Evaluation of e-commerce websites using fuzzy hierarchical TOPSIS based on E-S-QUAL

被引:71
作者
Kang, Daekook [1 ]
Jang, Wooseok [1 ]
Park, Yongtae [1 ]
机构
[1] Seoul Natl Univ, Dept Ind Engn, 1 Gwanak Ro, Seoul 151744, South Korea
基金
新加坡国家研究基金会;
关键词
Evaluation of e-commerce websites; B2C e-commerce websites; Fuzzy hierarchical TOPSIS based on; E-S-QUAL; MULTIPLE-ITEM SCALE; SERVICE QUALITY; MODEL; AHP;
D O I
10.1016/j.asoc.2016.01.017
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In the wake of the rapid emergence of e-commerce, its evaluation is of great theoretical and practical importance. Among the various types of e-commerce, business-to-consumer (B2C) e-commerce has become a key, and especially influential, retailing channel. Its ascendancy raises core issues with respect to how the customer is to be satisfied by, and therefore inclined to trust, e-commerce websites. B2C e-commerce website evaluation, therefore, is an important related issue. First, while a number of studies have studied B2C e-commerce website evaluation using various multiple-criteria-decision-making (MCDM) methods, they have focused only on the perceived service quality of B2C e-commerce websites. In fact, it is generally recognized that service quality is determined by the difference between the expected service level (which expectation is derived from information obtained before the service experience) and the actual, perceived service level; this concept, then, should be also be afforded due consideration in B2C e-commerce website evaluation. Second, among the various MCDM approaches, TOPSIS, which involves the consideration of both the positive-ideal solution (PIS) and the negative-ideal solution (NIS), is especially pertinent to the complex decision-making entailed in the evaluation of B2C e-commerce websites. Third, the human element of subjectivity in the evaluation of B2C e-commerce websites needs to be considered in order to enable modeling of real-life website-evaluation situations. Finally, the hierarchical structure of the evaluation criteria between the main dimensions and their sub-criteria should be considered. To reflect these issues, in this paper, we present a fuzzy hierarchical TOPSIS based on E-SERVQUAL (E-S-QUAL). This approach effectively considers the raised issues and preserves the core concept of E-S-QUAL (the extended version of SERVQUAL) for measurement of electronic service quality in the e-commerce environment. The empirical case study of B2C e-commerce provides the researchers and practitioners to understand in a better way the evaluation process from a practical point of view. In addition, core finding of this study is that the comparison results with other MCDM methods further verify the robustness of the proposed approach. It implies that this method potentially can be applied to performance evaluation of similar service sectors. (C) 2016 Published by Elsevier B.V.
引用
收藏
页码:53 / 65
页数:13
相关论文
共 43 条
[1]   Re-assessment of E-S-Qual and E-RecS-Qual in a pure service setting [J].
Akinci, Serkan ;
Atilgan-Inan, Eda ;
Aksoy, Safak .
JOURNAL OF BUSINESS RESEARCH, 2010, 63 (03) :232-240
[2]  
Aljifri H. A., 2003, Information Management & Computer Security, V11, P130, DOI 10.1108/09685220310480417
[3]  
[Anonymous], 1992, Fuzzy Multiple Attribute Decision Making: Methods and Applications
[4]  
[Anonymous], 1988, MATH MODELS DECISION, DOI DOI 10.1007/978-3-642-83555-1_5
[5]   Examining Dimensions of Electronic Service Quality for Internet Banking Services [J].
Ariff, Mohd Shoki Md ;
Yun, Leong Ooi ;
Zakuan, Norhayati ;
Jusoh, Ahmad .
INTERNATIONAL CONGRESS ON INTERDISCIPLINARY BUSINESS AND SOCIAL SCIENCES 2012 (ICIBSOS 2012), 2012, 65 :854-859
[6]  
Ates NY, 2006, STUD FUZZ SOFT COMP, V201, P537
[7]   A hybrid approach based on SERVQUAL and fuzzy TOPSIS for evaluating transportation service quality [J].
Awasthi, Anjali ;
Chauhan, Satyaveer S. ;
Omrani, Hichem ;
Panahi, Ariyo .
COMPUTERS & INDUSTRIAL ENGINEERING, 2011, 61 (03) :637-646
[8]   Improved hierarchical fuzzy TOPSIS for road safety performance evaluation [J].
Bao, Qiong ;
Ruan, Da ;
Shen, Yongjun ;
Hermans, Elke ;
Janssens, Davy .
KNOWLEDGE-BASED SYSTEMS, 2012, 32 :84-90
[9]   Integrating fuzzy DEMATEL and fuzzy hierarchical TOPSIS methods for truck selection [J].
Baykasoglu, Adil ;
Kaplanoglu, Vahit ;
Durmusoglu, Zeynep D. U. ;
Sahin, Cenk .
EXPERT SYSTEMS WITH APPLICATIONS, 2013, 40 (03) :899-907
[10]   Properties of fuzzy distance of LR type fuzzy numbers [J].
Chen, Shan-Huo ;
Wang, Chien-Chung .
PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2008, :3591-+