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Multi-criteria decision analysis for supporting the selection of medical devices under uncertainty

机译:多标准决策分析,支持不确定情况下的医疗设备选择

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Innovative approaches to the assessment and management of medical technologies use a combination of health technology assessment (HTA) and operations research methods, specifically multiple-criteria decision analysis (MCDA). The purpose of this article is to develop methodological support and provide a theoretical justification for decision support in the selection of medical devices under conditions of uncertainty, using MRI systems as an example. The goal of the method application has been formulated as follows: determine a ranked list of MRI systems for contributory health organisations administered by regional authorities (regional hospitals) in the Czech Republic. An analytic hierarchy process (AHP) and the Delphi method were used to identify experts' preferences and for consensus building. The expert group was selected based on eight complex-valued criteria, and each expert was given a weighting factor. A set of 13 MRI systems and the 14 key default specifications that play the most important roles when hospitals select MRIs for purchase were defined. Strong conformity (W >= 0.6, p < 0.05) within the experts' judgments was revealed. A prediction regarding alternatives, weights and changes in priority vectors over the,following 8 years has been provided. The developed approach is useful in decision support when selecting medical devices under conditions of uncertainty by hospitals. (C) 2015 Elsevier B.V. and Association of European Operational Research Societies (EURO) within the International Federation of Operational Research Societies (IFORS). All rights reserved.
机译:医疗技术评估和管理的创新方法结合了卫生技术评估(HTA)和运筹学方法,特别是多标准决策分析(MCDA)。本文的目的是开发不确定性条件下医疗设备选择的方法论支持,并为决策支持提供理论依据,以MRI系统为例。该方法应用的目标制定如下:确定由捷克共和国的地区当局(地区医院)管理的分担医疗组织的MRI系统的排名列表。运用层次分析法(AHP)和Delphi方法确定专家的偏好并建立共识。根据八个复数值标准选择专家组,并为每个专家分配一个加权因子。定义了一套13个MRI系统和14个关键默认规范,这些规范在医院选择MRI进行购买时起着最重要的作用。在专家的判断中发现强一致性(W> = 0.6,p <0.05)。提供了有关过去8年中优先级向量的替代方案,权重和变化的预测。在医院不确定的情况下选择医疗设备时,开发的方法可用于决策支持。 (C)2015年Elsevier B.V.和国际运营研究学会联合会(IFORS)中的欧洲运营研究学会协会(EURO)。版权所有。

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