IDEAS home Printed from https://ideas.repec.org/a/eee/proeco/v294y2026ics0925527325003627.html

Impact of carbon quota allocation on outsourced remanufacturing supply chain: Designing a coordination mechanism

Author

Listed:
  • Xia, Xiqiang
  • Chen, Jun
  • Govindan, Kannan

Abstract

Outsourcing remanufacturing has emerged as a pivotal strategy for Original Equipment Manufacturers (OEMs) aiming to navigate the low-carbon transition while capitalizing on remanufacturing benefits. However, little attention has been given to the ramifications of government-enforced carbon trading regulations, specifically the impacts of different carbon quota allocations—grandfathering and benchmarking—on OEMs' outsourcing decisions and Outsourcing Remanufacturers (ORs). Grandfathering involves allocating total carbon quotas based on historical emission data of the enterprise, while benchmarking sets a foundational carbon quota considering the collective emission level of the sector. Addressing this research gap, our study investigates the implications of diverse carbon quota allocation systems on the outsourcing remanufacturing supply chain. Moreover, we explore coordination mechanism designs to optimize profit distribution and enhance cooperation between OEMs and ORs under different carbon quota restrictions. Our analysis includes game models representing centralized and decentralized structure between OEMs and ORs under grandfathering and benchmarking. Building on these models, we extend the analysis to a two-stage dynamic setting where Stage-1 sales determine Stage-2 carbon quotas and recovery volumes, thereby capturing intertemporal interactions between OEMs and ORs. Our key findings are as follows: 1) Grandfathering provides stronger incentives for remanufacturing and conditional benefits for OEMs. Compared with benchmarking, grandfathering more effectively promotes ORs to gain additional revenue by encouraging higher recovery rates and remanufactured sales. OEMs achieve higher profits under either allocation rule once their total quota exceeds a certain threshold, but the profit advantage is more pronounced under grandfathering. 2)Allocation rules create a clear policy trade-off. Grandfathering leads to higher recycling rates and greater emission reduction, whereas benchmarking results in lower product prices and higher consumer surplus—preferred when social welfare is emphasized. 3)This study proposes a cost-sharing–fixed outsourcing fee mechanism that enhances supply-chain efficiency. When applied within an appropriate cost range, this mechanism optimizes profit distribution between OEMs and ORs and restores efficiency. Moreover, the two-stage analysis shows that larger total quotas (or smaller benchmark quotas) magnify these effects over time, resulting in higher recycling rates, greater remanufactured sales, and improved profitability for both parties.

