Modeling Flexibility Capabilities of IT-based Supply Chain, Using a Grey-based DEMATEL Method

Mohsen Mazaheri Asad , Vahid Mohammadi , Mania Shirani
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引用次数: 24

Abstract

New technologies, universal competition, and increased customer demands are imposing organizations to revise how they can benefit from Information Technology (IT) capabilities to do better supply chains management. One of the key essentials to keep organizations in the present economic competition is effective management of their supply chains under uncertainty. The concept of supply chain flexibility intends to specify the ability of a supply chain to perform in satisfaction under uncertainty. However, there is lack of cause and effect modelling in this area. Accordingly, this paper attempts to study the flexibility capabilities of IT-based supply chain, using a Grey-based DEMATEL Method. To this end, according to the literature, four main factors were identified as most important flexibility capabilities of IT-based supply chain which totally include 25 measurement items. Next, to evaluate the cause and effect relationships of factors an online questionnaire link distributed to professors and experts in this subject which finally 20 completed questionnaires collected. To analyze factors interactions using Grey-based DEMATEL method, firstly, experts’ opinions of grey numbers are turned into crisp numbers and all opinions are unified into a single viewpoint. Then the crisp numbers normalized in DEMATEL and total matrix of each factor is calculated. At the end, the values of R, D, R+D and R-D are calculated, which based on these criteria the cause and effect relationships of factors analyzed and flexibility capabilities of IT-based supply chain prioritized.

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基于灰色DEMATEL方法的it供应链柔性能力建模
新技术、普遍竞争和增加的客户需求迫使组织修改如何从信息技术(IT)能力中获益,从而更好地管理供应链。在当前的经济竞争中,组织保持竞争力的关键要素之一是在不确定性条件下对其供应链进行有效管理。供应链灵活性的概念旨在规定供应链在不确定性下以满意方式执行的能力。然而,在这一领域缺乏因果模型。因此,本文尝试使用基于灰色的DEMATEL方法来研究基于it的供应链的柔性能力。为此,根据文献,我们确定了四个主要因素是基于it的供应链最重要的灵活性能力,总共包括25个测量项目。其次,为评估各因素的因果关系,通过在线问卷链接向本学科的教授和专家分发,最终收集到20份完整的问卷。采用基于灰色的DEMATEL方法分析各因素之间的相互作用,首先将专家对灰色数的意见转化为清晰的数字,并将所有意见统一为一个观点;然后对DEMATEL归一化后的脆度数和各因子的总矩阵进行计算。最后计算了研发、研发、研发+研发和研发的价值,并在此基础上分析了各因素之间的因果关系,对基于it的供应链的柔性能力进行了排序。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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