An extension of importance-performance analysis method: integrated with fuzzy MICMAC

Q3 Business, Management and Accounting International Journal of Services Operations and Informatics Pub Date : 2018-01-01 DOI:10.1504/IJSOI.2018.10008968
Jih-Kuang Chen
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引用次数: 4

Abstract

Importance-performance analysis (IPA) has attracted the interest of various academics and practitioners from different fields. However, many scholars have put forward some shortcomings of IPA as well as some methods to improve it. This study focuses on a new perspective which the interaction between attribute shall be considered and proposes a new approach that integrating IPA into another complex problem analysis technique - impact matrix cross-reference multiplication applied to a classification - to achieve more convenient calculation and application. Its contribution and innovation are mainly measuring the interaction between attribute and effectively quantifying the integration of IPA model; may modify the importance and the performance of attribute by influence degree and dependence degree; and integrating the Fuzzy theory to make the assessment results more accurate. Through an empirical study, this method should have certain usability.
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一种扩展的重要性-性能分析方法:与模糊MICMAC相结合
重要性绩效分析(IPA)已经引起了不同领域的学者和实践者的兴趣。然而,许多学者提出了IPA的一些不足,并提出了一些改进的方法。本研究从考虑属性间相互作用的新视角出发,提出了将IPA与另一种复杂问题分析技术-影响矩阵交叉参考乘法应用于分类的新方法,以实现更方便的计算和应用。其贡献与创新主要体现在衡量属性之间的交互作用和有效量化IPA模型的整合;可以通过影响程度和依赖程度来调整属性的重要性和性能;并结合模糊理论,使评价结果更加准确。通过实证研究,该方法应具有一定的可用性。
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来源期刊
International Journal of Services Operations and Informatics
International Journal of Services Operations and Informatics Business, Management and Accounting-Management Information Systems
CiteScore
1.60
自引率
0.00%
发文量
9
期刊介绍: The advances in distributed computing and networks make it possible to link people, heterogeneous service providers and physically isolated services efficiently and cost-effectively. As the economic dynamics and the complexity of service operations continue to increase, it becomes a critical challenge to leverage information technology in achieving world-class quality and productivity in the production and delivery of physical goods and services. The IJSOI, a fully refereed journal, provides the primary forum for both academic and industry researchers and practitioners to propose and foster discussion on state-of-the-art research and development in the areas of service operations and the role of informatics towards improving their efficiency and competitiveness.
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