Suggested Citation

  • Xia, Xiqiang & Chen, Jun & Govindan, Kannan, 2026. "Impact of carbon quota allocation on outsourced remanufacturing supply chain: Designing a coordination mechanism," International Journal of Production Economics, Elsevier, vol. 294(C).
  • Handle: RePEc:eee:proeco:v:294:y:2026:i:c:s0925527325003627
    DOI: 10.1016/j.ijpe.2025.109877
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0925527325003627
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ijpe.2025.109877?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Roland Geyer & Luk N. Van Wassenhove & Atalay Atasu, 2007. "The Economics of Remanufacturing Under Limited Component Durability and Finite Product Life Cycles," Management Science, INFORMS, vol. 53(1), pages 88-100, January.
    2. Philippe Quirion, 2009. "Historic versus output-based allocation of GHG tradable allowances: a comparison," Climate Policy, Taylor & Francis Journals, vol. 9(6), pages 575-592, November.
    3. Shao-Zhou Qi & Chao-Bo Zhou & Kai Li & Si-Yan Tang, 2021. "Influence of a pilot carbon trading policy on enterprises’ low-carbon innovation in China," Climate Policy, Taylor & Francis Journals, vol. 21(3), pages 318-336, March.
    4. Zhaofu Hong & Chengbin Chu & Linda Zhang & Yugang Yu, 2017. "Optimizing an emission trading scheme for local governments: A Stackelberg game model and hybrid algorithm," Post-Print hal-01745365, HAL.
    5. Wang, Qifei & Hong, Xianpei & Gong, Yeming (Yale) & Chen, Wanying (Amanda), 2020. "Collusion or Not: The optimal choice of competing retailers in a closed-loop supply chain," International Journal of Production Economics, Elsevier, vol. 225(C).
    6. Hong, Zhaofu & Chu, Chengbin & Zhang, Linda L. & Yu, Yugang, 2017. "Optimizing an emission trading scheme for local governments: A Stackelberg game model and hybrid algorithm," International Journal of Production Economics, Elsevier, vol. 193(C), pages 172-182.
    7. Cai, Jianhu & Jiang, Feiying, 2023. "Decision models of pricing and carbon emission reduction for low-carbon supply chain under cap-and-trade regulation," International Journal of Production Economics, Elsevier, vol. 264(C).
    8. 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).
    9. Chen, Yuyu & Li, Bangyi & Zhang, Guoqing & Bai, Qingguo, 2020. "Quantity and collection decisions of the remanufacturing enterprise under both the take-back and carbon emission capacity regulations," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 141(C).
    10. Ji, Jingna & Zhang, Zhiyong & Yang, Lei, 2017. "Comparisons of initial carbon allowance allocation rules in an O2O retail supply chain with the cap-and-trade regulation," International Journal of Production Economics, Elsevier, vol. 187(C), pages 68-84.
    11. Vishal V. Agrawal & Atalay Atasu & Koert van Ittersum, 2015. "Remanufacturing, Third-Party Competition, and Consumers' Perceived Value of New Products," Management Science, INFORMS, vol. 61(1), pages 60-72, January.
    12. Reimann, Marc & Xiong, Yu & Zhou, Yu, 2019. "Managing a closed-loop supply chain with process innovation for remanufacturing," European Journal of Operational Research, Elsevier, vol. 276(2), pages 510-518.
    13. Baozhuang Niu & Zongbao Zou, 2017. "Better Demand Signal, Better Decisions? Evaluation of Big Data in a Licensed Remanufacturing Supply Chain with Environmental Risk Considerations," Risk Analysis, John Wiley & Sons, vol. 37(8), pages 1550-1565, August.
    14. Yonghong Cheng & Zhongkai Xiong & Qinglin Luo, 2018. "Joint Pricing and Product Carbon Footprint Decisions and Coordination of Supply Chain with Cap-and-Trade Regulation," Sustainability, MDPI, vol. 10(2), pages 1-24, February.
    15. Li, Wei & Sun, Hui & Dong, Hao & Gan, Yuqin & Koh, Lenny, 2023. "Outsourcing decision-making in global remanufacturing supply chains: The impact of tax and tariff regulations," European Journal of Operational Research, Elsevier, vol. 304(3), pages 997-1010.
    16. Cong, Rong-Gang & Wei, Yi-Ming, 2010. "Potential impact of (CET) carbon emissions trading on China’s power sector: A perspective from different allowance allocation options," Energy, Elsevier, vol. 35(9), pages 3921-3931.
    17. Chakraborty, Tulika & Chauhan, Satyaveer S. & Ouhimmou, Mustapha, 2019. "Cost-sharing mechanism for product quality improvement in a supply chain under competition," International Journal of Production Economics, Elsevier, vol. 208(C), pages 566-587.
    18. Cao, Kaiying & Su, Yunyi & Han, Guoxin & Choi, Tsan-Ming, 2022. "Is it wise to offer rebates for unused extended warranties under trade-in programs in supply chains?," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 167(C).
    19. Zhang, Yanfang & Wei, Jinpeng & Gao, Qi & Shi, Xunpeng & Zhou, Dequn, 2022. "Coordination between the energy-consumption permit trading scheme and carbon emissions trading: Evidence from China," Energy Economics, Elsevier, vol. 116(C).
