Defining and improving data quality in medical registries: A literature review, case study, and generic framework
Defining and improving data quality in medical registries: A literature review, case study, and generic framework
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DOI：
10.1197/jamia.m1087
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发表时间：
2002-11-01
影响因子：
6.4
通讯作者：
Scheffer, GJ
中科院分区：
文献类型：
--
作者：
Arts, DGT;de Keizer, NF;Scheffer, GJ
在过去的几年里，医疗登记的数量急剧增加。它们的价值在很大程度上取决于登记处所载数据的质量。要优化数据质量，必须遵循特殊程序。文献回顾和数据质量案例研究构成了制定医疗登记处数据质量保证程序框架的基础。框架内的程序分为登记册协调中心的程序(中央)和收集数据的中心的程序(当地)。这些中央和地方程序进一步细分为：(A)防止数据质量不足；(B)发现不完美的数据数据及其原因；以及(C)要采取的行动/纠正。该框架可用于设立新的登记处或确定现有登记处中需要调整以提高数据质量的程序。
Over the past years the number of medical registries has increased sharply. Their value strongly depends on the quality of the data contained in the registry. To optimize data quality, special procedures have to be followed. A literature review and a case study of data quality formed the basis for the development of a framework of procedures for data quality assurance in medical registries. Procedures in the framework have been divided into procedures for the co-ordinating center of the registry (central) and procedures for the centers where the data are collected (local). These central and local procedures are further subdivided into (a) the prevention of insufficient data quality (b) the detection of imperfect Bata and their causes, and (c) actions to be taken / corrections. The framework can be used to set up a new registry or to identify procedures in existing registries that need adjustment to improve data quality.