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Network planning and operation of sustainable closed-loop supply chains in emerging markets: Retail market configurations and carbon policies

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  • Tao, Yi
  • Wu, Jianhuang
  • Lai, Xiaofan
  • Wang, Fan

Abstract

This paper studies an integrated network planning and operation problem of sustainable closed-loop supply chain (CLSC) under demand uncertainty with particularly interest in the configuration of retail network. The problem is modeled as a two-stage stochastic program which is further extended to evaluate the impact of various carbon polices on planning and operation decisions of the CLSC. A branch and bound based integer L-shaped algorithm has been proposed to solve these models. Extensive numerical experiments are conducted and impacts of carbon policies are analyzed. Sensitivity analysis is carried out and several managerial insights are drawn.

Suggested Citation

  • Tao, Yi & Wu, Jianhuang & Lai, Xiaofan & Wang, Fan, 2020. "Network planning and operation of sustainable closed-loop supply chains in emerging markets: Retail market configurations and carbon policies," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 144(C).
    • Handle: RePEc:eee:transe:v:144:y:2020:i:c:s136655452030778x
    DOI: 10.1016/j.tre.2020.102131
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    as
    1. Adhikari, Arnab & Bisi, Arnab, 2020. "Collaboration, bargaining, and fairness concern for a green apparel supply chain: An emerging economy perspective," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 135(C).
    2. Zhalechian, M. & Tavakkoli-Moghaddam, R. & Zahiri, B. & Mohammadi, M., 2016. "Sustainable design of a closed-loop location-routing-inventory supply chain network under mixed uncertainty," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 89(C), pages 182-214.
    3. Wang, Minke & Wu, Jiang & Kafa, Nadine & Klibi, Walid, 2020. "Carbon emission-compliance green location-inventory problem with demand and carbon price uncertainties," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 142(C).
    4. Choudhary, Alok & Sarkar, Sagar & Settur, Srikar & Tiwari, M.K., 2015. "A carbon market sensitive optimization model for integrated forward–reverse logistics," International Journal of Production Economics, Elsevier, vol. 164(C), pages 433-444.
    5. Huang, Hongfu & Xing, Xinjie & He, Yong & Gu, Xiaoyu, 2020. "Combating greenwashers in emerging markets: A game-theoretical exploration of firms, customers and government regulations," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 140(C).
    6. Wang, Junbin & Zhang, Ting & Fan, Xiaojun, 2020. "Reverse channel design with a dominant retailer and upstream competition in emerging markets: Retailer- or manufacturer- collection?," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 137(C).
    7. Fattahi, Mohammad & Govindan, Kannan, 2018. "A multi-stage stochastic program for the sustainable design of biofuel supply chain networks under biomass supply uncertainty and disruption risk: A real-life case study," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 118(C), pages 534-567.
    8. Shin, Youngchul & Lee, Sangyoon & Moon, Ilkyeong, 2020. "Robust multiperiod inventory model considering trade-in program and refurbishment service: Implications to emerging markets," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 138(C).
    9. Waltho, Cynthia & Elhedhli, Samir & Gzara, Fatma, 2019. "Green supply chain network design: A review focused on policy adoption and emission quantification," International Journal of Production Economics, Elsevier, vol. 208(C), pages 305-318.
    10. Gérard P. Cachon, 2014. "Retail Store Density and the Cost of Greenhouse Gas Emissions," Management Science, INFORMS, vol. 60(8), pages 1907-1925, August.
    11. Yadong Luo, 2003. "Industrial dynamics and managerial networking in an emerging market: the case of China," Strategic Management Journal, Wiley Blackwell, vol. 24(13), pages 1315-1327, December.
    12. Choi, Tsan-Ming & Guo, Shu & Liu, Na & Shi, Xiutian, 2020. "Optimal pricing in on-demand-service-platform-operations with hired agents and risk-sensitive customers in the blockchain era," European Journal of Operational Research, Elsevier, vol. 284(3), pages 1031-1042.
    13. Gao, Jingzhe & Xiao, Zhongdong & Cao, Binbin & Chai, Qiangfei, 2018. "Green supply chain planning considering consumer’s transportation process," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 109(C), pages 311-330.
    14. Chen, Xu & Wang, Xiaojun, 2016. "Effects of carbon emission reduction policies on transportation mode selections with stochastic demand," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 90(C), pages 196-205.
