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两种连接人口普查和医院数据的方法。

Two approaches to linking census and hospital data.

机构信息

Health Analysis Division, Statistics Canada, Ottawa, Ontario K1A0T6.

Health Statistics Division, Statistics Canada, Ottawa, Ontario K1A0T6.

出版信息

Health Rep. 2014 Oct;25(10):3-14.

Abstract

BACKGROUND

This study compares registry and non-registry approaches to linking 2006 Census of Population data for Manitoba and Ontario to hospital data from the Discharge Abstract Database (DAD).

DATA AND METHODS

Using a probabilistic linkage, the registry approach linked the census data to provincial health insurance registries, followed by a deterministic linkage to the DAD based on health insurance number (HIN). The non-registry approach used hierarchical deterministic exact matching based on three variables common to both files to link census data to the DAD. The approaches were compared in terms of linkage and coverage rates, sensitivity and specificity, and consistency of HINs on the linked records.

RESULTS

Results of the registry and non-registry linkage approaches were similar. In Manitoba, 7% and 6% of census long-form respondents linked to the DAD with the registry and non-registry linkage approaches, respectively; in Ontario, the linkage rate was 5% for both approaches. With the registry approach, the linked census-DAD data represented 84% (weighted) of hospital admissions in the 2006/2007 DAD in both provinces, compared with 82% in Manitoba and Ontario with the non-registry approach.

INTERPRETATION

In the absence of access to provincial health insurance registries with which census data can be linked, a non-registry approach can be used to create a research-quality dataset.

摘要

背景

本研究比较了基于人口普查的注册和非注册方法,以将曼尼托巴省和安大略省 2006 年人口普查数据与 Discharge Abstract Database(DAD)中的医院数据进行链接。

数据和方法

使用概率链接,注册方法将人口普查数据链接到省级健康保险登记处,然后根据健康保险号码(HIN)进行确定性链接到 DAD。非注册方法使用基于两个文件共有的三个变量的分层确定性精确匹配来链接人口普查数据和 DAD。比较了这两种方法在链接和覆盖率、灵敏度和特异性以及链接记录上的 HIN 一致性方面的差异。

结果

注册和非注册链接方法的结果相似。在曼尼托巴省,分别有 7%和 6%的人口普查长表受访者通过注册和非注册链接方法与 DAD 链接;在安大略省,两种方法的链接率均为 5%。使用注册方法,链接的人口普查-DAD 数据在两省 2006/2007 年 DAD 中的住院人次中占 84%(加权),而非注册方法则占 82%。

解释

在无法访问可以与人口普查数据链接的省级健康保险登记处的情况下,可以使用非注册方法来创建具有研究质量的数据集。

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