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The impact of blockchain on restricting the misuse of green loans in a capital-constrained supply chain

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  • Wang, Minxue
  • Li, Bo
  • Song, Dongping

Abstract

Nowadays, green loans have been widely promoted to support the capital-constrained supply chain under carbon regulation. However, the borrowers in the supply chain may use the preferential green loans for other purposes which are not related to green development. That phenomenon is mainly attributed to the lack of valid information investigation under traditional information technology. Blockchain, as an innovative technology, can provide valid financial information and identify liability in the use of green loans, which could be an effective tool to restrict the misuse behavior. But will the high operating cost weaken the advantage of blockchain? To address this question, we consider a supply chain system composed of a supplier and a capital-constrained manufacturer. The manufacturer may misuse part of the green loans to purchase primary components from the supplier. Two operational modes corresponding to no-blockchain adoption (N case) and blockchain adoption (B case) are designed, in which the supplier determines the wholesale price, and the manufacturer determines the order quantity under green loans. By comparing the optimal decisions of supply chain members, we put forward and differentiate three types of effects: the carbon regulation effect, the information verification effect, and the blockchain cost effect, which influence the adoption of blockchain technology in the supply chain. In addition, we show that blockchain can restrict the misused amount of green loans and improve the environmental performance, but decrease the consumer surplus.

