Tighe D, Sassoon I, McGurk M
Queen Victoria Hospital NHS Foundation Trust , UK.
King's College London , Germany.
Ann R Coll Surg Engl. 2017 Apr;99(4):299-306. doi: 10.1308/rcsann.2016.0319. Epub 2016 Dec 5.
INTRODUCTION In 2013 all UK surgical specialties, with the exception of head and neck surgery, published outcome data adjusted for case mix for indicator operations. This paper reports a pilot study to validate a previously published risk adjustment score on patients from separate UK cancer centres. METHODS A case note audit was performed of 1,075 patients undergoing 1,218 operations for head and neck squamous cell carcinoma under general anaesthesia in 4 surgical centres. A logistic regression equation predicting for all complications, previously validated internally at sites A-C, was tested on a fourth external validation sample (site D, 172 operations) using receiver operating characteristic curves, Hosmer-Lemeshow goodness of fit analysis and Brier scores. RESULTS Thirty-day complication rates varied widely (34-51%) between the centres. The predictive score allowed imperfect risk adjustment (area under the curve: 0.70), with Hosmer-Lemeshow analysis suggesting good calibration. The Brier score changed from 0.19 for sites A-C to 0.23 when site D was also included, suggesting poor accuracy overall. CONCLUSIONS Marked differences in operative risk and patient case mix captured by the risk adjustment score do not explain all the differences in observed outcomes. Further investigation with different methods is recommended to improve modelling of risk. Morbidity is common, and usually has a major impact on patient recovery, ward occupancy, hospital finances and patient perception of quality of care. We hope comparative audit will highlight good performance and challenge underperformance where it exists.
引言 2013年,除头颈外科外,英国所有外科专科都公布了针对指标手术的病例组合调整后的结果数据。本文报告了一项试点研究,以验证先前发表的针对来自英国不同癌症中心患者的风险调整评分。方法 对4个外科中心1075例接受全身麻醉下1218例头颈鳞状细胞癌手术的患者进行病例记录审核。使用受试者工作特征曲线、Hosmer-Lemeshow拟合优度分析和Brier评分,在第四个外部验证样本(D站点,172例手术)上测试了一个先前在A-C站点内部验证过的预测所有并发症的逻辑回归方程。结果 各中心之间30天并发症发生率差异很大(34%-51%)。预测评分实现了不完美的风险调整(曲线下面积:0.70),Hosmer-Lemeshow分析表明校准良好。当也纳入D站点时,Brier评分从A-C站点的0.19变为0.23,表明总体准确性较差。结论 风险调整评分所反映的手术风险和患者病例组合的显著差异并不能解释观察到的结果中的所有差异。建议采用不同方法进行进一步调查,以改进风险建模。发病率很常见,通常对患者康复、病房占用、医院财务和患者对护理质量的认知有重大影响。我们希望比较审核能突出良好表现,并对存在的表现不佳情况提出挑战。