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医疗环境中的数据仓库治理计划:文献综述与行动呼吁。

Data warehouse governance programs in healthcare settings: a literature review and a call to action.

作者信息

Elliott Thomas E, Holmes John H, Davidson Arthur J, La Chance Pierre-Andre, Nelson Andrew F, Steiner John F

机构信息

Essentia Institute of Rural Health.

University of Pennsylvania.

出版信息

EGEMS (Wash DC). 2013 Oct 8;1(1):1010. doi: 10.13063/2327-9214.1010. eCollection 2013.

Abstract

PURPOSE

Given the extensive data stored in healthcare data warehouses, data warehouse governance policies are needed to ensure data integrity and privacy. This review examines the current state of the data warehouse governance literature as it applies to healthcare data warehouses, identifies knowledge gaps, provides recommendations, and suggests approaches for further research.

METHODS

A comprehensive literature search using five data bases, journal article title-search, and citation searches was conducted between 1997 and 2012. Data warehouse governance documents from two healthcare systems in the USA were also reviewed. A modified version of nine components from the Data Governance Institute Framework for data warehouse governance guided the qualitative analysis.

RESULTS

Fifteen articles were retrieved. Only three were related to healthcare settings, each of which addressed only one of the nine framework components. Of the remaining 12 articles, 10 addressed between one and seven framework components and the remainder addressed none. Each of the two data warehouse governance plans obtained from healthcare systems in the USA addressed a subset of the framework components, and between them they covered all nine.

CONCLUSIONS

While published data warehouse governance policies are rare, the 15 articles and two healthcare organizational documents reviewed in this study may provide guidance to creating such policies. Additional research is needed in this area to ensure that data warehouse governance polices are feasible and effective. The gap between the development of data warehouses in healthcare settings and formal governance policies is substantial, as evidenced by the sparse literature in this domain.

摘要

目的

鉴于医疗保健数据仓库中存储了大量数据,需要数据仓库治理策略来确保数据的完整性和隐私性。本综述考察了适用于医疗保健数据仓库的数据仓库治理文献的现状,识别知识空白,提供建议,并提出进一步研究的方法。

方法

在1997年至2012年期间,使用五个数据库进行了全面的文献检索、期刊文章标题检索和引文检索。还对美国两个医疗保健系统的数据仓库治理文件进行了审查。数据治理协会数据仓库治理框架中九个组件的修改版本指导了定性分析。

结果

检索到15篇文章。只有3篇与医疗保健环境相关,每篇仅涉及九个框架组件中的一个。在其余12篇文章中,10篇涉及一至七个框架组件,其余文章则未涉及任何组件。从美国医疗保健系统获得的两个数据仓库治理计划中的每一个都涉及框架组件的一个子集,两者加起来涵盖了所有九个组件。

结论

虽然已发表的数据仓库治理策略很少见,但本研究中审查的15篇文章和两份医疗保健组织文件可能为制定此类策略提供指导。该领域需要更多研究,以确保数据仓库治理策略可行且有效。医疗保健环境中数据仓库的发展与正式治理策略之间的差距很大,这一领域的文献稀少就证明了这一点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0e7a/4371514/66d65cd6f5c9/egems1010f1.jpg

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