Suggested Citation

  • Wang, Minxue & Li, Bo & Song, Dongping, 2024. "The impact of blockchain on restricting the misuse of green loans in a capital-constrained supply chain," European Journal of Operational Research, Elsevier, vol. 314(3), pages 980-996.
    • Handle: RePEc:eee:ejores:v:314:y:2024:i:3:p:980-996
    DOI: 10.1016/j.ejor.2023.11.003
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    as
    1. Arshad, Ameena & Shahzad, Faisal & Ur Rehman, Ijaz & Sergi, Bruno S., 2023. "A systematic literature review of blockchain technology and environmental sustainability: Status quo and future research," International Review of Economics & Finance, Elsevier, vol. 88(C), pages 1602-1622.
    2. Garud Iyengar & Fahad Saleh & Jay Sethuraman & Wenjun Wang, 2023. "Economics of Permissioned Blockchain Adoption," Management Science, INFORMS, vol. 69(6), pages 3415-3436, June.
    3. Tröger, Tobias & Steuer, Sebastian, 2021. "The Role of Disclosure in Green Finance," LawFin Working Paper Series 24, Goethe University, Center for Advanced Studies on the Foundations of Law and Finance (LawFin).
    4. Yenipazarli, Arda, 2016. "Managing new and remanufactured products to mitigate environmental damage under emissions regulation," European Journal of Operational Research, Elsevier, vol. 249(1), pages 117-130.
    5. An, Simin & Li, Bo & Song, Dongping & Chen, Xue, 2021. "Green credit financing versus trade credit financing in a supply chain with carbon emission limits," European Journal of Operational Research, Elsevier, vol. 292(1), pages 125-142.
    6. Tiwari, Sunil & Sharma, Pankaj & Choi, Tsan-Ming & Lim, Andrew, 2023. "Blockchain and third-party logistics for global supply chain operations: Stakeholders’ perspectives and decision roadmap," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 170(C).
    7. Xin Fang & Soo-Haeng Cho, 2020. "Cooperative Approaches to Managing Social Responsibility in a Market with Externalities," Manufacturing & Service Operations Management, INFORMS, vol. 22(6), pages 1215-1233, November.
    8. Cao, Erbao & Yu, Man, 2019. "The bright side of carbon emission permits on supply chain financing and performance," Omega, Elsevier, vol. 88(C), pages 24-39.
    9. Dong, Ciwei & Chen, Chenyi & Shi, Xiutian & Ng, Chi To, 2021. "Operations strategy for supply chain finance with asset-backed securitization: Centralization and blockchain adoption," International Journal of Production Economics, Elsevier, vol. 241(C).
    10. Zhang, Hong & Jin, Gui & Zhang, Zhengyu, 2021. "Coupling system of carbon emission and social economy: A review," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    11. Ximin (Natalie) Huang & Tarkan Tan & L. Beril Toktay, 2021. "Carbon Leakage: The Impact of Asymmetric Regulation on Carbon‐Emitting Production," Production and Operations Management, Production and Operations Management Society, vol. 30(6), pages 1886-1903, June.
    12. Huang, Zhehao & Liao, Gaoke & Li, Zhenghui, 2019. "Loaning scale and government subsidy for promoting green innovation," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 148-156.
    13. Volodymyr Babich & Gilles Hilary, 2020. "OM Forum—Distributed Ledgers and Operations: What Operations Management Researchers Should Know About Blockchain Technology," Manufacturing & Service Operations Management, INFORMS, vol. 22(2), pages 223-245, March.
    14. Gabriella M. Hastig & ManMohan S. Sodhi, 2020. "Blockchain for Supply Chain Traceability: Business Requirements and Critical Success Factors," Production and Operations Management, Production and Operations Management Society, vol. 29(4), pages 935-954, April.
    15. Jiaguo Liu & Huida Zhao & Yibing Lyu & Xiaohang Yue, 2023. "The provision strategy of blockchain service under the supply chain with downstream competition," Annals of Operations Research, Springer, vol. 327(1), pages 375-400, August.
    16. Qin, Meng & Su, Chi-Wei & Lobonţ, Oana-Ramona & Umar, Muhammad, 2023. "Blockchain: A carbon-neutral facilitator or an environmental destroyer?," International Review of Economics & Finance, Elsevier, vol. 86(C), pages 604-615.
    17. Biswas, Debajyoti & Jalali, Hamed & Ansaripoor, Amir H. & De Giovanni, Pietro, 2023. "Traceability vs. sustainability in supply chains: The implications of blockchain," European Journal of Operational Research, Elsevier, vol. 305(1), pages 128-147.
    18. Dejan Glavas & Gilles Grolleau & Naoufel Mzoughi, 2023. "Greening the greenwashers – How to push greenwashers towards more sustainable trajectories," Post-Print hal-03908838, HAL.
    19. Jiri Chod & Nikolaos Trichakis & Gerry Tsoukalas & Henry Aspegren & Mark Weber, 2020. "On the Financing Benefits of Supply Chain Transparency and Blockchain Adoption," Management Science, INFORMS, vol. 66(10), pages 4378-4396, October.
    20. Felipe Caro & Prashant Chintapalli & Kumar Rajaram & Chris S. Tang, 2018. "Improving Supplier Compliance Through Joint and Shared Audits with Collective Penalty," Manufacturing & Service Operations Management, INFORMS, vol. 20(2), pages 363-380, May.
    21. Yanhong Si & Junfeng Tian & Li Wang & Xixiu Sun, 2022. "Should banks offer concessions? Lending rates for manufacturers’ green products," International Journal of Production Research, Taylor & Francis Journals, vol. 60(12), pages 3901-3919, June.
    22. Ke Fu & Xiting Gong & Vernon N. Hsu & Jiye Xue, 2021. "Dynamic Inventory Management with Inventory‐based Financing," Production and Operations Management, Production and Operations Management Society, vol. 30(5), pages 1313-1330, May.
    23. Martin A. Lariviere, 2006. "A Note on Probability Distributions with Increasing Generalized Failure Rates," Operations Research, INFORMS, vol. 54(3), pages 602-604, June.
    24. Qing Ding & Lingxiu Dong & Panos Kouvelis, 2007. "On the Integration of Production and Financial Hedging Decisions in Global Markets," Operations Research, INFORMS, vol. 55(3), pages 470-489, June.
    25. Zelong Yi & Yulan Wang & Ying‐Ju Chen, 2021. "Financing an Agricultural Supply Chain with a Capital‐Constrained Smallholder Farmer in Developing Economies," Production and Operations Management, Production and Operations Management Society, vol. 30(7), pages 2102-2121, July.
