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Carbon emission regulation and corporate financing constraints: A quasi-natural experiment based on China’s carbon emissions trading mechanism

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  • Zhang, Pengcheng
  • Qi, Jiayin

Abstract

This study empirically investigates the impact of carbon emissions trading on corporate financing constraints using a difference-in-differences model. By compiling lists of emission-controlled enterprises from each pilot carbon market, this study demonstrates that carbon emissions trading significantly increases financing constraints for these enterprises. However, no significant regional or sectoral spillover effects are observed. The results of the mechanism testing show that carbon emissions trading diminishes enterprise performance in the stock market and exerts adverse effects on the scale of corporate bank borrowing and the debt maturity structure. Further research reveals that good corporate governance and better information quality can inhibit the adverse effects of carbon emissions trading. This mechanism reduces firms’ investment expenditures, but increases their investments in research and development and financial asset allocation. Notably, despite financing constraints being detrimental to innovation, carbon emissions trading significantly enhances both the level and quality of innovation in firms. These findings underscore the complex effects of carbon emissions trading on corporate financing constraints and highlight the intricate nature of environmental policies at the microeconomic level.

Suggested Citation

  • Zhang, Pengcheng & Qi, Jiayin, 2025. "Carbon emission regulation and corporate financing constraints: A quasi-natural experiment based on China’s carbon emissions trading mechanism," Journal of Contemporary Accounting and Economics, Elsevier, vol. 21(1).
  • Handle: RePEc:eee:jocaae:v:21:y:2025:i:1:s1815566924000523
    DOI: 10.1016/j.jcae.2024.100452
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    as
    1. Diamond, Douglas W, 1991. "Monitoring and Reputation: The Choice between Bank Loans and Directly Placed Debt," Journal of Political Economy, University of Chicago Press, vol. 99(4), pages 689-721, August.
    2. Alexander Dyck & Natalya Volchkova & Luigi Zingales, 2008. "The Corporate Governance Role of the Media: Evidence from Russia," Journal of Finance, American Finance Association, vol. 63(3), pages 1093-1135, June.
    3. Karen Palmer & Wallace E. Oates & Paul R. Portney & Karen Palmer & Wallace E. Oates & Paul R. Portney, 2004. "Tightening Environmental Standards: The Benefit-Cost or the No-Cost Paradigm?," Chapters, in: Environmental Policy and Fiscal Federalism, chapter 3, pages 53-66, Edward Elgar Publishing.
    4. Ralf Martin & Mirabelle Muûls & Ulrich J. Wagner, 2016. "The Impact of the European Union Emissions Trading Scheme on Regulated Firms: What Is the Evidence after Ten Years?," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 10(1), pages 129-148.
    5. Wu, Qingyang & Wang, Yanying, 2022. "How does carbon emission price stimulate enterprises' total factor productivity? Insights from China's emission trading scheme pilots," Energy Economics, Elsevier, vol. 109(C).
    6. Chen, Zhe & Song, Pei & Wang, Baolu, 2021. "Carbon emissions trading scheme, energy efficiency and rebound effect – Evidence from China's provincial data," Energy Policy, Elsevier, vol. 157(C).
    7. Hou, Qingsong & Tang, Xiaofang & Teng, Min, 2021. "Labor costs and financialization of real sectors in emerging markets," Pacific-Basin Finance Journal, Elsevier, vol. 67(C).
    8. Li, Quan & Chen, Huimin & Chen, Yang & Xiao, Tong & Wang, Li, 2023. "Digital economy, financing constraints, and corporate innovation," Pacific-Basin Finance Journal, Elsevier, vol. 80(C).
    9. Cheng, Zhonghua & Meng, Xiangwei, 2023. "Can carbon emissions trading improve corporate total factor productivity?," Technological Forecasting and Social Change, Elsevier, vol. 195(C).
