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Improving RFID adoption in Taiwan's healthcare industry based on a DEMATEL technique with a hybrid MCDM model

机译:基于DEMATEL技术和混合MCDM模型,提高台湾医疗保健行业对RFID的采用

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摘要

The use of radio frequency identification (RFID) technology has progressed tremendously in recent years. In the healthcare industry, the decision to adopt RFID technology is a problem requiring a multi-criteria decision analysis that involves both qualitative and quantitative factors. The evaluation of this decision may be based on imprecise information or uncertain data. Furthermore, there can be significant dependence and feedbacks between the different criteria and alternatives. However, most conventional decision models cannot capture these complex interrelationships. As a result, in this study we develop a general evaluation framework for industry evaluation, improvement and adoption of RFID. We use a hybrid Multiple Criteria Decision Making (MCDM) method known as DDANPV that combines DEMATEL (decision making trial and evaluation laboratory), DANP (DEMATEL-based ANP), and VIKOR to evaluate the factors that influence the adoption of RFID. Specifically, we study the adoption of RFID in Taiwan's healthcare industry. We find that technology integration is the most influential criterion and the strongest driver in the adoption of RFID of Taiwan's healthcare industry.
机译:近年来,射频识别(RFID)技术的使用取得了巨大的进步。在医疗保健行业中,采用RFID技术的决策是一个需要多标准决策分析的问题,其中涉及定性和定量因素。该决策的评估可能基于不准确的信息或不确定的数据。此外,不同的标准和替代方案之间可能存在很大的依赖性和反馈。但是,大多数常规决策模型无法捕获这些复杂的相互关系。结果,在这项研究中,我们开发了一个通用的评估框架,用于行业评估,改进和采用RFID。我们使用称为DDANPV的混合多标准决策(MCDM)方法,该方法结合了DEMATEL(决策制定试验和评估实验室),DANP(基于DEMATEL的ANP)和VIKOR来评估影响RFID采用的因素。具体来说,我们研究了RFID在台湾医疗保健行业中的采用情况。我们发现技术整合是台湾医疗行业采用RFID的最有影响力的标准和最强大的推动力。

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