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用于评估临床质量指标中价值集质量的指标。

Metrics for assessing the quality of value sets in clinical quality measures.

作者信息

Winnenburg Rainer, Bodenreider Olivier

机构信息

National Library of Medicine, National Institutes of Health, Bethesda, Maryland, USA.

出版信息

AMIA Annu Symp Proc. 2013 Nov 16;2013:1497-505. eCollection 2013.

Abstract

OBJECTIVE

To assess the quality of value sets in clinical quality measures, both individually and as a population of value sets.

MATERIALS AND METHODS

The concepts from a given value set are expected to be rooted by one or few ancestor concepts and the value set is expected to contain all the descendants of its root concepts and only these descendants. (1) We assessed the completeness and correctness of individual value sets by comparison to the extension derived from their roots. (2) We assessed the non-redundancy of value sets for the entire population of value sets (within a given code system) using the Jaccard similarity measure.

RESULTS

We demonstrated the utility of our approach on some cases of inconsistent value sets and produced a list of 58 potentially duplicate value sets from the current set of clinical quality measures for the 2014 Meaningful Use criteria.

CONCLUSION

These metrics are easy to compute and provide compact indicators of the completeness, correctness, and non-redundancy of value sets.

摘要

目的

评估临床质量指标中价值集的质量,包括单个价值集以及作为一个价值集总体的质量。

材料与方法

给定价值集中的概念应源于一个或少数几个祖先概念,并且该价值集应包含其根概念的所有后代且仅包含这些后代。(1)我们通过与从其根派生的扩展进行比较,评估单个价值集的完整性和正确性。(2)我们使用杰卡德相似性度量评估整个价值集总体(在给定代码系统内)中价值集的非冗余性。

结果

我们在一些不一致的价值集案例中展示了我们方法的实用性,并从2014年有意义使用标准的当前临床质量指标集中生成了一份包含58个潜在重复价值集的列表。

结论

这些指标易于计算,并提供了价值集完整性、正确性和非冗余性的简洁指标。

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AMIA Annu Symp Proc. 2012;2012:988-96. Epub 2012 Nov 3.
2
Quality evaluation of cancer study Common Data Elements using the UMLS Semantic Network.
J Biomed Inform. 2011 Dec;44 Suppl 1:S78-S85. doi: 10.1016/j.jbi.2011.08.001. Epub 2011 Aug 5.
3
A review of auditing methods applied to the content of controlled biomedical terminologies.
J Biomed Inform. 2009 Jun;42(3):413-25. doi: 10.1016/j.jbi.2009.03.003. Epub 2009 Mar 12.
4
5
Structural group auditing of a UMLS semantic type's extent.
J Biomed Inform. 2009 Feb;42(1):41-52. doi: 10.1016/j.jbi.2008.06.001. Epub 2008 Jun 17.
7
Lexical methods for managing variation in biomedical terminologies.
Proc Annu Symp Comput Appl Med Care. 1994:235-9.

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