Centre for Health Informatics, School of Informatics, City University London, London, UK.
J Am Med Inform Assoc. 2011 Nov-Dec;18(6):738-48. doi: 10.1136/amiajnl-2010-000033. Epub 2011 Jul 1.
There is a need to integrate the various theoretical frameworks and formalisms for modeling clinical guidelines, workflows, and pathways, in order to move beyond providing support for individual clinical decisions and toward the provision of process-oriented, patient-centered, health information systems (HIS). In this review, we analyze the challenges in developing process-oriented HIS that formally model guidelines, workflows, and care pathways.
A qualitative meta-synthesis was performed on studies published in English between 1995 and 2010 that addressed the modeling process and reported the exposition of a new methodology, model, system implementation, or system architecture. Thematic analysis, principal component analysis (PCA) and data visualisation techniques were used to identify and cluster the underlying implementation 'challenge' themes.
One hundred and eight relevant studies were selected for review. Twenty-five underlying 'challenge' themes were identified. These were clustered into 10 distinct groups, from which a conceptual model of the implementation process was developed.
We found that the development of systems supporting individual clinical decisions is evolving toward the implementation of adaptable care pathways on the semantic web, incorporating formal, clinical, and organizational ontologies, and the use of workflow management systems. These architectures now need to be implemented and evaluated on a wider scale within clinical settings.
需要整合各种用于对临床指南、工作流程和路径建模的理论框架和形式化方法,以便超越对个体临床决策的支持,转而提供面向流程、以患者为中心的健康信息系统(HIS)。在本综述中,我们分析了在开发正式对指南、工作流程和护理路径建模的面向流程 HIS 方面所面临的挑战。
对 1995 年至 2010 年间以建模过程为主题并报告了新方法、模型、系统实现或系统架构阐述的英文发表研究进行了定性元综合。使用主题分析、主成分分析(PCA)和数据可视化技术来识别和聚类潜在的实施“挑战”主题。
共选择了 108 项相关研究进行综述。确定了 25 个潜在的“挑战”主题。这些主题被聚类成 10 个不同的组,从中开发了实施过程的概念模型。
我们发现,支持个体临床决策的系统的开发正在朝着在语义网上实现可适应的护理路径的方向发展,其中包括正式的临床和组织本体,并使用工作流管理系统。这些架构现在需要在更广泛的临床环境中进行实施和评估。