Department of Anesthesiology and Pain Medicine, University of Alberta, Edmonton, Alberta, Canada.
J Thorac Cardiovasc Surg. 2010 Aug;140(2):267-73. doi: 10.1016/j.jtcvs.2010.02.052. Epub 2010 May 23.
Since 1989, data have been reported to the Society of Thoracic Surgeons National Adult Cardiac Surgery Database for quality improvement. This information is also data mined for national quality indicators, policy initiatives, and research. Such use has important limitations, because data elements cannot be verified for accuracy. We determined variability of disease etiology and operative data database elements when abstracted by untrained physician abstractors.
We selected 30 patients who underwent cardiovascular surgery from January to December 2005 (10 each of coronary artery bypass grafting, mitral valve repairs, and aortic valve and associated aortic procedures). Four abstractors (2 cardiothoracic residents and 2 fellows) abstracted 28 variables. Results were compared with abstraction performed by a professional abstractor.
Median percentage agreement among all cases was 89% (range, 42%-100%). Agreements were 94% (28%-100%) for mitral valve, 84% (48%-100%) for aortic valve, and 93% (35%-100%) for coronary artery bypass grafting. Among the aortic valve group, etiology of aortic valve disease had poor agreement (68%) because of cases in which multiple definitions could apply. Degree of valvular regurgitation also had poor agreement (median, 67%; range, 28%-95%). Number of internal thoracic artery grafts and absence of significant valvular disease were reported consistently. Agreements between types of aortic valve procedure and between methods of mitral valve repair (65% and 83%, respectively) were less than expected.
We found variable agreement among untrained data abstractors. This has important implications regarding interpretation of database studies with de-identified data. Without good quality control and consistent standardized definitions, aggregate data in clinical databases may be suspect.
自 1989 年以来,数据已向胸外科医师学会国家成人心脏外科学术数据库报告,以用于质量改进。这些信息还被用于挖掘国家质量指标、政策倡议和研究。这种使用有重要的局限性,因为数据元素无法验证准确性。我们确定了当未经训练的医师记录员提取时,疾病病因和手术数据数据库元素的变异性。
我们选择了 2005 年 1 月至 12 月期间进行心血管手术的 30 名患者(冠状动脉旁路移植术、二尖瓣修复术和主动脉瓣及相关主动脉手术各 10 例)。四名记录员(两名心胸外科住院医师和两名研究员)提取了 28 个变量。结果与专业记录员的记录进行了比较。
所有病例的中位数百分比一致性为 89%(范围为 42%-100%)。二尖瓣的一致性为 94%(28%-100%),主动脉瓣为 84%(48%-100%),冠状动脉旁路移植术为 93%(35%-100%)。在主动脉瓣组中,主动脉瓣疾病的病因具有较差的一致性(68%),因为有多种定义适用。瓣膜反流程度的一致性也较差(中位数为 67%;范围为 28%-95%)。内乳动脉移植的数量和无明显瓣膜疾病的情况报告一致。主动脉瓣手术类型之间以及二尖瓣修复方法之间的一致性(分别为 65%和 83%)低于预期。
我们发现未经训练的数据记录员之间存在可变的一致性。这对于使用匿名数据的数据库研究的解释具有重要意义。如果没有良好的质量控制和一致的标准化定义,临床数据库中的汇总数据可能值得怀疑。