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Can structural loan policy promote low-carbon transition of manufacturing enterprises? New evidence from China

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  • Tang, Can
  • Wang, Bing
  • Zheng, Wenping

Abstract

This paper examines the energy impact of a policy toolkit of expanding medium- and long-term loan policy in the manufacturing industry in China. Based on a novel firm-level data from 2018 to 2021, this paper employs a difference-in-difference model to investigate the causal effect of finance on green transition. The results indicate that the implementation of medium- and long-term loan policies can effectively reduce the energy consumption of manufacturing enterprises and promote energy transformation. Among, for small and medium-sized enterprises and non-heavily polluting manufacturing enterprises, the role of state-owned enterprises is more significant. However, firms affected by the US-China trade war and the Federal Reserve’s interest rate hike are not significantly positively affected by lending policies. In addition, the expansion of medium- and long-term loan policies for the manufacturing industry can promote the energy transformation of the manufacturing industry by easing the financing constraints of enterprises, which has important theoretical significance for the implementation of China’s fiscal and taxation policies. Lastly, policies can improve the level of economic performance of firms and lead to an increase in the number of innovators in firms.

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  • Tang, Can & Wang, Bing & Zheng, Wenping, 2025. "Can structural loan policy promote low-carbon transition of manufacturing enterprises? New evidence from China," Journal of International Money and Finance, Elsevier, vol. 152(C).
    • Handle: RePEc:eee:jimfin:v:152:y:2025:i:c:s0261560624002377
    DOI: 10.1016/j.jimonfin.2024.103250
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    as
    1. Cho, Dooyeon & Im, Pullip, 2023. "Effects of monetary policy uncertainty on debt financing: Evidence from Korean heterogeneous firms," Journal of International Money and Finance, Elsevier, vol. 139(C).
    2. Boubaker, Sabri & Saffar, Walid & Sassi, Syrine, 2018. "Product market competition and debt choice," Journal of Corporate Finance, Elsevier, vol. 49(C), pages 204-224.
    3. Arellano, Cristina & Bai, Yan & Zhang, Jing, 2012. "Firm dynamics and financial development," Journal of Monetary Economics, Elsevier, vol. 59(6), pages 533-549.
    4. Shen, Hongshan & Qin, Mengyao & Li, Tianyi & Zhang, Xuan & Zhao, Yang, 2024. "Digital finance and industrial structure upgrading: Evidence from Chinese counties," International Review of Financial Analysis, Elsevier, vol. 95(PB).
    5. Campiglio, Emanuele, 2016. "Beyond carbon pricing: The role of banking and monetary policy in financing the transition to a low-carbon economy," Ecological Economics, Elsevier, vol. 121(C), pages 220-230.
    6. Ćehajić, Aida & Košak, Marko, 2022. "Bank lending and small and medium-sized enterprises’ access to finance – Effects of macroprudential policies," Journal of International Money and Finance, Elsevier, vol. 124(C).
    7. Hao, Yu & Wang, Ling-Ou & Lee, Chien-Chiang, 2020. "Financial development, energy consumption and China's economic growth: New evidence from provincial panel data," International Review of Economics & Finance, Elsevier, vol. 69(C), pages 1132-1151.
    8. Cai, Xiqian & Lu, Yi & Wu, Mingqin & Yu, Linhui, 2016. "Does environmental regulation drive away inbound foreign direct investment? Evidence from a quasi-natural experiment in China," Journal of Development Economics, Elsevier, vol. 123(C), pages 73-85.
    9. Sai Ding & John Knight & Xiao Zhang, 2019. "Does China overinvest? Evidence from a panel of Chinese firms," The European Journal of Finance, Taylor & Francis Journals, vol. 25(6), pages 489-507, April.
    10. Wang, Mei Ling, 2023. "Effects of the green finance policy on the green innovation efficiency of the manufacturing industry: A difference-in-difference model," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
    11. Jiang, Qichuan & Ma, Xuejiao, 2021. "Spillovers of environmental regulation on carbon emissions network," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
    12. Gunnar Pippel & Vivian Seefeld, 2016. "R&D cooperation with scientific institutions: a difference-in-difference approach," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 25(5), pages 455-469, July.
    13. Dirk Schoenmaker, 2021. "Greening monetary policy," Climate Policy, Taylor & Francis Journals, vol. 21(4), pages 581-592, April.
    14. Xingqiang Du & Jianying Weng & Quan Zeng & Yingying Chang & Hongmei Pei, 2017. "Do Lenders Applaud Corporate Environmental Performance? Evidence from Chinese Private-Owned Firms," Journal of Business Ethics, Springer, vol. 143(1), pages 179-207, June.
