Nabil Dewan Hafiz, Al Amin Md, Baldacci Roberto
Department of Industrial Engineering and Management, Khulna University of Engineering & Technology, KUET-9203, Bangladesh.
Division of Engineering Management and Decision Sciences, College of Science and Engineering, Hamad Bin Khalifa University, Doha-34110, Qatar.
Heliyon. 2024 May 16;10(10):e31274. doi: 10.1016/j.heliyon.2024.e31274. eCollection 2024 May 30.
This study develops a hybrid model to investigate the factors affecting transnational e-commerce supply chain resilience (TNSCRE) by integrating the Entropy Weight Method (EWM), Simple Additive Weighting (SAW), and Interpretive Structural Modeling (ISM). The study identifies 36 critical factors categorized under supply chain adaptability, supply chain efficiency, and supply chain evolution, and five criteria are used to rank these factors. The EWM is used to calculate the relative weights of the criteria, and the SAW method is used to rank the factors based on their weighted scores. The ISM is then used to evaluate the interrelationships among the key factors. The research highlights the significance of several factors, such as the speed of supply chain disruption recovery, interactive collaboration, and response time to supply chain disruption. Sensitivity analysis was performed to assess the robustness of the findings. Finally, a SWOT analysis is conducted to develop a strategic action plan for addressing these significant factors. The study provides a comprehensive understanding of the factors that impact TNSCRE from the perspective of multiple stakeholders. The findings can help e-commerce business owners improve their existing supply chain resilience and achieve sustainable growth in the context of globalization.
本研究通过整合熵权法(EWM)、简单加权法(SAW)和解释结构模型(ISM),开发了一种混合模型,以研究影响跨国电子商务供应链弹性(TNSCRE)的因素。该研究识别出36个关键因素,这些因素分为供应链适应性、供应链效率和供应链演变三类,并使用五个标准对这些因素进行排名。熵权法用于计算标准的相对权重,简单加权法用于根据因素的加权得分对其进行排名。然后,解释结构模型用于评估关键因素之间的相互关系。该研究强调了几个因素的重要性,如供应链中断恢复速度、互动协作以及对供应链中断的响应时间。进行了敏感性分析以评估研究结果的稳健性。最后,进行了SWOT分析,以制定解决这些重要因素的战略行动计划。该研究从多个利益相关者的角度全面理解了影响跨国电子商务供应链弹性的因素。研究结果可以帮助电子商务企业主提高其现有供应链弹性,并在全球化背景下实现可持续增长。