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利用行政数据识别急性失代偿性心力衰竭住院病例

Identification of Acute Decompensated Heart Failure Hospitalizations Using Administrative Data.

作者信息

Huang Hans, Turner Matthew, Raju Srihari, Reich Jon, Leatherman Sarah, Armstrong Katherine, Woods Patricia, Ferguson Ryan E, Fiore Louis D, Lederle Frank A

机构信息

Department of Medicine, University of Minnesota Medical Center, Minneapolis, Minnesota.

Department of Medicine, Center for Chronic Disease Outcomes Research, VA Health Care System, Minneapolis, Minnesota.

出版信息

Am J Cardiol. 2017 Jun 1;119(11):1791-1796. doi: 10.1016/j.amjcard.2017.03.007. Epub 2017 Mar 16.

DOI:10.1016/j.amjcard.2017.03.007
PMID:28395889
Abstract

Hospitalization for acute decompensated heart failure (ADHF) is an important outcome in clinical trials and heart failure registries; however, the optimal strategy to identify these hospitalizations using International Classification of Diseases, Ninth Revision (ICD-9) codes is uncertain. We sought to identify diagnostic codes that improve ascertainment of ADHF hospitalizations. Heart failure-related ICD-9 principal discharge codes were used to identify 2,202 hospitalizations within the Minneapolis Veterans Affairs Medical Center from 2009 to 2014. Two independent reviewers adjudicated 447 of these hospitalizations to determine the accuracy of each code. We then applied our findings to an unadjusted nationwide sample containing the same ICD-9 codes of interest, from which overall positive predictive value (PPV), sensitivity, and accuracy were calculated. Use of 428.x alone resulted in a PPV of 91.3% (95% confidence interval [CI] 91.0 to 91.7), sensitivity of 97.5% (95% CI 97.3 to 97.6), and accuracy of 89.7% (95% CI 89.4 to 90.0). Combining 428.x with 402.x1, 404.x1, 415, and 518.4 resulted in improved sensitivity (99.2%; 95% CI 99.0 to 99.3) and accuracy (90.7%; 95% CI 90.4 to 91.1) while maintaining a PPV of 91.1% (95% CI 90.7 to 91.4). Excluding chronic heart failure codes (428.22, 428.32, and 428.42) from the proposed strategy resulted in an improvement of PPV to 92.3% (95% CI 92.0 to 92.6), although sensitivity and accuracy decreased to 96.6% (95% CI 96.3 to 96.8) and 90.0% (95% CI 89.6 to 90.3), respectively. In conclusion, a combination of codes including 428.x, 402.x1, 404.x1, 415, and 518.4 improves sensitivity and overall accuracy in ascertaining ADHF events compared with 428.x alone. This strategy could be further improved by manual adjudication of chronic heart failure codes.

摘要

急性失代偿性心力衰竭(ADHF)住院是临床试验和心力衰竭登记中的一项重要结果;然而,使用国际疾病分类第九版(ICD - 9)编码来识别这些住院情况的最佳策略尚不确定。我们试图找出能提高ADHF住院确诊率的诊断编码。利用与心力衰竭相关的ICD - 9主要出院编码,在明尼阿波利斯退伍军人事务医疗中心识别出2009年至2014年期间的2202例住院病例。两名独立评审员对其中447例住院病例进行判定,以确定每个编码的准确性。然后,我们将研究结果应用于一个未经调整的全国性样本,该样本包含相同的感兴趣的ICD - 9编码,并计算出总体阳性预测值(PPV)、敏感性和准确性。仅使用428.x时,PPV为91.3%(95%置信区间[CI] 91.0至91.7),敏感性为97.5%(95% CI 97.3至97.6),准确性为89.7%(95% CI 89.4至90.0)。将428.x与402.x1、404.x1、415和(518.4)相结合,可提高敏感性(99.2%;95% CI 99.0至99.3)和准确性(90.7%;95% CI 90.4至91.1),同时保持PPV为91.1%(95% CI 90.7至91.4)。从建议策略中排除慢性心力衰竭编码(428.22、428.32和428.42),可使PPV提高到92.3%(95% CI 92.0至92.6),不过敏感性和准确性分别降至96.6%(95% CI 96.3至96.8)和90.0%(95% CI 89.6至90.3)。总之,与仅使用428.x相比,包含428.x、402.x1、404.x1、415和(518.4)的编码组合在确定ADHF事件时可提高敏感性和总体准确性。通过对慢性心力衰竭编码进行人工判定,该策略可进一步改进。

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