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用于管理老年人多种药物治疗的决策支持系统:范围综述。

Decision-support systems for managing polypharmacy in the elderly: A scoping review.

机构信息

Université Sorbonne Paris Nord, LIMICS, Sorbonne Université, INSERM, F-93000 Bobigny, France.

INSERM, Université de Paris, Sorbonne Université, Centre de Recherche des Cordeliers, F-75006 Paris, France; INRIA, HeKA, INRIA Paris, France; Department of Medical Informatics, Hôpital Européen Georges-Pompidou, AP-HP, Paris, France.

出版信息

J Biomed Inform. 2022 Jun;130:104074. doi: 10.1016/j.jbi.2022.104074. Epub 2022 Apr 22.

Abstract

Polypharmacy, the consuming of more than five drugs, is a public health problem. It can lead to many interactions and adverse drug reactions and is very expensive. Therapeutic guidelines for managing polypharmacy in the elderly have been issued, but are highly complex, limiting their use. Decision-support systems have therefore been developed to automate the execution of these guidelines, or to provide information about drugs adapted to the context of polypharmacy. These systems differ widely in terms of their technical design, knowledge sources and evaluation methods. We present here a scoping review of electronic systems for supporting the management, by healthcare providers, of polypharmacy in elderly patients. Most existing reviews have focused mainly on evaluation results, whereas the present review also describes the technical design of these systems and the methodologies for developing and evaluating them. A systematic bibliographic search identified 19 systems differing considerably in terms of their technical design (rule-based systems, documentary approach, mixed); outputs (textual report, alerts and/or visual approaches); and evaluations (impact on clinical practices, impact on patient outcomes, efficiency and/or user satisfaction). The evaluations performed are minimal (among all the systems identified, only one system has been evaluated according to all the criteria mentioned above) and no machine learning systems and/or conflict management systems were retrieved. This review highlights the need to develop new methodologies, combining various approaches for decision support system in polypharmacy.

摘要

多种药物治疗,即服用五种以上药物,是一个公共卫生问题。它会导致许多药物相互作用和不良反应,且费用昂贵。针对老年人的多种药物治疗管理已发布治疗指南,但这些指南非常复杂,限制了其使用。因此,已经开发了决策支持系统来自动执行这些指南,或提供适应多种药物治疗背景的药物信息。这些系统在技术设计、知识来源和评估方法方面存在很大差异。我们在此介绍了一种支持医疗保健提供者管理老年患者多种药物治疗的电子系统的范围综述。大多数现有综述主要集中在评估结果上,而本综述还描述了这些系统的技术设计以及开发和评估它们的方法。系统的文献检索确定了 19 个在技术设计(基于规则的系统、文献方法、混合方法)、输出(文本报告、警报和/或视觉方法)以及评估(对临床实践的影响、对患者结局的影响、效率和/或用户满意度)方面差异很大的系统。进行的评估很少(在所确定的所有系统中,只有一个系统根据上述所有标准进行了评估),也没有检索到机器学习系统和/或冲突管理系统。该综述强调需要开发新的方法学,结合多种方法来支持多种药物治疗的决策支持系统。

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