An integrated fuzzy decision model for prioritization of barriers affecting sustainability adoption within supply chains under unknown weight context

被引:9
作者
Krishankumar, R. [1 ]
Amritha, P. P. [2 ]
Ravichandran, K. S. [3 ]
机构
[1] Amrita Vishwa Vidyapeetham, Dept Comp Sci & Engn, Amrita Sch Comp, Coimbatore, Tamil Nadu, India
[2] Amrita Vishwa Vidyapeetham, Amrita Sch Engn, TIFAC CORE Cyber Secur, Coimbatore, Tamil Nadu, India
[3] Amrita Vishwa Vidyapeetham, Dept Math, Amrita Sch Phys Sci, Coimbatore, Tamil Nadu, India
关键词
Digital technology; Fuzzy decision model; Interactive COPRAS; Sustainable supply chains; CIRCULAR ECONOMY; COPRAS METHOD; TOPSIS; AHP; MANAGEMENT; SELECTION; SWARA;
D O I
10.1007/s12063-022-00322-3
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Industry 4.0 and the emergence of the circular economy have inspired industries to rigorously concentrate on digital technologies (DTs). There is an excellent appetite for DTs in developing countries like India, and initiatives such as Digital India have transformed business to a more sustainable dimension. Encouraged to adopt DTs, industries identify practical barriers at the social, environmental and economic levels. Although the literature provides discussion on these barriers, a rational prioritization is lacking. To circumvent the problem, a fuzzy decision model is put forward. Firstly, the barriers affecting DT adoption are reviewed and industry experts can rate the barriers after that. Owing to the diversification/heterogeneity of the experts, biased weights are determined by the fuzzy-attitudinal-CRiteria Importance Through Inter-criteria Correlation (CRITIC) technique. Furthermore, the barriers are prioritized by proposing the interactive COomplex PRoportional ASsessment (COPRAS) algorithm. Finally, a case example from the food industry is exemplified so as to understand the usefulness of the model, and a comparison with the other models is made so as to realize the benefits and the shortcomings.
引用
收藏
页码:1010 / 1027
页数:18
相关论文
共 74 条
[31]   Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations [J].
Lopes de Sousa Jabbour, Ana Beatriz ;
Chiappetta Jabbour, Charbel Jose ;
Godinho Filho, Moacir ;
Roubaud, David .
ANNALS OF OPERATIONS RESEARCH, 2018, 270 (1-2) :273-286
[32]   COPRAS METHOD FOR MULTIPLE ATTRIBUTE GROUP DECISION MAKING UNDER PICTURE FUZZY ENVIRONMENT AND THEIR APPLICATION TO GREEN SUPPLIER SELECTION [J].
Lu, Jianping ;
Zhang, Siqi ;
Wu, Jiang ;
Wei, Yu .
TECHNOLOGICAL AND ECONOMIC DEVELOPMENT OF ECONOMY, 2021, 27 (02) :369-385
[33]   Barriers to green roof installation: An integrated fuzzy-based MCDM approach [J].
Mahdiyar, Amir ;
Mohandes, Saeed Reza ;
Durdyev, Serdar ;
Tabatabaee, Sanaz ;
Ismail, Syuhaida .
JOURNAL OF CLEANER PRODUCTION, 2020, 269
[34]   Gresilient supplier selection through Fuzzy Ordinal Priority Approach: decision-making in post-COVID era [J].
Mahmoudi, Amin ;
Javed, Saad Ahmed ;
Mardani, Abbas .
OPERATIONS MANAGEMENT RESEARCH, 2022, 15 (1-2) :208-232
[35]   A novel extended approach under hesitant fuzzy sets to design a framework for assessing the key challenges of digital health interventions adoption during the COVID-19 outbreak [J].
Mardani, Abbas ;
Saraji, Mahyar Kamali ;
Mishra, Arunodaya Raj ;
Rani, Pratibha .
APPLIED SOFT COMPUTING, 2020, 96 (96)
[36]   Determining the utility in management by using multi-criteria decision support tools: a review [J].
Mardani, Abbas ;
Jusoh, Ahmad ;
Halicka, Katarzyna ;
Ejdys, Joanna ;
Magruk, Andrzej ;
Ahmad, Ungku Norulkamar U. .
ECONOMIC RESEARCH-EKONOMSKA ISTRAZIVANJA, 2018, 31 (01) :1666-1716
[37]   A systematic review and meta-Analysis of SWARA and WASPAS methods: Theory and applications with recent fuzzy developments [J].
Mardani, Abbas ;
Nilashi, Mehrbakhsh ;
Zakuan, Norhayati ;
Loganathan, Nanthakumar ;
Soheilirad, Somayeh ;
Saman, Muhamad Zameri Mat ;
Ibrahim, Othman .
APPLIED SOFT COMPUTING, 2017, 57 :265-292
[38]   A comprehensive MCDM-based approach using TOPSIS, COPRAS and DEA as an auxiliary tool for material selection problems [J].
Mousavi-Nasab, Seyed Hadi ;
Sotoudeh-Anvari, Alireza .
MATERIALS & DESIGN, 2017, 121 :237-253
[39]   A Fuzzy Multi-Criteria Analysis of Barriers and Policy Strategies for Small and Medium Enterprises to Adopt Green Innovation [J].
Musaad, Almalki Sultan O. ;
Zhuo, Zhang ;
Musaad, Almalki Otaibi O. ;
Siyal, Zafar Ali ;
Hashmi, Hammad ;
Shah, Syed Ahsan Ali .
SYMMETRY-BASEL, 2020, 12 (01)
[40]   A review of entropy measures for uncertainty quantification of stochastic processes [J].
Namdari, Alireza ;
Li, Zhaojun .
ADVANCES IN MECHANICAL ENGINEERING, 2019, 11 (06)