

Intraoperative Gastroscopy for Tumor Localization in Laparoscopic Surgery for Gastric Adenocarcinoma
Published on: August 9, 2016
The Lake Wobegon effect is real: All general surgery residents appear to be better than average
Thomas Szabo Yamashita1, Vicky J H Yeh1, Sarah Lund1
1Mayo Clinic, Department of Surgery, 200th 1st Street, Rochester, MN 55905, USA.
Abstract:
Resident evaluations remain controversial. Metric systems are employed to objectify evaluations. Our institution adopted the question "Relative to all other trainees that I have supervised over my career, I place this individual's performance in the following percentile" with the goal of objectifying the evaluations. We report the distribution and the correlation of this value to other evaluation parameters.
Design:
Retrospective single-institution review of general surgery resident evaluations (2008-2020). Demographic characteristics, level of training and internal evaluation variables were collected. Percentile distribution and association between subjective and objective measures were analyzed.
Results:
3117 evaluations (116 residents) were reviewed. 96% had the percentile question answered. Faculty ranked 68% of residents at or above 80th percentile. Faculty subjective evaluation on residents' overall performance and technical skills correlate with resident objective assessment scores in PGY-1 and -2 but not in PGY-3 to PGY-5.
Conclusion:
Rank failed to produce a bell-shaped curve, remaining right-skewed; indicating grade inflation. The lack of association between variables indicates that both assessments remain useful for residency programs. Work is needed to benchmark evaluations, ensuring proper feedback about performance.
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