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Integrated Multicriteria Decision-Making Methods to Solve Supplier Selection Problem: A Case Study in a Hospital

机译:解决供应商选择问题的综合多准则决策方法:以医院为例

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摘要

In supply chain literature, supplier evaluation and selection problem is one of the most studied subjects because of the significant roles of suppliers in terms of the chain's sustainability and profitability. Therefore, it is important for organizations to adopt a systematic way to evaluate and select the best supplier according to their respective criteria in today's competitive environment. Multicriteria decision-making methods provide for this need of organizations because determination of an appropriate supplier selection is a multicriteria decision-making (MCDM) problem essentially. Although a lot of applications of these methods for supplier evaluation and selection can be seen in the literature, studies in the health-care sector are insufficient. Hospitals in the health-care sector also have to consider their supplier-related decisions to decrease risks and threads which affect their effectiveness. The aim of this study was to fill this gap by providing different hybrid models for selecting the best supplier for hospitals. Supplier evaluation and selection process start with recognizing the related criteria according to the studies in the literature. Analytic hierarchy process (AHP) method is deployed to weight the criteria, and suppliers are listed via technique for order preference by similarity to ideal solution (TOPSIS), elimination and choice translating reality English (ELECTRE), grey relational analysis (GRA), and simple additive weighting (SAW) methods. The main aim of this study was to present different hybrid MCDM methods and show their efficiency and consistency with each other. In this study, hybrid multicriteria decision-making models (AHP-TOPSIS, AHP-ELECTRE, AHP-GRA, and AHP-SAW) are presented and compared. The results show that the presented hybrid methods in this study are consistent with each other and give the same ranking for the selection of the best supplier. It can be considered as a useful guideline for hospitals.
机译:在供应链文献中,供应商评估和选择问题是研究最多的主题之一,因为供应商在供应链的可持续性和盈利能力方面发挥着重要作用。因此,对于组织而言,在当今竞争激烈的环境中,采用系统的方法根据各自的标准评估和选择最佳供应商非常重要。多准则决策方法满足了组织的这种需求,因为确定合适的供应商选择实质上是多准则决策(MCDM)问题。尽管在文献中可以看到这些方法在供应商评估和选择方面的许多应用,但是在卫生保健领域的研究还不够。卫生保健部门的医院还必须考虑与供应商有关的决定,以减少影响其有效性的风险和风险。这项研究的目的是通过提供不同的混合模型来选择医院的最佳供应商来填补这一空白。供应商评估和选择过程始于根据文献研究确定相关标准。部署了层次分析法(AHP)来对标准进行加权,并通过技术列出供应商以按照与理想解决方案(TOPSIS)相似,消除和选择翻译现实英语(ELECTRE),灰色关联分析(GRA)和简单的加法加权(SAW)方法。这项研究的主要目的是介绍不同的混合MCDM方法,并展示它们的效率和彼此的一致性。在这项研究中,提出并比较了混合多准则决策模型(AHP-TOPSIS,AHP-ELECTRE,AHP-GRA和AHP-SAW)。结果表明,本研究中提出的混合方法相互一致,并且在选择最佳供应商方面具有相同的排名。它可以被视为医院的有用指南。

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