    26. Kathrin Berensmann & Nannette Lindenberg, 2019. "Green Finance: Across the Universe," World Scientific Book Chapters, in: Sabri Boubaker & Duc Khuong Nguyen (ed.), Corporate Social Responsibility, Ethics and Sustainable Prosperity, chapter 11, pages 305-332, World Scientific Publishing Co. Pte. Ltd..
    27. Gregor Dorfleitner & Diana Braun, 2019. "Fintech, Digitalization and Blockchain: Possible Applications for Green Finance," Palgrave Studies in Impact Finance, in: Marco Migliorelli & Philippe Dessertine (ed.), The Rise of Green Finance in Europe, chapter 0, pages 207-237, Palgrave Macmillan.
    28. Hubert Pun & Jayashankar M. Swaminathan & Pengwen Hou, 2021. "Blockchain Adoption for Combating Deceptive Counterfeits," Production and Operations Management, Production and Operations Management Society, vol. 30(4), pages 864-882, April.
    29. Krishnan S. Anand & François C. Giraud-Carrier, 2020. "Pollution Regulation of Competitive Markets," Management Science, INFORMS, vol. 66(9), pages 4193-4206, September.
    30. Panos Kouvelis & Wenhui Zhao, 2016. "Supply Chain Contract Design Under Financial Constraints and Bankruptcy Costs," Management Science, INFORMS, vol. 62(8), pages 2341-2357, August.
    31. Jonathan Chemama & Maxime C. Cohen & Ruben Lobel & Georgia Perakis, 2019. "Consumer Subsidies with a Strategic Supplier: Commitment vs. Flexibility," Management Science, INFORMS, vol. 65(2), pages 681-713, February.
    32. Yu, Chin-Hsien & Wu, Xiuqin & Zhang, Dayong & Chen, Shi & Zhao, Jinsong, 2021. "Demand for green finance: Resolving financing constraints on green innovation in China," Energy Policy, Elsevier, vol. 153(C).
    33. Budin, Morris & Eapen, A T, 1970. "Cash Generation in Business Operations: Some Simulation Models," Journal of Finance, American Finance Association, vol. 25(5), pages 1091-1107, December.
    34. He, Lingyun & Liu, Rongyan & Zhong, Zhangqi & Wang, Deqing & Xia, Yufei, 2019. "Can green financial development promote renewable energy investment efficiency? A consideration of bank credit," Renewable Energy, Elsevier, vol. 143(C), pages 974-984.
    35. Xiangfeng Chen & Qihui Lu & Gangshu (George) Cai, 2020. "Buyer Financing in Pull Supply Chains: Zero‐Interest Early Payment or In‐House Factoring?," Production and Operations Management, Production and Operations Management Society, vol. 29(10), pages 2307-2325, October.
    36. Xu, Xiaoping & Yan, Luling & Choi, Tsan-Ming & Cheng, T.C.E., 2023. "When Is It Wise to Use Blockchain for Platform Operations with Remanufacturing?," European Journal of Operational Research, Elsevier, vol. 309(3), pages 1073-1090.
    37. Wen, Huwei & Lee, Chien-Chiang & Zhou, Fengxiu, 2021. "Green credit policy, credit allocation efficiency and upgrade of energy-intensive enterprises," Energy Economics, Elsevier, vol. 94(C).
    38. Tim Kraft & Gal Raz, 2017. "Collaborate or Compete: Examining Manufacturers' Replacement Strategies for a Substance of Concern," Production and Operations Management, Production and Operations Management Society, vol. 26(9), pages 1646-1662, September.
    39. Thomas P. Lyon & John W. Maxwell, 2011. "Greenwash: Corporate Environmental Disclosure under Threat of Audit," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 20(1), pages 3-41, March.
    40. Steuer, Sebastian & Tröger, Tobias, 2021. "The role of disclosure in green finance," SAFE Working Paper Series 320, Leibniz Institute for Financial Research SAFE.
    41. Corbet, Shaen & Lucey, Brian & Urquhart, Andrew & Yarovaya, Larisa, 2019. "Cryptocurrencies as a financial asset: A systematic analysis," International Review of Financial Analysis, Elsevier, vol. 62(C), pages 182-199.
    42. S. Alex Yang & John R. Birge, 2018. "Trade Credit, Risk Sharing, and Inventory Financing Portfolios," Management Science, INFORMS, vol. 64(8), pages 3667-3689, August.
    43. Christopher S. Tang & S. Alex Yang & Jing Wu, 2018. "Sourcing from Suppliers with Financial Constraints and Performance Risk," Manufacturing & Service Operations Management, INFORMS, vol. 20(1), pages 70-84, February.
    44. Jin, Wei & Ding, Wen & Yang, Jun, 2022. "Impact of financial incentives on green manufacturing: Loan guarantee vs. interest subsidy," European Journal of Operational Research, Elsevier, vol. 300(3), pages 1067-1080.
    45. Qingliang Tang, 2019. "Institutional Influence, Transition Management and the Demand for Carbon Auditing: The Chinese Experience," Australian Accounting Review, CPA Australia, vol. 29(2), pages 376-394, June.
    46. Panos Kouvelis & Wenhui Zhao, 2018. "Who Should Finance the Supply Chain? Impact of Credit Ratings on Supply Chain Decisions," Manufacturing & Service Operations Management, INFORMS, vol. 20(1), pages 19-35, February.
    47. Naoum-Sawaya, Joe & Elhedhli, Samir & De Carvalho, Paulo, 2023. "Strategic blockchain adoption to deter deceptive counterfeiters," European Journal of Operational Research, Elsevier, vol. 311(1), pages 373-386.
    48. Sofia Anyfantaki & Petros Migiakis & Katerina Paisiou, 2022. "Green finance in Europe: actors and challenges," Economic Bulletin, Bank of Greece, issue 55, pages 83-105, July.
    49. 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.
    50. Tunay I. Tunca & Weiming Zhu, 2018. "Buyer Intermediation in Supplier Finance," Management Science, INFORMS, vol. 64(12), pages 5631-5650, December.
    51. Xu, Song & Fang, Lei, 2020. "Partial credit guarantee and trade credit in an emission-dependent supply chain with capital constraint," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 135(C).
    52. Soo-Haeng Cho & Xin Fang & Sridhar Tayur & Ying Xu, 2019. "Combating Child Labor: Incentives and Information Disclosure in Global Supply Chains," Manufacturing & Service Operations Management, INFORMS, vol. 21(3), pages 692-711, July.
    53. Zhang, Zhiming & Ren, Da & Lan, Yanfei & Yang, Shanxue, 2022. "Price competition and blockchain adoption in retailing markets," European Journal of Operational Research, Elsevier, vol. 300(2), pages 647-660.
    54. Hu, Guoqiang & Wang, Xiaoqi & Wang, Yu, 2021. "Can the green credit policy stimulate green innovation in heavily polluting enterprises? Evidence from a quasi-natural experiment in China," Energy Economics, Elsevier, vol. 98(C).
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