A Visual Analytics Approach to Understanding Care Process Variation and Conformance.

Rahul C Basole, Hyunwoo Park, Mayank Gupta, Mark L Braunstein, Duen Horng Chau, Michael Thompson
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引用次数: 29

Abstract

With greater pressures of providing high-quality care at lower cost due to a changing financial and policy environment, the ability to understand variations in care delivery and associated outcomes and act upon this understanding is of critical importance. Building on prior work in visualizing health-care event sequences and in collaboration with our clinical partner, we describe our process in developing a multiple, coordinated visualization system that helps identify and analyze care processes and their conformance to existing care guidelines. We demonstrate our system using data of 5,784 pediatric emergency department visits over a 13-month period for which asthma was the primary diagnosis.

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Abstract Image

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理解护理过程变化和一致性的可视化分析方法。
由于金融和政策环境的变化,以更低的成本提供高质量护理的压力越来越大,了解护理提供和相关结果的变化并根据这种理解采取行动的能力至关重要。基于先前在可视化医疗事件序列方面的工作,并与我们的临床合作伙伴合作,我们描述了开发一个多重协调的可视化系统的过程,该系统有助于识别和分析护理过程及其与现有护理指南的一致性。我们使用13个月期间以哮喘为主要诊断的5,784例儿科急诊科就诊数据来证明我们的系统。
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