A Novel Decision Making Approach for Benchmarking the Service Quality of Smart Community Health Centers

被引:2
作者
Li, Hao [1 ,2 ]
Li, Jinlin [1 ]
Dietl, Helmut [2 ]
机构
[1] Beijing Inst Technol, Sch Management & Econ, Beijing 100081, Peoples R China
[2] Univ Zurich, Dept Business Adm, CH-8032 Zurich, Switzerland
基金
中国国家自然科学基金;
关键词
Uncertainty; Smart cities; Decision making; Benchmark testing; Tools; Quality of service; quality management; fuzzy set theory; decision making; FUZZY DEMATEL; ELECTRE III; TECHNOLOGY; CHINA;
D O I
10.1109/ACCESS.2020.3037769
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The purpose of this research is to develop a novel approach to benchmark smart community health centers in order to achieve continuous improvement of service quality. Three methods are presented: the fuzzy DEMATEL method is used to determine the criteria weights, the fuzzy ELECTRE III method is employed to obtain the ranking of smart community health centers, and IPA (Importance-Performance Analysis) is employed to formulate improvement strategies. The proposed approach clearly identifies the strengths and weakness of each smart community health center by ranking its performance with respect to a system of five service quality criteria. In addition, IPA is able to develop the most effective improvement strategies for each smart community health center. The proposed approach was applied to five smart community health centers in Beijing and service strengths and weakness are discussed. The proposed approach has three notable advantages. First, the novel approach can address ambiguity and uncertainty in the process of decision making. Second, interdependent relationships among the evaluation criteria are analyzed by the fuzzy DEMATEL method, so that the weights obtained are more in line with reality. Third, the fuzzy ELECTRE III method considers non-compensatory behavior for service quality comparisons among smart community health centers. The novel fuzzy-based approach presented in this article is a powerful and highly effective tool to benchmark smart community health centers and develop successful improvement strategies of service quality.
引用
收藏
页码:209904 / 209914
页数:11
相关论文
共 25 条
[1]   An integrated method to plan, structure and validate a business strategy using fuzzy DEMATEL and the balanced scorecard [J].
Acuna-Carvajal, Felipe ;
Pinto-Tarazona, Leonardo ;
Lopez-Ospina, Hector ;
Barros-Castro, Ricardo ;
Quezada, Luis ;
Palacio, Katherine .
EXPERT SYSTEMS WITH APPLICATIONS, 2019, 122 :351-368
[2]   A novel algorithm based on information diffusion and fuzzy MADM methods for analysis of damages caused by diabetes crisis [J].
Ahmadi, Khatereh ;
Ebrahimi, Morteza .
APPLIED SOFT COMPUTING, 2019, 76 :205-220
[3]   The evaluation of hospital service quality by fuzzy MCDM [J].
Akdag, Herman ;
Kalayci, Turgay ;
Karagoz, Suat ;
Zulfikar, Haluk ;
Giz, Deniz .
APPLIED SOFT COMPUTING, 2014, 23 :239-248
[4]   Information technology and voluntary quality disclosure by hospitals [J].
Angst, Corey ;
Agarwal, Ritu ;
Gao, Guodong ;
Khuntia, Jiban ;
McCullough, Jeffrey S. .
DECISION SUPPORT SYSTEMS, 2014, 57 :367-375
[5]   ELECTRE III to dynamically support the decision maker about the periodic replacements configurations for a multi-component system [J].
Certa, Antonella ;
Enea, Mario ;
Lupo, Toni .
DECISION SUPPORT SYSTEMS, 2013, 55 (01) :126-134
[6]   A fuzzy multi-criteria decision making model for supplier selection [J].
Dalalah, Doraid ;
Hayajneh, Mohammed ;
Batieha, Farhan .
EXPERT SYSTEMS WITH APPLICATIONS, 2011, 38 (07) :8384-8391
[7]   Focus on vulnerable populations and promoting equity in health service utilization --an analysis of visitor characteristics and service utilization of the Chinese community health service [J].
Dong, Xiaoxin ;
Liu, Ling ;
Cao, Shiyi ;
Yang, Huajie ;
Song, Fujian ;
Yang, Chen ;
Gong, Yanhong ;
Wang, Yunxia ;
Yin, Xiaoxu ;
Xu, Xing ;
Xie, Jun ;
Sun, Yi ;
Lu, Zuxun .
BMC PUBLIC HEALTH, 2014, 14
[9]   Multicriteria group decision making with ELECTRE III method based on interval-valued intuitionistic fuzzy information [J].
Hashemi, Shide Sadat ;
Hajiagha, Seyed Hossein Razavi ;
Zavadskas, Edmundas Kazimieras ;
Mandiraji, Hannan Amoozad .
APPLIED MATHEMATICAL MODELLING, 2016, 40 (02) :1554-1564
[10]   Fuzzy AHP based prioritization and taxonomy of software process improvement success factors in global software development [J].
Khan, Arif Ali ;
Shameem, Mohammad ;
Kumar, Rakesh Ranjan ;
Hussain, Shahid ;
Yan, Xuefeng .
APPLIED SOFT COMPUTING, 2019, 83