Selection of Cold Chain Logistics Service Providers Based on a Grey AHP and Grey COPRAS Framework: A Case Study in Vietnam

被引:17
|
作者
Ngoc-Ai-Thy Nguyen [1 ]
Chia-Nan Wang [1 ]
Le-Thanh-Hieu Dang [1 ]
Le-Thanh-Tuyen Dang [2 ]
Thanh-Tuan Dang [1 ,3 ]
机构
[1] Natl Kaohsiung Univ Sci & Technol, Dept Ind Engn & Management, Kaohsiung 807618, Taiwan
[2] Banking Univ Ho Chi Minh City, Dept Banking & Finance, Ho Chi Minh 71307, Vietnam
[3] Hong Bang Int Univ, Dept Logist & Supply Chain Management, Ho Chi Minh 72320, Vietnam
关键词
cold supply chain; third party logistics (3PL); logistics outsourcing; multi-criteria decision making; AHP; COPRAS; grey theory; CRITERIA DECISION-MAKING; 3RD-PARTY LOGISTICS; SUPPLIER SELECTION; FUZZY COPRAS; MODEL; MAINTENANCE; SYSTEMS; SWARA; MCDM;
D O I
10.3390/axioms11040154
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Choosing the most suitable cold chain logistics service providers (CLPs) is a vital strategic decision for businesses aiming to achieve an effective and sustainable cold supply chain. A sustainable CLP is one that integrates sustainable practices across its whole operation cycle to achieve product quality, on-time deliveries, and satisfied customer requirements, while preventing products from going to waste, which is especially important in the context of a developing country. This study aims to evaluate and select the best CLP regarding their sustainability performance. For this evaluation, a multi-criteria decision making (MCDM)-based framework is proposed that integrates the grey analytic hierarchy process (G-AHP) and grey complex proportional assessment (G-COPRAS) methodologies, in which grey numbers are used to express the linguistic evaluation statements of experts. Initially, the evaluation criteria based on service level, economic, environmental, and social dimensions were determined by means of a literature review and experts' opinions to employ the MCDM approach. The G-AHP was utilized to identify the criteria weights, and then, G-COPRAS was used to select the best CLP among the alternatives. A case illustration in Vietnam is presented to exhibit the presented approach's applicability. From the G-AHP findings, product quality, logistics costs, innovation, and effectiveness of cold chain processes, customer experience, and CO emissions of refrigerated vehicle were ranked as the five most important criteria. From the G-COPRAS analysis, Yoshida Saigon Cold Logistic (CPL-05) is the best CLP. The robustness of the applied integrated MCDM approach was also tested by conducting a comparative analysis, in which the priority rankings of the best CLPs were very similar. The assessment in this study is directed towards enabling managers, practitioners, and stakeholders of cold chain businesses to assess the most efficient CLP in the supply chain in the market and also to devise suitable strategies toward sustainable development.
引用
收藏
页数:24
相关论文
共 46 条
  • [21] Determinants for Supplier Selection Based on Hybrid Grey Theory: Case Study of the Vietnamese Coffee Industry
    Ho, Nguyen-Nhu-Y
    Nguyen, Phuong Mai
    Tran, Cong Thanh
    Ta, Huy Hung
    PROCESSES, 2024, 12 (05)
  • [22] Site selection of photovoltaic power plants in a value chain based on grey cumulative prospect theory for sustainability: A case study in Northwest China
    Liu, Jicheng
    Xu, Fangqiu
    Lin, Shuaishuai
    JOURNAL OF CLEANER PRODUCTION, 2017, 148 : 386 - 397
  • [23] Logistics service mode selection based on decision-tree model and grey multi-criteria risk decision-making method
    Hou Jing
    Zhao Lindu
    PROCEEDINGS OF 2007 IEEE INTERNATIONAL CONFERENCE ON GREY SYSTEMS AND INTELLIGENT SERVICES, VOLS 1 AND 2, 2007, : 820 - 825
  • [24] Optimization study of tourism total revenue prediction model based on the Grey Markov chain: a case study of Macau
    Chen, Xiaolong
    Zhang, Hongfeng
    Wong, Cora Un In
    AIMS MATHEMATICS, 2024, 9 (06): : 16187 - 16202
  • [25] Sourcing third party logistics service providers based on environmental, social and corporate governance: a case study
    Moreira, Otacilio Jose
    Rodrigues, Maria Carolina Martins
    DISCOVER SUSTAINABILITY, 2023, 4 (01):
  • [26] Sourcing third party logistics service providers based on environmental, social and corporate governance: a case study
    Otacilio Jose Moreira
    Maria Carolina Martins Rodrigues
    Discover Sustainability, 4
  • [27] Preference-based grey theory model and its application in waste disposal selection: a case study
    Tiwari, Ankit
    Sharma, Pritee
    SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES, 2024, 49 (01):
  • [28] Preference-based grey theory model and its application in waste disposal selection: a case study
    Ankit Tiwari
    Pritee Sharma
    Sādhanā, 49
  • [29] Demand forecasting of transportation service network of food cold chain based on a combined model of trend double exponential smoothing and improved grey methods
    Xu X.
    Li R.-W.
    Zhao Y.
    Wu X.-L.
    Nyberg T.
    Zhao, Yun (zy_super0201@sina.com), 2018, Inderscience Publishers (15) : 1 - 9
  • [30] Quality Evaluation of Tourism Service Based on Multi-level Grey Theory -A Case Study of Zhangjiajie City
    Yuan, Yaoqing
    Fu, Wuping
    2014 11TH INTERNATIONAL CONFERENCE ON SERVICE SYSTEMS AND SERVICE MANAGEMENT (ICSSSM), 2014,