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A new biform game-based coordination mechanism for a carbon complementary supply chain under hybrid carbon regulations

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  • Zheng, Xiao-Xue
  • Zhang, Shiyuan
  • Jia, Fu
  • Lin, Xiao

Abstract

Cap-and-trade, Certified Emission Reductions (CERs) and Renewable Energy Consumption Obligation (RECO) are three regulatory instruments used by governments to decarbonize supply chains. Integrating these mechanisms creates a Carbon Complementary Supply Chain (CCSC), in which traditional energy manufacturers (TMs) with high emissions can offset their carbon footprint by trading CERs with renewable energy manufacturers (RMs) who develop the CER projects, and compete with RMs. In the downstream, retailers are incentivized to procure more renewable energy products to avoid RECO penalties. Given that all the CCSC members tend to cooperatively invest in the CER project, this paper proposes a novel biform game-based coordination mechanism combining noncooperative and cooperative games to promote CCSC’s synergy. The findings show that this mechanism can induce CCSC members to cooperate, achieving Pareto improvement in social welfare, economic performance, and individual profits under specific regulatory intensity thresholds compared to the noncooperative scenario. Our findings contribute to the ongoing debate on the role of carbon regulations in enhancing supply chain performance by providing insights into the contractual relationships among supply chain members and the economic forces at play.

Suggested Citation

  • Zheng, Xiao-Xue & Zhang, Shiyuan & Jia, Fu & Lin, Xiao, 2024. "A new biform game-based coordination mechanism for a carbon complementary supply chain under hybrid carbon regulations," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 187(C).
  • Handle: RePEc:eee:transe:v:187:y:2024:i:c:s1366554524001832
    DOI: 10.1016/j.tre.2024.103592
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    References listed on IDEAS