    20. Zhou, Qin & Meng, Chao & Yuen, Kum Fai & Sheu, Jiuh-Biing, 2021. "Remanufacturing authorization strategy for an original equipment manufacturer-contract manufacturer supply chain: Cooperation or competition?," International Journal of Production Economics, Elsevier, vol. 240(C).
    21. Damien Demailly & Philippe Quirion, 2006. "CO 2 abatement, competitiveness and leakage in the European cement industry under the EU ETS: grandfathering versus output-based allocation," Climate Policy, Taylor & Francis Journals, vol. 6(1), pages 93-113, January.
    22. Mao, Huiying & Wang, Wenbin & Liu, Conghu & Xu, Yi & Zhao, Shuiying, 2023. "Effects of the carbon emission quota policy on the quality and sales of manufactured and remanufactured products," International Journal of Production Economics, Elsevier, vol. 266(C).
    23. Tang, Ling & Wu, Jiaqian & Yu, Lean & Bao, Qin, 2015. "Carbon emissions trading scheme exploration in China: A multi-agent-based model," Energy Policy, Elsevier, vol. 81(C), pages 152-169.
    24. Alegoz, Mehmet & Kaya, Onur & Bayindir, Z. Pelin, 2021. "A comparison of pure manufacturing and hybrid manufacturing–remanufacturing systems under carbon tax policy," European Journal of Operational Research, Elsevier, vol. 294(1), pages 161-173.
    25. Damien Demailly & Philippe Quirion, 2006. "CO2 abatement, competitiveness and leakage in the European cement industry under the EU ETS: Grandfathering vs. output-based allocation," Post-Print halshs-00639327, HAL.
    26. Zhang, Xuefeng & Li, Zhe & Li, Guo, 2024. "Grandfather-based or benchmark-based: Strategy choice for carbon quota allocation methods in the carbon neutrality era," Renewable and Sustainable Energy Reviews, Elsevier, vol. 192(C).
    27. Zetterberg, Lars, 2014. "Benchmarking in the European Union Emissions Trading System: Abatement incentives," Energy Economics, Elsevier, vol. 43(C), pages 218-224.
    28. Li, Wei & Tian, Ruimiao & Chen, Jing, 2024. "Original equipment manufacturer with remanufacturing: Outsourcing strategy and organizational structure," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 187(C).
    29. Bai, Qingguo & Chen, Mingyuan & Xu, Lei, 2017. "Revenue and promotional cost-sharing contract versus two-part tariff contract in coordinating sustainable supply chain systems with deteriorating items," International Journal of Production Economics, Elsevier, vol. 187(C), pages 85-101.
    30. Damien Demailly & Philippe Quirion, 2006. "CO 2 abatement, competitiveness and leakage in the European cement industry under the EU ETS: grandfathering versus output-based allocation," Climate Policy, Taylor & Francis Journals, vol. 6(1), pages 93-113, January.
    31. Liu, Jian & Mantin, Benny & Song, Xuefeng, 2022. "Rent, sell, and remanufacture: The manufacturer's choice when remanufacturing can be outsourced," European Journal of Operational Research, Elsevier, vol. 303(1), pages 184-200.
    32. Mitra, Supriya & Webster, Scott, 2008. "Competition in remanufacturing and the effects of government subsidies," International Journal of Production Economics, Elsevier, vol. 111(2), pages 287-298, February.
    33. Chen, Xu & Wang, Xiaojun & Chan, Hing Kai, 2017. "Manufacturer and retailer coordination for environmental and economic competitiveness: A power perspective," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 97(C), pages 268-281.
    34. 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).
    35. Yanli Fang & Zhuoyi Ren & Fang Yang, 2023. "The Impact of Carbon Allowance Allocation Rules on Remanufacturing Decisions in a Closed-Loop Supply Chain," Mathematics, MDPI, vol. 11(13), pages 1-24, June.
    36. Chih Chang, Ching & Chia Lai, Tin, 2013. "Carbon allowance allocation in the transportation industry," Energy Policy, Elsevier, vol. 63(C), pages 1091-1097.
    37. Jianxin Chen & Yong-Wu Zhou & Yuanguang Zhong, 2017. "A pricing/ordering model for a dyadic supply chain with buyback guarantee financing and fairness concerns," International Journal of Production Research, Taylor & Francis Journals, vol. 55(18), pages 5287-5304, September.
    38. Yang, Wen & Pan, Yanchun & Ma, Jianhua & Yang, Tianyue & Ke, Xiao, 2020. "Effects of allowance allocation rules on green technology investment and product pricing under the cap-and-trade mechanism," Energy Policy, Elsevier, vol. 139(C).
    39. Xu, Jiuping & Yang, Xin & Tao, Zhimiao, 2015. "A tripartite equilibrium for carbon emission allowance allocation in the power-supply industry," Energy Policy, Elsevier, vol. 82(C), pages 62-80.
    40. Mei, Tianhua & Liu, Jie & Guo, Jianming & Siano, Pierluigi & Jin, Xuanxuan, 2022. "Allocation of emission allowances considering strategic voting," Energy Economics, Elsevier, vol. 114(C).