    15. Liu, Junjun & Hu, Houbao & Tong, Xun & Zhu, Qinghua, 2020. "Behavioral and technical perspectives of green supply chain management practices: Empirical evidence from an emerging market," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 140(C).
    16. Shi, Xiutian & Chan, Hau-Ling & Dong, Ciwei, 2020. "Impacts of competition between buying firms on corporate social responsibility efforts: Does competition do more harm than good?," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 140(C).
    17. Genovese, Andrea & Acquaye, Adolf A. & Figueroa, Alejandro & Koh, S.C. Lenny, 2017. "Sustainable supply chain management and the transition towards a circular economy: Evidence and some applications," Omega, Elsevier, vol. 66(PB), pages 344-357.
    18. Gustavo Angulo & Shabbir Ahmed & Santanu S. Dey, 2016. "Improving the Integer L-Shaped Method," INFORMS Journal on Computing, INFORMS, vol. 28(3), pages 483-499, August.
    19. M. L. Fisher & D. S. Hochbaum, 1980. "Probabilistic Analysis of the Planar k -Median Problem," Mathematics of Operations Research, INFORMS, vol. 5(1), pages 27-34, February.
    20. Guo, Shu & Choi, Tsan-Ming & Shen, Bin, 2020. "Green product development under competition: A study of the fashion apparel industry," European Journal of Operational Research, Elsevier, vol. 280(2), pages 523-538.
    21. Niu, Baozhuang & Xu, Jingwen & Lee, Carman K.M. & Chen, Lei, 2019. "Order timing and tax planning when selling to a rival in a low-tax emerging market," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 123(C), pages 165-179.
    22. De, Manoranjan & Giri, B.C., 2020. "Modelling a closed-loop supply chain with a heterogeneous fleet under carbon emission reduction policy," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 133(C).
    23. Fu, Chenyi & Zhu, Ning & Ma, Shoufeng, 2017. "A stochastic program approach for path reconstruction oriented sensor location model," Transportation Research Part B: Methodological, Elsevier, vol. 102(C), pages 210-237.
    24. Zhong, Yuanguang & Shu, Jia & Xie, Wei & Zhou, Yong-Wu, 2018. "Optimal trade credit and replenishment policies for supply chain network design," Omega, Elsevier, vol. 81(C), pages 26-37.
    25. Choi, Tsan-Ming & Luo, Suyuan, 2019. "Data quality challenges for sustainable fashion supply chain operations in emerging markets: Roles of blockchain, government sponsors and environment taxes," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 131(C), pages 139-152.
    26. Lai, Xiaofan & Tao, Yi & Wang, Fan & Zou, Zongbao, 2019. "Sustainability investment in maritime supply chain with risk behavior and information sharing," International Journal of Production Economics, Elsevier, vol. 218(C), pages 16-29.
    27. Yongxi (Eric) Huang & Yueyue Fan & Chien-Wei Chen, 2014. "An Integrated Biofuel Supply Chain to Cope with Feedstock Seasonality and Uncertainty," Transportation Science, INFORMS, vol. 48(4), pages 540-554, November.
    28. Haddadsisakht, Ali & Ryan, Sarah M., 2018. "Closed-loop supply chain network design with multiple transportation modes under stochastic demand and uncertain carbon tax," International Journal of Production Economics, Elsevier, vol. 195(C), pages 118-131.
    29. Fahimnia, Behnam & Sarkis, Joseph & Davarzani, Hoda, 2015. "Green supply chain management: A review and bibliometric analysis," International Journal of Production Economics, Elsevier, vol. 162(C), pages 101-114.
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    Cited by:

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    2. Yang Hu, 2023. "Perspectives in closed-loop supply chains network design considering risk and uncertainty factors," Papers 2306.04819, arXiv.org.
    3. Zhang, Abraham & Wang, Jason X. & Farooque, Muhammad & Wang, Yulan & Choi, Tsan-Ming, 2021. "Multi-dimensional circular supply chain management: A comparative review of the state-of-the-art practices and research," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 155(C).
    4. Arunmozhi, Manimuthu & Venkatesh, V.G. & Arisian, Sobhan & Shi, Yangyan & Raja Sreedharan, V., 2022. "Application of blockchain and smart contracts in autonomous vehicle supply chains: An experimental design," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 165(C).
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    6. Shan Lyu & Yuyu Chen & Lei Wang, 2022. "Optimal Decisions in a Multi-Party Closed-Loop Supply Chain Considering Green Marketing and Carbon Tax Policy," IJERPH, MDPI, vol. 19(15), pages 1-23, July.

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