    as
    1. Chen, Lujie & Jia, Fu & Li, Taiyu & Zhang, Tianyu, 2021. "Supply chain leadership and firm performance: A meta-analysis," International Journal of Production Economics, Elsevier, vol. 235(C).
    2. Liu, Zhi & Zheng, Xiao-Xue & Li, Deng-Feng & Liao, Chen-Nan & Sheu, Jiuh-Biing, 2021. "A novel cooperative game-based method to coordinate a sustainable supply chain under psychological uncertainty in fairness concerns," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 147(C).
    3. Yenipazarli, Arda, 2019. "Incentives for environmental research and development: Consumer preferences, competitive pressure and emissions taxation," European Journal of Operational Research, Elsevier, vol. 276(2), pages 757-769.
    4. Kumar, Patanjal & Baraiya, Rajendra & Das, Debashree & Jakhar, Suresh Kumar & Xu, Lei & Mangla, Sachin Kumar, 2021. "Social responsibility and cost-learning in dyadic supply chain coordination," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 156(C).
    5. Mingming Leng & Chunlin Luo & Liping Liang, 2021. "Multiplayer Allocations in the Presence of Diminishing Marginal Contributions: Cooperative Game Analysis and Applications in Management Science," Management Science, INFORMS, vol. 67(5), pages 2891-2903, May.
    6. Erica L. Plambeck & Terry A. Taylor, 2005. "Sell the Plant? The Impact of Contract Manufacturing on Innovation, Capacity, and Profitability," Management Science, INFORMS, vol. 51(1), pages 133-150, January.
    7. Zheng, Xiao-Xue & Liu, Zhi & Li, Kevin W. & Huang, Jun & Chen, Ji, 2019. "Cooperative game approaches to coordinating a three-echelon closed-loop supply chain with fairness concerns," International Journal of Production Economics, Elsevier, vol. 212(C), pages 92-110.
    8. Koo, Bonsang, 2017. "Examining the impacts of Feed-in-Tariff and the Clean Development Mechanism on Korea's renewable energy projects through comparative investment analysis," Energy Policy, Elsevier, vol. 104(C), pages 144-154.
    9. Luyi Gui & Atalay Atasu & Özlem Ergun & L. Beril Toktay, 2018. "Design Incentives Under Collective Extended Producer Responsibility: A Network Perspective," Management Science, INFORMS, vol. 64(11), pages 5083-5104, November.
    10. Zheng, Xiao-Xue & Li, Deng-Feng, 2023. "A new biform game-based investment incentive mechanism for eco-efficient innovation in supply chain," International Journal of Production Economics, Elsevier, vol. 258(C).
    11. Xu, Xiaoping & Zhang, Mengying & Chen, Lai & Yu, Yugang, 2022. "The region-cap allocation and delivery time decision in the marketplace mode under the cap-and-trade regulation," International Journal of Production Economics, Elsevier, vol. 247(C).
    12. Luo, Ruiling & Zhou, Li & Song, Yang & Fan, Tijun, 2022. "Evaluating the impact of carbon tax policy on manufacturing and remanufacturing decisions in a closed-loop supply chain," International Journal of Production Economics, Elsevier, vol. 245(C).
    13. Yang, Yuxiang & Goodarzi, Shadi & Bozorgi, Ali & Fahimnia, Behnam, 2021. "Carbon cap-and-trade schemes in closed-loop supply chains: Why firms do not comply?," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 156(C).
    14. Zheng, Xiao-Xue & Li, Deng-Feng & Liu, Zhi & Jia, Fu & Sheu, Jiuh-Biing, 2019. "Coordinating a closed-loop supply chain with fairness concerns through variable-weighted Shapley values," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 126(C), pages 227-253.
    15. Zhong, Feimin & Zhou, Zhongbao & Leng, Mingming, 2021. "Negotiation-sequence, pricing, and ordering decisions in a three-echelon supply chain: A coopetitive-game analysis," European Journal of Operational Research, Elsevier, vol. 294(3), pages 1096-1107.
    16. Feng, Hairong & Zeng, Yinlian & Cai, Xiaoqiang & Qian, Qian & Zhou, Yongwu, 2021. "Altruistic profit allocation rules for joint replenishment with carbon cap-and-trade policy," European Journal of Operational Research, Elsevier, vol. 290(3), pages 956-967.
    17. Jensen, S. G. & Skytte, K., 2002. "Interactions between the power and green certificate markets," Energy Policy, Elsevier, vol. 30(5), pages 425-435, April.
    18. Jia, Fu & Zhang, Shiyuan & Zheng, Xiao-Xue & Choi, Tsan-Ming, 2023. "A novel coordination mechanism to coordinate the multi-agent reverse supply chain with fairness concerns," International Journal of Production Economics, Elsevier, vol. 265(C).
    19. Sun, Yanming, 2016. "The optimal percentage requirement and welfare comparisons in a two-country electricity market with a common tradable green certificate system," Economic Modelling, Elsevier, vol. 55(C), pages 322-327.
    20. Daniel Granot & Greys Sošić, 2003. "A Three-Stage Model for a Decentralized Distribution System of Retailers," Operations Research, INFORMS, vol. 51(5), pages 771-784, October.
    21. Feess, Eberhard & Thun, Jörn-Henrik, 2014. "Surplus division and investment incentives in supply chains: A biform-game analysis," European Journal of Operational Research, Elsevier, vol. 234(3), pages 763-773.
