A hybrid fuzzy BWM-VIKOR MCDM to evaluate the service level of bike-sharing companies: A case study from Chengdu, China

被引:46
作者
Liang, Xuedong [1 ]
Chen, Ting [1 ]
Ye, Meng [1 ]
Lin, Huirong [2 ]
Li, Zhi [1 ]
机构
[1] Sichuan Univ, Business Sch, Chengdu 610065, Peoples R China
[2] Natl Environm Protect Hazardous Waste Disposal En, Beijing, Peoples R China
关键词
Fuzzy set; BWM; VIKOR; Service evaluation; Bike-sharing; BARRIERS; NUMBERS; SATISFACTION; MANAGEMENT; INNOVATION; DECISIONS; EXTENSION; FRAMEWORK; SELECTION; BEHAVIOR;
D O I
10.1016/j.jclepro.2021.126759
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Bike-sharing is being widely used in many cities in China and gradually penetrated people's daily habits. However, because there are so many bicycle providers in the market, companies need to develop differentiated service strategies to compete in this homogenized market. Therefore, this paper examined the current bike-sharing enterprise service level in Chengdu, constructed a evaluation index system with 17 indicators under four main dimensions: perceptibility, availability, reliability, and sustainability; Developed a multi-stage hybrid fuzzy best and worst method (BWM) and Visekriterijumska Optimizacija i Kompromisno Resenje (VIKOR) method to evaluate bike-sharing service levels, understand user per-ceptions, and enable decision-makers to make more accurate and reliable judgments under uncertain conditions. This research provided a new comprehensive decision-making tool that the evaluation re-sults could help managers improve their performances targeted, provide users with higher quality products and services, and contribute to the long-term development of companies. (c) 2021 Elsevier Ltd. All rights reserved.
引用
收藏
页数:11
相关论文
共 65 条
  • [1] A Novel Multi-Perspective Benchmarking Framework for Selecting Image Dehazing Intelligent Algorithms Based on BWM and Group VIKOR Techniques
    Abdulkareem, Karrar Hameed
    Arbaiy, Nureize
    Zaidan, A. A.
    Zaidan, B. B.
    Albahri, O. S.
    Alsalem, M. A.
    Salih, Mahmood M.
    [J]. INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2020, 19 (03) : 909 - 957
  • [2] An evaluation and selection problems of OSS-LMS packages
    Abdullateef, Belal Najeh
    Elias, Nur Fazidah
    Mohamed, Hazura
    Zaidan, A. A.
    Zaidan, B. B.
    [J]. SPRINGERPLUS, 2016, 5 : 1 - 35
  • [3] ZBWM: The Z-number extension of Best Worst Method and its application for supplier development
    Aboutorab, Hamed
    Saberi, Morteza
    Asadabadi, Mehdi Rajabi
    Hussain, Omar
    Chang, Elizabeth
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2018, 107 : 115 - 125
  • [4] Comparative analysis of MCDM methods for pipe material selection in sugar industry
    Anojkumar, L.
    Ilangkumaran, M.
    Sasirekha, V.
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2014, 41 (06) : 2964 - 2980
  • [5] [Anonymous], 2017, KNOWL BASED SYST, DOI DOI 10.1016/J.KN0SYS.2017.01.010
  • [6] [Anonymous], 2002, TOURISM MANAGE
  • [7] A hybrid approach based on SERVQUAL and fuzzy TOPSIS for evaluating transportation service quality
    Awasthi, Anjali
    Chauhan, Satyaveer S.
    Omrani, Hichem
    Panahi, Ariyo
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 2011, 61 (03) : 637 - 646
  • [8] Knowing about a public bicycle share program in Montreal, Canada: Are diffusion of innovation and proximity enough for equitable awareness?
    Bernatchez, Annie C.
    Gauvin, Lise
    Fuller, Daniel
    Dube, Anne Sophie
    Drouin, Louis
    [J]. JOURNAL OF TRANSPORT & HEALTH, 2015, 2 (03) : 360 - 368
  • [9] A modeling framework for the dynamic management of free-floating bike-sharing systems
    Caggiani, Leonardo
    Camporeale, Rosalia
    Ottomanelli, Michele
    Szeto, Wai Yuen
    [J]. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2018, 87 : 159 - 182
  • [10] A novel outranking based multi criteria group decision making methodology integrating ELECTRE and VIKOR under intuitionistic fuzzy environment
    Cali, Sedef
    Balaman, Sebnem Yilmaz
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2019, 119 : 36 - 50