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

作者:

Highlights:

• RFID adoption is a problem requiring a multi-criteria decision analysis.

• This study is presented to demonstrate the effectiveness of hybrid MCDM model.

• DEMATEL for solving the problems of interdependence and feedback problem.

• DANP and VIKOR for identify influential weights and gaps base on TOEC framework.

• The results can provide the best way to improve existing RFID adoption processes.

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.

论文关键词:Healthcare industry,Radio frequency identification (RFID),Decision making trial and evaluation laboratory (DEMATEL),DANP (DEMATEL-based ANP),Multiple criteria decision making (MCDM),VIKOR

论文评审过程:Received 16 June 2011, Revised 11 June 2013, Accepted 11 June 2013, Available online 27 June 2013.

论文官网地址:https://doi.org/10.1016/j.dss.2013.06.006