    15. Christoffersen, Peter & Chung, Hyunchul & Errunza, Vihang, 2006. "Size matters: The impact of financial liberalization on individual firms," Journal of International Money and Finance, Elsevier, vol. 25(8), pages 1296-1318, December.
    16. Peterson K. Ozili, 2022. "Green finance research around the world: a review of literature," International Journal of Green Economics, Inderscience Enterprises Ltd, vol. 16(1), pages 56-75.
    17. Chiappini, Raphaël & Montmartin, Benjamin & Pommet, Sophie & Demaria, Samira, 2022. "Can direct innovation subsidies relax SMEs’ financial constraints?," Research Policy, Elsevier, vol. 51(5).
    18. Xue, Wenjun & Yilmazkuday, Hakan & Taylor, Jason E., 2020. "The impact of China’s fiscal and monetary policy responses to the great recession: An analysis of firm-level Chinese data," Journal of International Money and Finance, Elsevier, vol. 101(C).
    19. Ross Levine, 1997. "Financial Development and Economic Growth: Views and Agenda," Journal of Economic Literature, American Economic Association, vol. 35(2), pages 688-726, June.
    20. Zhuge, Liqun & Freeman, Richard B. & Higgins, Matthew T., 2020. "Regulation and innovation: Examining outcomes in Chinese pollution control policy areas," Economic Modelling, Elsevier, vol. 89(C), pages 19-31.
    21. Baum, Christopher F. & Schäfer, Dorothea & Talavera, Oleksandr, 2011. "The impact of the financial system's structure on firms' financial constraints," Journal of International Money and Finance, Elsevier, vol. 30(4), pages 678-691, June.
    22. Bernini, Michele & Montagnoli, Alberto, 2017. "Competition and financial constraints: A two-sided story," Journal of International Money and Finance, Elsevier, vol. 70(C), pages 88-109.
    23. Álvarez, Roberto & Bertin, Mauricio Jara, 2016. "Banking competition and firm-level financial constraints in Latin America," Emerging Markets Review, Elsevier, vol. 28(C), pages 89-104.
    24. Yuan, Gecheng & Ye, Qin & Sun, Yongping, 2021. "Financial innovation, information screening and industries’ green innovation — Industry-level evidence from the OECD," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
    25. Yang, Qiang & Huo, Jiale & Saqib, Najia & Mahmood, Haider, 2022. "Modelling the effect of renewable energy and public-private partnership in testing EKC hypothesis: Evidence from methods moment of quantile regression," Renewable Energy, Elsevier, vol. 192(C), pages 485-494.
    26. Shi, Xinzheng & Xu, Zhufeng, 2018. "Environmental regulation and firm exports: Evidence from the eleventh Five-Year Plan in China," Journal of Environmental Economics and Management, Elsevier, vol. 89(C), pages 187-200.
    27. Polzin, Friedemann & Sanders, Mark, 2020. "How to finance the transition to low-carbon energy in Europe?," Energy Policy, Elsevier, vol. 147(C).
    28. Giebel, Marek & Kraft, Kornelius, 2020. "Bank credit supply and firm innovation behavior in the financial crisis," Journal of Banking & Finance, Elsevier, vol. 121(C).
    29. Klingelhöfer, Jan & Sun, Rongrong, 2019. "Macroprudential policy, central banks and financial stability: Evidence from China," Journal of International Money and Finance, Elsevier, vol. 93(C), pages 19-41.
    30. Tantri, Prasanna, 2021. "Identifying ever-greening: Evidence using loan-level data," Journal of Banking & Finance, Elsevier, vol. 122(C).
    31. Ozili, Peterson Kitakogelu, 2022. "Green finance research around the world: a review of literature," MPRA Paper 114899, University Library of Munich, Germany.
    32. Qiaoxin Xie & Yu Zhang & Lei Chen, 2022. "Does green credit policy promote innovation: A case of China," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(7), pages 2704-2714, October.
    33. Ju, Jiandong & Ma, Hong & Wang, Zi & Zhu, Xiaodong, 2024. "Trade wars and industrial policy competitions: Understanding the US-China economic conflicts," Journal of Monetary Economics, Elsevier, vol. 141(C), pages 42-58.
    34. Lu, Zhengfei & Zhu, Jigao & Zhang, Weining, 2012. "Bank discrimination, holding bank ownership, and economic consequences: Evidence from China," Journal of Banking & Finance, Elsevier, vol. 36(2), pages 341-354.
