Suppr超能文献

公共卫生报告数据仓库的开发:经验教训

Development of a public health reporting data warehouse: lessons learned.

作者信息

Rizi Seyed Ali Mussavi, Roudsari Abdul

机构信息

School of Health Information Science, University of Victoria, Victoria, Canada.

出版信息

Stud Health Technol Inform. 2013;192:861-5.

Abstract

Data warehouse projects are perceived to be risky and prone to failure due to many organizational and technical challenges. However, often iterative and lengthy processes of implementation of data warehouses at an enterprise level provide an opportunity for formative evaluation of these solutions. This paper describes lessons learned from successful development and implementation of the first phase of an enterprise data warehouse to support public health surveillance at British Columbia Centre for Disease Control. Iterative and prototyping approach to development, overcoming technical challenges of extraction and integration of data from large scale clinical and ancillary systems, a novel approach to record linkage, flexible and reusable modeling of clinical data, and securing senior management support at the right time were the main factors that contributed to the success of the data warehousing project.

摘要

由于诸多组织和技术方面的挑战,数据仓库项目被认为具有风险且易于失败。然而,企业层面数据仓库的实施通常是迭代且漫长的过程,这为对这些解决方案进行形成性评估提供了契机。本文描述了在不列颠哥伦比亚疾病控制中心成功开发和实施企业数据仓库第一阶段以支持公共卫生监测过程中所吸取的经验教训。开发过程采用迭代和原型制作方法、克服从大规模临床及辅助系统提取和整合数据的技术挑战、一种新颖的记录链接方法、临床数据的灵活且可重复使用的建模,以及在恰当的时候获得高级管理层的支持,这些都是促成数据仓库项目成功的主要因素。

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验