A Method for Continuous Surgeon Improvement in Rectal Cancer: Risk-adjusted Cumulative Sum.

IF 6.4 1区 医学 Q1 SURGERY
Annals of surgery Pub Date : 2025-08-01 Epub Date: 2024-05-06 DOI:10.1097/SLA.0000000000006330
Davide Ferrari, Tommaso Violante, Amit Merchea, Eric Dozois, Robert A Vierkant, David W Larson
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引用次数: 0

Abstract

Objective: To develop and analyze a risk-adjusted cumulative sum (RA-CUSUM) chart as a potential method to monitor individual surgeon performance in robotic total mesorectal excision (TME) for rectal cancer.

Background: Currently, surgeons lack real-time tools to monitor and enhance their performance beyond residency completion. While national quality programs exist, granular, individual-level data are crucial for continuous improvement. Previous studies suggest cumulative sum charts hold promise in identifying performance trends and outliers.

Methods: This retrospective study analyzed data from 640 robotic TME cases performed by 12 surgeons at 2 institutions. RA-CUSUM charts were generated for 3 outcomes: (1) complications, (2) operative time, and (3) length of stay.

Results: The overall RA-CUSUM curves for operative time and complications showed an initial learning phase, followed by a plateau or downward slope, indicating proficiency or improvement. However, individual surgeon curves revealed significant heterogeneity. Three surgeons consistently excelled in operative time, while 5 minimized complications most effectively. Potential quality improvement could be implemented to drive performance toward positive outliers. No differences were found in unadjusted outcomes, including conversion, number of lymph nodes harvested, and positive circumferential margins.

Conclusions: The RA-CUSUM chart is a promising method for identifying individual surgeon performance in robotic TME. It could help surgeons, teams, and leaders identify improvement areas and benchmark themselves against positive outliers. Further studies are needed to explore the potential of RA-CUSUM for implementing interventions to improve surgical quality.

直肠癌外科医生持续改进的方法:风险调整累积总和。
目的开发并分析风险调整累积总和(RA-CUSUM)图表,作为监测外科医生在直肠癌机器人全直肠系膜切除术(TME)中个人表现的潜在方法:目前,外科医生缺乏实时工具来监控和提高他们在完成住院实习后的表现。虽然有国家质量计划,但细化的个人层面数据对持续改进至关重要。以往的研究表明,CUSUM 图表有望识别绩效趋势和异常值:这项回顾性研究分析了两家医疗机构的 12 名外科医生实施的 640 例机器人 TME 的数据。针对并发症、手术时间和住院时间这三个结果生成了 RA-CUSUM 图表:结果:手术时间和并发症的总体 RA-CUSUM 曲线显示了最初的学习阶段,随后出现高原或下降斜率,表明手术熟练程度提高或改善。然而,个体外科医生的曲线显示出显著的异质性。三名外科医生在手术时间方面一直表现优异,而五名外科医生则最有效地减少了并发症。可以实施潜在的质量改进措施,使其表现向正离群值靠拢。在未调整的结果方面,包括转归、淋巴结摘除数量和周缘阳性等,均未发现差异:RA-CUSUM图表是识别机器人TME中外科医生个人表现的一种有前途的方法。它可以帮助外科医生、团队和领导者确定改进领域,并以积极的异常值为基准。还需要进一步研究,探索 RA-CUSUM 在实施干预措施以提高手术质量方面的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Annals of surgery
Annals of surgery 医学-外科
CiteScore
14.40
自引率
4.40%
发文量
687
审稿时长
4 months
期刊介绍: The Annals of Surgery is a renowned surgery journal, recognized globally for its extensive scholarly references. It serves as a valuable resource for the international medical community by disseminating knowledge regarding important developments in surgical science and practice. Surgeons regularly turn to the Annals of Surgery to stay updated on innovative practices and techniques. The journal also offers special editorial features such as "Advances in Surgical Technique," offering timely coverage of ongoing clinical issues. Additionally, the journal publishes monthly review articles that address the latest concerns in surgical practice.
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