    10. Ambec, Stefan & Barla, Philippe, 2002. "A theoretical foundation of the Porter hypothesis," Economics Letters, Elsevier, vol. 75(3), pages 355-360, May.
    11. Yang, Xinyu & Jiang, Ping & Pan, Yao, 2020. "Does China's carbon emission trading policy have an employment double dividend and a Porter effect?," Energy Policy, Elsevier, vol. 142(C).
    12. Wu, Xiting & Luo, Le & You, Jiaxing, 2023. "Actions speak louder than words: Environmental law enforcement externalities and access to bank loans," Journal of Banking & Finance, Elsevier, vol. 153(C).
    13. Rubashkina, Yana & Galeotti, Marzio & Verdolini, Elena, 2015. "Environmental regulation and competitiveness: Empirical evidence on the Porter Hypothesis from European manufacturing sectors," Energy Policy, Elsevier, vol. 83(C), pages 288-300.
    14. Amihud, Yakov, 2002. "Illiquidity and stock returns: cross-section and time-series effects," Journal of Financial Markets, Elsevier, vol. 5(1), pages 31-56, January.
    15. Leland, Hayne E & Pyle, David H, 1977. "Informational Asymmetries, Financial Structure, and Financial Intermediation," Journal of Finance, American Finance Association, vol. 32(2), pages 371-387, May.
    16. Li, Tongxia & Lu, Chun & Routledge, James, 2023. "Brand capital on debt maturity structure," Journal of Contemporary Accounting and Economics, Elsevier, vol. 19(3).
    17. Hu, Jiangfeng & Pan, Xinxin & Huang, Qinghua, 2020. "Quantity or quality? The impacts of environmental regulation on firms’ innovation–Quasi-natural experiment based on China's carbon emissions trading pilot," Technological Forecasting and Social Change, Elsevier, vol. 158(C).
    18. Zhou, Fengxiu & Wang, Xiaoyu, 2022. "The carbon emissions trading scheme and green technology innovation in China: A new structural economics perspective," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 365-381.
    19. Ma, Huanyu & Hao, Dapeng, 2022. "Economic policy uncertainty, financial development, and financial constraints: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 79(C), pages 368-386.
    20. Dale W. Jorgenson & Peter J. Wilcoxen, 1990. "Environmental Regulation and U.S. Economic Growth," RAND Journal of Economics, The RAND Corporation, vol. 21(2), pages 314-340, Summer.
    21. Li, Chengming & Wang, Yilin & Zhou, Zhihan & Wang, Zeyu & Mardani, Abbas, 2023. "Digital finance and enterprise financing constraints: Structural characteristics and mechanism identification," Journal of Business Research, Elsevier, vol. 165(C).
    22. Chen, Zhongfei & Zhang, Xiao & Chen, Fanglin, 2021. "Do carbon emission trading schemes stimulate green innovation in enterprises? Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
    23. Leuz, C & Verrecchia, RE, 2000. "The economic consequences of increased disclosure," Journal of Accounting Research, Wiley Blackwell, vol. 38, pages 91-124.
    24. Ran Duchin, 2010. "Cash Holdings and Corporate Diversification," Journal of Finance, American Finance Association, vol. 65(3), pages 955-992, June.
    25. Diamond, Douglas W & Verrecchia, Robert E, 1991. "Disclosure, Liquidity, and the Cost of Capital," Journal of Finance, American Finance Association, vol. 46(4), pages 1325-1359, September.
    26. Fazzari, Steven M & Athey, Michael J, 1987. "Asymmetric Information, Financing Constraints, and Investment," The Review of Economics and Statistics, MIT Press, vol. 69(3), pages 481-487, August.
    27. Liu, Guangqiang & Guo, Liangju, 2023. "How does mandatory environmental regulation affect corporate environmental information disclosure quality," Finance Research Letters, Elsevier, vol. 54(C).