    35. Zhang, Dongyang & Bai, Dingchuan & Wang, Yizhi, 2024. "Green vs. brown: Climate risk showdown – who’s thriving, who’s diving?," Journal of International Money and Finance, Elsevier, vol. 149(C).
    36. Hong Ru, 2018. "Government Credit, a Double†Edged Sword: Evidence from the China Development Bank," Journal of Finance, American Finance Association, vol. 73(1), pages 275-316, February.
    37. Cull, Robert & Li, Wei & Sun, Bo & Xu, Lixin Colin, 2015. "Government connections and financial constraints: Evidence from a large representative sample of Chinese firms," Journal of Corporate Finance, Elsevier, vol. 32(C), pages 271-294.
    38. Beck, Thorsten & Chen, Tao & Lin, Chen & Song, Frank M., 2016. "Financial innovation: The bright and the dark sides," Journal of Banking & Finance, Elsevier, vol. 72(C), pages 28-51.
    39. Fafchamps, Marcel & Schündeln, Matthias, 2013. "Local financial development and firm performance: Evidence from Morocco," Journal of Development Economics, Elsevier, vol. 103(C), pages 15-28.
    40. Daniel Paravisini, 2008. "Local Bank Financial Constraints and Firm Access to External Finance," Journal of Finance, American Finance Association, vol. 63(5), pages 2161-2193, October.
    41. Zhiguo He & Wei Wei, 2023. "China's Financial System and Economy: A Review," Annual Review of Economics, Annual Reviews, vol. 15(1), pages 451-483, September.
    42. Leon, Florian, 2015. "Does bank competition alleviate credit constraints in developing countries?," Journal of Banking & Finance, Elsevier, vol. 57(C), pages 130-142.
    43. Lai, Shaojie & Chen, Lihan & Wang, Qing Sophie & Anderson, Hamish D., 2023. "Bank competition and corporate employment: Evidence from the geographic distribution of bank branches in China," Journal of Banking & Finance, Elsevier, vol. 154(C).
    44. Lin, Liguo, 2013. "Enforcement of pollution levies in China," Journal of Public Economics, Elsevier, vol. 98(C), pages 32-43.
    45. Liu, Xiaoqian & Cifuentes-Faura, Javier & Zhao, Shikuan & Wang, Long, 2023. "Government environmental attention and carbon emissions governance: Firm-level evidence from China," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 121-142.
    46. Park, Haehean & Lee, Po-sang & Park, Yun W., 2020. "Information asymmetry and the effect of financial openness on firm growth and wage in emerging markets," International Review of Economics & Finance, Elsevier, vol. 69(C), pages 901-916.
    47. Si, Shuyang & Lyu, Mingjie & Lin Lawell, C.-Y. Cynthia & Chen, Song, 2018. "The effects of energy-related policies on energy consumption in China," Energy Economics, Elsevier, vol. 76(C), pages 202-227.
    48. Nishant Dass & Massimo Massa, 2011. "The Impact of a Strong Bank-Firm Relationship on the Borrowing Firm," The Review of Financial Studies, Society for Financial Studies, vol. 24(4), pages 1204-1260.
    49. Zhang, Dongyang & Guo, Yumei & Wang, Zhaorui & Chen, Yanbin, 2020. "The impact of US monetary policy on Chinese enterprises’ R&D investment," Finance Research Letters, Elsevier, vol. 35(C).
    50. Jiao, Yong & Wang, Gaofei & Li, Chengyou & Pan, Jia, 2024. "Digital inclusive finance, factor flow and industrial structure upgrading: Evidence from the yellow river basin," Finance Research Letters, Elsevier, vol. 62(PA).
    51. Nora M C Pankratz & Christoph M Schiller, 2024. "Climate Change and Adaptation in Global Supply-Chain Networks," The Review of Financial Studies, Society for Financial Studies, vol. 37(6), pages 1729-1777.
    52. Rahaman, Mohammad M., 2011. "Access to financing and firm growth," Journal of Banking & Finance, Elsevier, vol. 35(3), pages 709-723, March.
    53. Anders Fredriksson & Gustavo Magalhães de Oliveira, 2019. "Impact evaluation using Difference-in-Differences," RAUSP Management Journal, Emerald Group Publishing Limited, vol. 54(4), pages 519-532, October.
    54. Richard Kozul-Wright & Piergiuseppe Fortunato, 2012. "International Trade and Carbon Emissions," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 24(4), pages 509-529, September.
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