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医疗记录验证算法识别医疗索赔中的多发性硬化症复发。

Medical chart validation of an algorithm for identifying multiple sclerosis relapse in healthcare claims.

机构信息

i3 Innovus, Eden Prairie, MN, USA.

出版信息

J Med Econ. 2010;13(4):618-25. doi: 10.3111/13696998.2010.523670. Epub 2010 Oct 1.

Abstract

OBJECTIVE

Relapse is a common measure of disease activity in relapsing-remitting multiple sclerosis (MS). The objective of this study was to test the content validity of an operational algorithm for detecting relapse in claims data.

METHODS

A claims-based relapse detection algorithm was tested by comparing its detection rate over a 1-year period with relapses identified based on medical chart review. According to the algorithm, MS patients in a US healthcare claims database who had either (1) a primary claim for MS during hospitalization or (2) a corticosteroid claim following a MS-related outpatient visit were designated as having a relapse. Patient charts were examined for explicit indication of relapse or care suggestive of relapse. Positive and negative predictive values were calculated.

RESULTS

Medical charts were reviewed for 300 MS patients, half of whom had a relapse according to the algorithm. The claims-based criteria correctly classified 67.3% of patients with relapses (positive predictive value) and 70.0% of patients without relapses (negative predictive value; kappa 0.373: p < 0.001). Alternative algorithms did not improve on the predictive value of the operational algorithm. Limitations of the algorithm include lack of differentiation between relapsing-remitting MS and other types, and that it does not incorporate measures of function and disability.

CONCLUSIONS

The claims-based algorithm appeared to successfully detect moderate-to-severe MS relapse. This validated definition can be applied to future claims-based MS studies.

摘要

目的

复发是衡量复发性缓解型多发性硬化症(MS)疾病活动度的常用指标。本研究旨在检验一种用于从理赔数据中检测复发的操作性算法的内容效度。

方法

通过比较该算法在 1 年内的检出率与基于医疗记录审查确定的复发情况,对基于理赔的复发检测算法进行了测试。根据该算法,在美国医疗保健理赔数据库中,有以下两种情况的 MS 患者被指定为发生了复发:(1)住院期间有 MS 的主要理赔,或(2)MS 相关门诊就诊后有皮质类固醇理赔。对患者的病历进行了检查,以明确提示复发或提示复发的护理情况。计算了阳性和阴性预测值。

结果

对 300 名 MS 患者的病历进行了审查,其中一半根据算法确定有复发。基于理赔的标准正确分类了 67.3%的复发患者(阳性预测值)和 70.0%的无复发患者(阴性预测值;kappa 0.373:p<0.001)。替代算法并未提高操作性算法的预测值。该算法的局限性包括无法区分复发缓解型 MS 和其他类型,以及它未纳入功能和残疾的衡量标准。

结论

基于理赔的算法似乎成功地检测到中重度 MS 复发。该经过验证的定义可应用于未来基于理赔的 MS 研究。

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