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退伍军人健康管理局癌症数据来源概述。

Summary of Veterans Health Administration Cancer Data Sources.

机构信息

Durham VA Health Care System, Durham, North Carolina.

Duke University School of Medicine, Durham, North Carolina.

出版信息

J Registry Manag. 2024 Spring;51(1):21-28.

Abstract

OBJECTIVES

The Veterans Health Administration (VHA) is a leader in generating transformational research across the cancer care continuum. Given the extensive body of cancer-related literature utilizing VHA data, our objectives are to: (1) describe the VHA data sources available for conducting cancer-related research, and (2) discuss examples of published cancer research using each data source.

METHODS

We identified commonly used data sources within the VHA and reviewed previously published cancer-related research that utilized these data sources. In addition, we reviewed VHA clinical and health services research web pages and consulted with a multidisciplinary group of cancer researchers that included hematologist/oncologists, health services researchers, and epidemiologists.

RESULTS

Commonly used VHA cancer data sources include the Veterans Affairs (VA) Cancer Registry System, the VA Central Cancer Registry (VACCR), the Corporate Data Warehouse (CDW)-Oncology Raw Domain (subset of data within the CDW), and the VA Cancer Care Cube (Cube). While no reference standard exists for cancer case ascertainment, the VACCR provides a systematic approach to ensure the complete capture of clinical history, cancer diagnosis, and treatment. Like many population-based cancer registries, a significant time lag exists due to constrained resources, which may make it best suited for historical epidemiologic studies. The CDW-Oncology Raw Domain and the Cube contain national information on incident cancers which may be useful for case ascertainment and prospective recruitment; however, additional resources may be needed for data cleaning.

CONCLUSIONS

The VHA has a wealth of data sources available for cancer-related research. It is imperative that researchers recognize the advantages and disadvantages of each data source to ensure their research questions are addressed appropriately.

摘要

目的

退伍军人健康管理局(VHA)在癌症护理连续体方面引领变革性研究。鉴于大量利用 VHA 数据的癌症相关文献,我们的目标是:(1)描述可用于进行癌症相关研究的 VHA 数据源,(2)讨论使用每个数据源发表的癌症研究示例。

方法

我们确定了 VHA 中常用的数据源,并回顾了利用这些数据源进行的先前发表的癌症相关研究。此外,我们审查了 VHA 临床和卫生服务研究网页,并咨询了包括血液学家/肿瘤学家、卫生服务研究人员和流行病学家在内的多学科癌症研究人员小组。

结果

常用的 VHA 癌症数据源包括退伍军人事务部(VA)癌症登记系统、VA 中央癌症登记处(VACCR)、公司数据仓库(CDW)-肿瘤原始域(CDW 中的数据子集)和 VA 癌症护理多维数据集(Cube)。虽然癌症病例确定没有参考标准,但 VACCR 提供了一种系统方法,可确保完整捕获临床病史、癌症诊断和治疗。与许多基于人群的癌症登记处一样,由于资源有限,存在很大的时间滞后,这可能使其最适合进行历史流行病学研究。CDW-肿瘤原始域和多维数据集包含关于新发癌症的全国信息,这可能有助于病例确定和前瞻性招募;但是,可能需要额外的资源来清理数据。

结论

VHA 拥有丰富的癌症相关研究数据源。研究人员必须认识到每个数据源的优缺点,以确保他们的研究问题得到妥善解决。

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