    22. Hussain, Jafar & Lee, Chien-Chiang & Chen, Yongxiu, 2022. "Optimal green technology investment and emission reduction in emissions generating companies under the support of green bond and subsidy," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    23. Ciarreta, Aitor & Espinosa, Maria Paz & Pizarro-Irizar, Cristina, 2017. "Optimal regulation of renewable energy: A comparison of Feed-in Tariffs and Tradable Green Certificates in the Spanish electricity system," Energy Economics, Elsevier, vol. 67(C), pages 387-399.
    24. Zhang, Chongchong & Lin, Boqiang, 2024. "Impact of introducing Chinese certified emission reduction scheme to the carbon market: Promoting renewable energy," Renewable Energy, Elsevier, vol. 222(C).
    25. Zheng, Xiao-Xue & Li, Deng-Feng & Liu, Zhi & Jia, Fu & Lev, Benjamin, 2021. "Willingness-to-cede behaviour in sustainable supply chain coordination," International Journal of Production Economics, Elsevier, vol. 240(C).
    26. Han, Xiaoya & Khouja, Moutaz & Liu, Xin, 2023. "A dynamic model considering consumer green awareness and environmental subsidy," International Journal of Production Economics, Elsevier, vol. 260(C).
    27. Zheng, Xiao-Xue & Chang, Ching-Ter, 2021. "Topology design of remote patient monitoring system concerning qualitative and quantitative issues," Omega, Elsevier, vol. 98(C).
    28. Zolfagharinia, Hossein & Zangiabadi, Maryam & Hafezi, Maryam, 2023. "How much is enough? Government subsidies in supporting green product development," European Journal of Operational Research, Elsevier, vol. 309(3), pages 1316-1333.
    29. Ma, Xiaochen & Pan, Yanchun & Zhang, Manzi & Ma, Jianhua & Yang, Wen, 2024. "Impact of carbon emission trading and renewable energy development policy on the sustainability of electricity market: A stackelberg game analysis," Energy Economics, Elsevier, vol. 129(C).
    30. Yang, Lei & Hu, Yijuan & Huang, Lijuan, 2020. "Collecting mode selection in a remanufacturing supply chain under cap-and-trade regulation," European Journal of Operational Research, Elsevier, vol. 287(2), pages 480-496.
    31. Xu, Xiaoping & Choi, Tsan-Ming, 2021. "Supply chain operations with online platforms under the cap-and-trade regulation: Impacts of using blockchain technology," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 155(C).
    32. De Giovanni, Pietro, 2020. "Blockchain and smart contracts in supply chain management: A game theoretic model," International Journal of Production Economics, Elsevier, vol. 228(C).
    33. Sarkar, Sumit & Bhala, Shrey, 2021. "Coordinating a closed loop supply chain with fairness concern by a constant wholesale price contract," European Journal of Operational Research, Elsevier, vol. 295(1), pages 140-156.
    34. Dou, Guowei & Choi, Tsan-Ming, 2021. "Does implementing trade-in and green technology together benefit the environment?," European Journal of Operational Research, Elsevier, vol. 295(2), pages 517-533.
    35. Ting Ji & Xiaoping Xu & Xiaoming Yan & Yugang Yu, 2020. "The production decisions and cap setting with wholesale price and revenue sharing contracts under cap-and-trade regulation," International Journal of Production Research, Taylor & Francis Journals, vol. 58(1), pages 128-147, January.
    36. Xin Geng & Harish Krishnan & Milind G. Sohoni, 2022. "Operational collaboration between rivals: The impact of cost reduction," Production and Operations Management, Production and Operations Management Society, vol. 31(4), pages 1856-1871, April.
    37. Cheng, Peiyue & Wang, Tingsong, 2023. "Optimizing the emission control policies and trade-in program effects: A carbon-constrained closed-loop supply chain network model," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 179(C).
    38. Fuentes González, Fabián & van der Weijde, Adriaan Hendrik & Sauma, Enzo, 2020. "The promotion of community energy projects in Chile and Scotland: An economic approach using biform games," Energy Economics, Elsevier, vol. 86(C).
    39. Wang, Jian & Zhu, Wenbo, 2023. "Analyzing the development of competition and cooperation among ocean carriers considering the impact of carbon tax policy," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 175(C).
    40. Yanfang Zheng & Wenhui Zhou & Xi Chen & Weixiang Huang, 2021. "The effect of emission permit allocation in an early-stage cap-and-trade for a duopoly market," International Journal of Production Research, Taylor & Francis Journals, vol. 59(3), pages 909-925, February.
    41. Xu, Xiaoping & He, Ping & Xu, Hao & Zhang, Quanpeng, 2017. "Supply chain coordination with green technology under cap-and-trade regulation," International Journal of Production Economics, Elsevier, vol. 183(PB), pages 433-442.
    42. Harborne W. Stuart, Jr., 2005. "Biform Analysis of Inventory Competition," Manufacturing & Service Operations Management, INFORMS, vol. 7(4), pages 347-359, July.
    43. Chai, Qiangfei & Xiao, Zhongdong & Lai, Kee-hung & Zhou, Guanghui, 2018. "Can carbon cap and trade mechanism be beneficial for remanufacturing?," International Journal of Production Economics, Elsevier, vol. 203(C), pages 311-321.
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