    28. Zhao, Tianjiao & Xiao, Xiang, 2019. "The impact of corporate social responsibility on financial constraints: Does the life cycle stage of a firm matter?," International Review of Economics & Finance, Elsevier, vol. 63(C), pages 76-93.
    29. Li, Xiaoying & Jin, Yue, 2021. "Do political connections improve corporate performance? Evidence from Chinese listed companies," Finance Research Letters, Elsevier, vol. 41(C).
    30. Emily Oster, 2019. "Unobservable Selection and Coefficient Stability: Theory and Evidence," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(2), pages 187-204, April.
    31. Huang, Zhi-xiong & Yang, Xiandong, 2021. "Carbon emissions and firm innovation," Economic Analysis and Policy, Elsevier, vol. 69(C), pages 503-513.
    32. Cao, Chunfang & Dong, Yizhe & Hou, Wenxuan & Liu, Yue & Qian, Xianhang, 2019. "Provincial official turnover and bank loans," Pacific-Basin Finance Journal, Elsevier, vol. 57(C).
    33. repec:bla:jfinan:v:59:y:2004:i:4:p:1777-1804 is not listed on IDEAS
    34. Toni M. Whited & Guojun Wu, 2006. "Financial Constraints Risk," The Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 531-559.
    35. Wang, Qian & Su, Zhongnan & Chen, Xinyang, 2021. "Information disclosure and the default risk of online peer-to-peer lending platform," Finance Research Letters, Elsevier, vol. 38(C).
    36. Giorgio Petroni & Barbara Bigliardi & Francesco Galati, 2019. "Rethinking the Porter Hypothesis: The Underappreciated Importance of Value Appropriation and Pollution Intensity," Review of Policy Research, Policy Studies Organization, vol. 36(1), pages 121-140, January.
    37. Huang, Nan & He, Rong & Luo, Le & Shen, Hongtao, 2024. "Carbon emission trading scheme and firm debt financing," Journal of Contemporary Accounting and Economics, Elsevier, vol. 20(1).
    38. Weiming Liu & Yating Qiu & Lijiang Jia & Hang Zhou, 2022. "Carbon Emissions Trading and Green Technology Innovation—A Quasi-natural Experiment Based on a Carbon Trading Market Pilot," IJERPH, MDPI, vol. 19(24), pages 1-13, December.
    39. Xiaoqi Li & Dingfei Guo & Chao Feng, 2022. "The Carbon Emissions Trading Policy of China: Does It Really Promote the Enterprises’ Green Technology Innovations?," IJERPH, MDPI, vol. 19(21), pages 1-15, November.
    40. Zhao, Tianjiao & Xiao, Ming & Zhang, Bingshi, 2023. "Corporate social network, ownership structure, and corporate financing constraints: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 88(C), pages 1547-1564.
    41. Zhang, Yue-Jun & Wang, Wei, 2021. "How does China's carbon emissions trading (CET) policy affect the investment of CET-covered enterprises?," Energy Economics, Elsevier, vol. 98(C).
    42. Liu, Xing & Liu, Fengzhong, 2022. "Environmental regulation and corporate financial asset allocation: A natural experiment from the new environmental protection law in China," Finance Research Letters, Elsevier, vol. 47(PA).
    43. Ma, Guangcheng & Qin, Jiahong & Zhang, Yumeng, 2023. "Does the carbon emissions trading system reduce carbon emissions by promoting two-way FDI in developing countries? Evidence from Chinese listed companies and cities," Energy Economics, Elsevier, vol. 120(C).
    44. Ram T. S. Ramakrishnan & Anjan V. Thakor, 1984. "Information Reliability and a Theory of Financial Intermediation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 51(3), pages 415-432.
    45. Mertzanis, Charilaos, 2019. "Family ties, institutions and financing constraints in developing countries," Journal of Banking & Finance, Elsevier, vol. 108(C).
