Onsite/offsite social commerce adoption for SMEs using fuzzy linguistic decision making in complex framework

被引:5
|
作者
Hussain W. [1 ]
Merigo J.M. [2 ]
机构
[1] Victoria University Business School, Victoria University, Melbourne
[2] Faculty of Engineering and Information Technology, University of Technology Sydney, Ultimo
关键词
FAHP; Fuzzy linguistic; Multi-criteria group decision making; OWA operator; Social commerce adoption; TOE framework;
D O I
10.1007/s12652-022-04157-5
中图分类号
学科分类号
摘要
There has been a growing social commerce adoption trend among SMEs for few years. However, it is often a challenging strategic task for SMEs to choose the right type of social commerce. SMEs usually have a limited budget, technical skills and resources and want to maximise productivity with those limited resources. There is much literature that discusses the social commerce adoption strategy for SMEs. However, there is no work to enable SMEs to choose social commerce—onsite/offsite or hybrid strategy. Moreover, very few studies allow the decision-makers to handle uncertain, complex nonlinear relationships of social commerce adoption factors. The paper proposes a fuzzy linguistic multi-criteria group decision-making in a complex framework for onsite, offsite social commerce adoption to address the problem. The proposed approach uses a novel hybrid approach by combining FAHP, FOWA and selection criteria of the technological–organisation–environment (TOE) framework. Unlike previous methods, the proposed approach uses the decision maker's attitudinal characteristics and recommends intelligently using the OWA operator. The approach further demonstrates the decision behaviour of the decision-makers with Fuzzy Minimum (FMin), Fuzzy Maximum (FMax), Laplace criteria, Hurwicz criteria, FWA, FOWA and FPOWA. The framework enables the SMEs to choose the right type of social commerce considering TOE factors that help them build a stronger relationship with current and potential customers. The approach's applicability is demonstrated using a case study of three SMEs seeking to adopt a social commerce type. The analysis results indicate the proposed approach's effectiveness in handling uncertain, complex nonlinear decisions in social commerce adoption. © 2022, The Author(s).
引用
收藏
页码:12875 / 12894
页数:19
相关论文
共 50 条
  • [1] Social commerce adoption using TOE framework: An empirical investigation of Saudi Arabian SMEs
    Abed, Salma S.
    INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT, 2020, 53
  • [2] Decision Making on Adoption of Cloud Computing in E-Commerce Using Fuzzy TOPSIS
    Sohaib, Osama
    Naderpour, Mohsen
    2017 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2017,
  • [3] Empirical Research On Electronic Commerce Adoption Decision-making Factors in China SMEs
    Ying, Feng
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON COMPUTER, NETWORKS AND COMMUNICATION ENGINEERING (ICCNCE 2013), 2013, 30 : 712 - 714
  • [4] An Overview on Fuzzy Modelling of Complex Linguistic Preferences in Decision Making
    Rosa M. Rodríguez
    Álvaro Labella
    Luis Martínez
    International Journal of Computational Intelligence Systems, 2016, 9 : 81 - 94
  • [5] An Overview on Fuzzy Modelling of Complex Linguistic Preferences in Decision Making
    Rodriguez, Rosa M.
    Labella, Alvaro
    Martinez, Luis
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2016, 9 : 81 - 94
  • [6] Group decision-making framework using complex Pythagorean fuzzy information
    Xueling Ma
    Muhammad Akram
    Kiran Zahid
    José Carlos R. Alcantud
    Neural Computing and Applications, 2021, 33 : 2085 - 2105
  • [7] Group decision-making framework using complex Pythagorean fuzzy information
    Ma, Xueling
    Akram, Muhammad
    Zahid, Kiran
    Alcantud, Jose Carlos R.
    NEURAL COMPUTING & APPLICATIONS, 2021, 33 (06): : 2085 - 2105
  • [8] Facilitating decision-making for the adoption of smart manufacturing technologies by SMEs via fuzzy TOPSIS
    Bhatia, Purvee
    Diaz-Elsayed, Nancy
    INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2023, 257
  • [9] Exploring barriers of m-commerce adoption in SMEs in the UK: Developing a framework using ISM
    Rana, Nripendra P.
    Barnard, Daniel J.
    Baabdullah, Abdullah M. A.
    Rees, Daniel
    Roderick, Sian
    INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT, 2019, 44 (141-153) : 141 - 153
  • [10] A new integrated group decision making framework with linguistic interval fuzzy preference relations
    Buyukozkan, Gulcin
    Guleryuz, Sezin
    PROCEEDINGS OF THE 8TH CONFERENCE OF THE EUROPEAN SOCIETY FOR FUZZY LOGIC AND TECHNOLOGY (EUSFLAT-13), 2013, 32 : 363 - 368