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A Statistical Approach for the Learning Curve of Physicians in Utilization of Electronic Order Sets.

作者信息

Lee Jaehoon, Hulse Nathan C

机构信息

Intermountain Healthcare, Salt Lake City, Utah, United States.

Department of Biomedical Informatics, University of Utah, Salt Lake City, Utah, United States.

出版信息

Methods Inf Med. 2019 Nov;58(4-05):160-166. doi: 10.1055/s-0039-1700540. Epub 2019 Dec 10.

DOI:10.1055/s-0039-1700540
PMID:31822033
Abstract

BACKGROUND

Understanding a physician's behavior toward learning order sets is important as it is a key information to design order sets with optimized contents.

OBJECTIVE

The objective of this article is to test a hypothesis: for a physician using a new order set repeatedly, the utilization rate of order set contents has a pattern of either increase or decrease.

METHODS

To test the hypothesis, we retrieved empirical data of order set usage in local hospitals that adopted a new computerized physician order entry (CPOE) system and enterprise wide standard order sets. We extracted 4-year data including 63,583 orders made by 600 physicians in the inpatient setting and analyzed patterns of the learning curve at several aggregation levels.

RESULT

The analysis results demonstrated that content modification rates over time were relatively flat except for a few localized patterns.

CONCLUSION

Based on our finding, we reject our initial hypothesis.

摘要

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