    46. Peng, Shuijun & Shu, Zhongqiao & Zhang, Wencheng, 2022. "Does service trade liberalization relieve manufacturing enterprises’ financial constraints? Evidence from China," Economic Modelling, Elsevier, vol. 106(C).
    47. Li Meng & Ke Wang & Taoyong Su & He He, 2022. "Carbon Emission Trading and Corporate Financing: Evidence from China," Energies, MDPI, vol. 15(14), pages 1-13, July.
    48. Firat Demir, 2009. "Financialization and Manufacturing Firm Profitability under Uncertainty and Macroeconomic Volatility: Evidence from an Emerging Market," Review of Development Economics, Wiley Blackwell, vol. 13(4), pages 592-609, November.
    49. Gigante, Gimede & Manglaviti, Davide, 2022. "The ESG effect on the cost of debt financing: A sharp RD analysis," International Review of Financial Analysis, Elsevier, vol. 84(C).
    50. Ren, Shenggang & Yang, Xuanyu & Hu, Yucai & Chevallier, Julien, 2022. "Emission trading, induced innovation and firm performance," Energy Economics, Elsevier, vol. 112(C).
    51. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    52. Michael E. Porter & Claas van der Linde, 1995. "Toward a New Conception of the Environment-Competitiveness Relationship," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 97-118, Fall.
    53. Wang, Wei & Zhang, Yue-Jun, 2022. "Does China's carbon emissions trading scheme affect the market power of high-carbon enterprises?," Energy Economics, Elsevier, vol. 108(C).
    54. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(2), pages 261-294.
    55. Xie, Li & Zhou, Zhichao & Hui, Shimin, 2022. "Does environmental regulation improve the structure of power generation technology? Evidence from China's pilot policy on the carbon emissions trading market(CETM)," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    56. Xu, Qiuhua & Deng, Li & Li, Sen & Huang, Wen, 2021. "Do hometown connections affect corporate governance? Evidence from Chinese Listed Companies," International Review of Economics & Finance, Elsevier, vol. 73(C), pages 290-302.
    57. Shenggang Ren & Xuanyu Yang & Yucai Hu & Julien Chevallier, 2022. "Emission trading, induced innovation and firm performance," Post-Print halshs-04250301, HAL.
    58. Qingyang Wu & Siyu Ren & Yao Hou & Zaoli Yang & Congyu Zhao & Xusheng Yao, 2024. "Easing financial constraints through carbon trading," Empirical Economics, Springer, vol. 67(2), pages 655-691, August.
    59. Wang, Xu & Zhu, Lei & Fan, Ying, 2018. "Transaction costs, market structure and efficient coverage of emissions trading scheme: A microlevel study from the pilots in China," Applied Energy, Elsevier, vol. 220(C), pages 657-671.
    60. Wu, Jianxian & Nie, Xin & Wang, Han, 2023. "Curse to blessing: The carbon emissions trading system and resource-based cities' carbon mitigation," Energy Policy, Elsevier, vol. 183(C).
    61. Li, Changsheng & Qi, Yaping & Liu, Shaohui & Wang, Xu, 2022. "Do carbon ETS pilots improve cities' green total factor productivity? Evidence from a quasi-natural experiment in China," Energy Economics, Elsevier, vol. 108(C).
    62. Wu, Yizhong & Liu, Xiaoxing & Tang, Chun, 2024. "Carbon Market and corporate financing behavior-From the perspective of constraints and demand," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 873-889.
    63. Wen, Bohui & Bi, ShaSha & Yuan, Ming & Hao, Jing, 2023. "Financial constraint, cross-sectoral spillover and systemic risk in China," International Review of Economics & Finance, Elsevier, vol. 84(C), pages 1-11.
    64. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
    65. Zhang, Li & Xie, Lunyu & Zheng, Xinye, 2023. "Across a few prohibitive miles: The impact of the Anti-Poverty Relocation Program in China," Journal of Development Economics, Elsevier, vol. 160(C).
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