为医疗保健中的商业智能和分析应用程序管理和映射数据沿袭

Mana Azarm, F. Nargesian, L. Peyton
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引用次数: 5

摘要

大多数企业的数据交付体系结构都很复杂,而且没有文档。当医疗保健管理人员查看报表时,他们希望确切地知道报表上的每个元素或技术表达式的含义、显示的值来自何处以及更新的频率。我们提出了一个工具框架,它包括:数据交付体系结构中每个步骤的元数据存储库;一个基于web的接口,用于访问和管理该存储库;以及捕获数据沿袭的映射工具,以支持数据交付的逐步自动化。我们通过使用医疗保健分析仪表板管理医院获得性感染的原型实现和案例研究来说明和评估我们的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Managing and mapping data lineage for business intelligence and analytics applications in health care
The data delivery architectures in most enterprises are complex and under documented. When a Healthcare manager looks at a report, they want to know exactly what each element or technical expression on a report means, where the values shown originate from and how often they are getting updated. We propose a tool framework that includes: a meta-data repository for each step in the data delivery architecture; a web based interface to access and manage that repository; and mapping tools that capture data lineage to support step by step automation of data delivery. We illustrate and evaluate our approach with a prototype implementation and a case study using a health care analytics dashboard for managing hospital acquired infections.
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