    41. Niu, Baozhuang & Ruan, Yiyuan & Yu, Xinhu, 2024. "Purchasing new for remanufacturing: Sourcing co-opetition, tax-planning and data validation," International Journal of Production Economics, Elsevier, vol. 273(C).
    42. Wu, Cheng-Han, 2013. "OEM product design in a price competition with remanufactured product," Omega, Elsevier, vol. 41(2), pages 287-298.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Xia, Xiqiang & Chen, Jun & Wang, Wei & Wang, Haijie, 2024. "Impact of differentiated carbon taxes on remanufacturing mode selection," Energy Economics, Elsevier, vol. 140(C).
    2. Wang, M. & Zhou, P., 2022. "A two-step auction-refund allocation rule of CO2 emission permits," Energy Economics, Elsevier, vol. 113(C).
    3. Xia, Xiqiang & Li, Jiangwen & Zhao, Senlin, 2025. "A comparative analysis of carbon tax strategies basing on outsourcing remanufacturing: Differential VS progressive," International Journal of Production Economics, Elsevier, vol. 281(C).
    4. Frédéric Branger & Misato Sato, 2017. "Solving the clinker dilemma with hybrid output-based allocation," Climatic Change, Springer, vol. 140(3), pages 483-501, February.
    5. Wang, M. & Zhou, P., 2017. "Does emission permit allocation affect CO2 cost pass-through? A theoretical analysis," Energy Economics, Elsevier, vol. 66(C), pages 140-146.
    6. Xia, Xiqiang & Li, Jiangwen & Wei, Wei & Benkraiem, Ramzi & Abedin, Mohammad Zoynul, 2025. "Emission reduction levels of manufacturers under carbon trading policies," Energy Economics, Elsevier, vol. 141(C).
    7. Philippe Quirion, 2022. "Output-based allocation and output-based rebates: a survey," Chapters, in: Handbook on Trade Policy and Climate Change, chapter 7, pages 94-107, Edward Elgar Publishing.
    8. Vera Zipperer & Misato Sato & Karsten Neuhoff, 2017. "Benchmarks for Emissions Trading – General Principles for Emissions Scope," Discussion Papers of DIW Berlin 1712, DIW Berlin, German Institute for Economic Research.
    9. Bao-Jun Tang & Yu-Jie Hu, 2019. "How to Allocate the Allowance for the Aviation Industry in China’s Emissions Trading System," Sustainability, MDPI, vol. 11(9), pages 1-18, May.
    10. Yue Wang & Xiaobo Wang, 2025. "The implications of carbon tax policy, product design and consumer’s perceptions on competition between new and remanufactured products," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(5), pages 11247-11281, May.
    11. Meunier, Guy & Ponssard, Jean-Pierre & Quirion, Philippe, 2014. "Carbon leakage and capacity-based allocations: Is the EU right?," Journal of Environmental Economics and Management, Elsevier, vol. 68(2), pages 262-279.
    12. Frédéric Branger & Jean-Pierre Ponssard & Oliver Sartor & Misato Sato, 2015. "EU ETS, Free Allocations, and Activity Level Thresholds: The Devil Lies in the Details," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 2(3), pages 401-437.
    13. Martin, Ralf & Muûls, Mirabelle & de Preux, Laure B. & Wagner, Ulrich J., 2014. "On the empirical content of carbon leakage criteria in the EU Emissions Trading Scheme," Ecological Economics, Elsevier, vol. 105(C), pages 78-88.
    14. Branger, Frédéric & Quirion, Philippe, 2015. "Reaping the carbon rent: Abatement and overallocation profits in the European cement industry, insights from an LMDI decomposition analysis," Energy Economics, Elsevier, vol. 47(C), pages 189-205.
    15. Monjon, Stéphanie & Quirion, Philippe, 2011. "Addressing leakage in the EU ETS: Border adjustment or output-based allocation?," Ecological Economics, Elsevier, vol. 70(11), pages 1957-1971, September.
    16. Philippe Quirion, 2010. "Competitiveness and Leakage," Chapters, in: Emilio Cerdá Tena & Xavier Labandeira (ed.), Climate Change Policies, chapter 6, Edward Elgar Publishing.
    17. Zhifu Mi & Hua Liao & D’Maris Coffman & Yi-Ming Wei, 2019. "Assessment of equity principles for international climate policy based on an integrated assessment model," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 95(1), pages 309-323, January.
    18. Yoon, Kyoung-Soo & Oh, Hyungna, 2021. "Impacts of ETS allocation rules on abatement investment and market structure," Energy Economics, Elsevier, vol. 101(C).
    19. Shaofu Du & Jun Qian & Tianzhuo Liu & Li Hu, 2020. "Emission allowance allocation mechanism design: a low-carbon operations perspective," Annals of Operations Research, Springer, vol. 291(1), pages 247-280, August.
    20. Cheng, Fei & Chen, Tong & Shen, Yuting & Jing, Xiaodong, 2022. "Impact of green technology improvement and store brand introduction on the sales mode selection," International Journal of Production Economics, Elsevier, vol. 253(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:proeco:v:294:y:2026:i:c:s0925527325003627. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/ijpe .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.