Robust network design for sustainable-resilient reverse logistics network using big data: A case study of end-of-life vehicles

Govindan, Kannan; Gholizadeh, Hadi

doi:10.1016/j.tre.2021.102279

Cited by 100 publications

(38 citation statements)

References 106 publications

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“…Implementing new technologies always involves the introduction of new policies and environmental regulations that organizations need to follow for ecological causes. Developing such policies makes the system sustainable and pushes the working culture towards a CE (Govindan & Gholizadeh, 2021). Technologies like IoT, blockchain, I4.0, ML, BD, and AI are reported as CE enablers that can also improve the flexibility of organizations to enhance sustainable performance (Dutta et al, 2020; Rajput & Singh, 2019).…”

Section: Discussionmentioning

confidence: 99%

Supply chain firm performance in circular economy and digital era to achieve sustainable development goals

et al. 2021

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Digitalization of the supply chain (SC) has received plenty of attention from practitioners and researchers in recent years to address the challenges of the business environment and assist firms in achieving a circular SC. Implementing circularity in business operations is a practice of achieving sustainability which is of utmost significance for achieving sustainable development goals established by the United Nations. This study empirically examines the relation among flexibility, AI-IoT adoption, and SC firm performance under the circular economy (CE) environment based on resource orchestration theory (ROT), an integrated version of the extendedresource-based view, and dynamic capability theory (DCT). Data were collected from Indian manufacturing firms through a questionnaire-based survey and examined using "structural equation modeling (SEM)." The study results show that information flexibility and organizational flexibility have the highest impact on AI-IoT adoption.Organizational flexibility shows full mediation with AI-IoT, which would influence the SC firm performance directly. The analysis also indicates that CE will affect the relation between organizational flexibility and AI-IoT adoption. These findings pave the way for cross-country analysis, formation of practical strategies, and policies related to AI-IoT and CE implementations.

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Section: Discussionmentioning

confidence: 99%

Supply chain firm performance in circular economy and digital era to achieve sustainable development goals

et al. 2021

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“…This is more attractive to CAFS (Carter and Rogers, 2008). This is because according to the contingency theory, the sustainable practice environment created by the MLSP is unknown and uncertain for CAFS which lacks sustainable practice knowledge and technology (Govindan and Gholizadeh, 2021). Previous research has shown that supply chain participants pursuing sustainable development often work in an unpredictable and dynamic environment.…”

Section: Hypothesis Developmentmentioning

confidence: 99%

Exploring the role of sustainable logistics service providers in multinational supply chain cooperation: An integrated theory-based perspective

Fang²,

Pang³

et al. 2022

Front. Environ. Sci.

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In recent years, suppliers’ sustainability has been the primary source of conflict in multinational supply chains. How suppliers from developing nations may accomplish sustainable development and competitive advantage goals has become a tough issue inside the multinational supply chain, particularly in the agri-food cold chain. Using an integrated theory-based perspective, this paper analyzes how sustainable logistics service providers’ supply chain cooperation (MSCC) might drive the sustainable transformation of suppliers in developing nations. Between 1 June 2020 and 15 January 2021, we gathered feedback from 215 Chinese vendors and analyzed and discussed possible models using structural equation modeling. This study demonstrates that the sustainable practices of logistics service providers are the foundation for influencing the collaboration of suppliers in developing nations with regard to sustainability. In addition, the five-stage transnational supply chain cooperation based on the theory of innovation diffusion is an efficient strategy for ensuring the sustainable development of suppliers in developing nations. This paper examines the theoretical framework at the forefront of multinational supply chain sustainability development. This presents the most recent experience and policy application for suppliers from emerging nations to acquire a competitive advantage.

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“…As such, a stochastic optimization model based on discrete scenarios, where the probability of the occurrence of an event can be formulated for various situations, and decisions are made based on the expected uncertainty in the future. Thus, the choice of models to arrive at a decision should be robust or resilient (Gholizadeh et al 2020a, b;Govindan, and Gholizadeh, 2021). The strategic decisions to be made during the first stage are infrastructural, i.e., where to site the centers.…”

Section: Problem Formulationmentioning

confidence: 99%

Big data-driven optimization for sustainable reverse logistics network design

Khoei

Aria

Gholizadeh

et al. 2022

J Ambient Intell Human Comput

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The reverse logistics network (RLN) design for sustainable supply chain management is a strategic decision in network configuration, and is higher influenced by uncertainty. This paper applies a bi-level stochastic multi-objective model to design an RLN for a disposable product recycling management system. The goal is to balance the overall network cost against the associated environmental risks. An LP-metric based sample average approximation is formulated to solve the optimization problem. The model is validated numerically through a disposable product firm.

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Robust network design for sustainable-resilient reverse logistics network using big data: A case study of end-of-life vehicles

Cited by 100 publications

References 106 publications

Supply chain firm performance in circular economy and digital era to achieve sustainable development goals

Supply chain firm performance in circular economy and digital era to achieve sustainable development goals

Exploring the role of sustainable logistics service providers in multinational supply chain cooperation: An integrated theory-based perspective

Big data-driven optimization for sustainable reverse logistics network design

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