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Environmental regulation and the cost of debt: Evidence from the carbon emission trading system pilot in China

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  • Ni, Xiaoran
  • Jin, Qi
  • Huang, Kunhao

Abstract

This paper explores the financing effect of environmental regulation in view of the cost of debt. Using a sample of Chinese A-share listed firms from 2010 to 2016, we document that the introduction of the Carbon Emission Trading System (ETS) pilots significantly increases a firm's cost of debt by 0.140 percentage points on average. This effect is exacerbated for firms with higher external finance dependence, facing higher external pressures, and operating in a more competitive product market, and is weakened for firms with higher mortgage capacity. Overall, we show that the implementation of ETS may incentivize risky investments, which may be value enhancing in the long run to some extent, but also increase the distress risk, and increase the risk premium requirements of creditors who pay more attention to downside risks.

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  • Ni, Xiaoran & Jin, Qi & Huang, Kunhao, 2022. "Environmental regulation and the cost of debt: Evidence from the carbon emission trading system pilot in China," Finance Research Letters, Elsevier, vol. 49(C).
  • Handle: RePEc:eee:finlet:v:49:y:2022:i:c:s1544612322003579
    DOI: 10.1016/j.frl.2022.103134
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    as
    1. Gustavo Manso, 2011. "Motivating Innovation," Journal of Finance, American Finance Association, vol. 66(5), pages 1823-1860, October.
    2. Holmstrom, Bengt, 1989. "Agency costs and innovation," Journal of Economic Behavior & Organization, Elsevier, vol. 12(3), pages 305-327, December.
    3. Nadja Guenster & Rob Bauer & Jeroen Derwall & Kees Koedijk, 2011. "The Economic Value of Corporate Eco†Efficiency," European Financial Management, European Financial Management Association, vol. 17(4), pages 679-704, September.
    4. Wang, Ke & Wei, Yi-Ming & Huang, Zhimin, 2016. "Potential gains from carbon emissions trading in China: A DEA based estimation on abatement cost savings," Omega, Elsevier, vol. 63(C), pages 48-59.
    5. Christina W. Y. Wong & Xin Miao & Shuang Cui & Yanhong Tang, 2018. "Impact of Corporate Environmental Responsibility on Operating Income: Moderating Role of Regional Disparities in China," Journal of Business Ethics, Springer, vol. 149(2), pages 363-382, May.
    6. Boyd, Gale A. & McClelland, John D., 1999. "The Impact of Environmental Constraints on Productivity Improvement in Integrated Paper Plants," Journal of Environmental Economics and Management, Elsevier, vol. 38(2), pages 121-142, September.
    7. Cull, Robert & Xu, Lixin Colin, 2005. "Institutions, ownership, and finance: the determinants of profit reinvestment among Chinese firms," Journal of Financial Economics, Elsevier, vol. 77(1), pages 117-146, July.
    8. 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.
    9. Matthew Serfling, 2016. "Firing Costs and Capital Structure Decisions," Journal of Finance, American Finance Association, vol. 71(5), pages 2239-2286, October.
    10. Raphael Calel & Antoine Dechezleprêtre, 2016. "Environmental Policy and Directed Technological Change: Evidence from the European Carbon Market," The Review of Economics and Statistics, MIT Press, vol. 98(1), pages 173-191, March.
    11. Gray, Wayne B. & Shadbegian, Ronald J., 2003. "Plant vintage, technology, and environmental regulation," Journal of Environmental Economics and Management, Elsevier, vol. 46(3), pages 384-402, November.
    12. Li Cai & Chaohua He, 2014. "Corporate Environmental Responsibility and Equity Prices," Journal of Business Ethics, Springer, vol. 125(4), pages 617-635, December.
    13. R. H. Coase, 2013. "The Problem of Social Cost," Journal of Law and Economics, University of Chicago Press, vol. 56(4), pages 837-877.
    14. 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.
    15. Gu, Xiaolong & Xin, Yu & Xu, Liping, 2019. "Expected stock price crash risk and bank loan pricing: Evidence from China's listed firms," Pacific-Basin Finance Journal, Elsevier, vol. 57(C).
    16. Xie, Rong-hui & Yuan, Yi-jun & Huang, Jing-jing, 2017. "Different Types of Environmental Regulations and Heterogeneous Influence on “Green” Productivity: Evidence from China," Ecological Economics, Elsevier, vol. 132(C), pages 104-112.
    17. Junming Zhu & Yichun Fan & Xinghua Deng & Lan Xue, 2019. "Low-carbon innovation induced by emissions trading in China," Nature Communications, Nature, vol. 10(1), pages 1-8, December.
    18. Valta, Philip, 2012. "Competition and the cost of debt," Journal of Financial Economics, Elsevier, vol. 105(3), pages 661-682.
    19. Li Cai & Jinhua Cui & Hoje Jo, 2016. "Corporate Environmental Responsibility and Firm Risk," Journal of Business Ethics, Springer, vol. 139(3), pages 563-594, December.
    20. He, Jie (Jack) & Tian, Xuan, 2013. "The dark side of analyst coverage: The case of innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 856-878.
    21. Bin Liu & Charles Cullinan & Junrui Zhang & Fangjun Wang, 2016. "Loan guarantees and the cost of debt: evidence from China," Applied Economics, Taylor & Francis Journals, vol. 48(38), pages 3626-3643, August.
    22. Duchin, Ran & Ozbas, Oguzhan & Sensoy, Berk A., 2010. "Costly external finance, corporate investment, and the subprime mortgage credit crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 418-435, September.
    23. Fan, Haichao & Peng, Yuchao & Wang, Huanhuan & Xu, Zhiwei, 2021. "Greening through finance?," Journal of Development Economics, Elsevier, vol. 152(C).
    24. Hutton, Amy P. & Marcus, Alan J. & Tehranian, Hassan, 2009. "Opaque financial reports, R2, and crash risk," Journal of Financial Economics, Elsevier, vol. 94(1), pages 67-86, October.
    25. Palmer, Mark & Truong, Yann, 2017. "The Impact of Technological Green New Product Introductions on Firm Profitability," Ecological Economics, Elsevier, vol. 136(C), pages 86-93.
    26. Nicole Darnall & Irene Henriques & Perry Sadorsky, 2010. "Adopting Proactive Environmental Strategy: The Influence of Stakeholders and Firm Size," Journal of Management Studies, Wiley Blackwell, vol. 47(6), pages 1072-1094, September.
    27. Gray, Wayne B, 1987. "The Cost of Regulation: OSHA, EPA and the Productivity Slowdown," American Economic Review, American Economic Association, vol. 77(5), pages 998-1006, December.
    28. Ni, Xiaoran & Yin, Sirui, 2018. "Shareholder litigation rights and the cost of debt: Evidence from derivative lawsuits," Journal of Corporate Finance, Elsevier, vol. 48(C), pages 169-186.
    29. Xu, Yongxin & Xuan, Yuhao & Zheng, Gaoping, 2021. "Internet searching and stock price crash risk: Evidence from a quasi-natural experiment," Journal of Financial Economics, Elsevier, vol. 141(1), pages 255-275.
    30. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    31. Cui, Lian-Biao & Fan, Ying & Zhu, Lei & Bi, Qing-Hua, 2014. "How will the emissions trading scheme save cost for achieving China’s 2020 carbon intensity reduction target?," Applied Energy, Elsevier, vol. 136(C), pages 1043-1052.
    32. 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.
    33. Sreedhar T. Bharath & Tyler Shumway, 2008. "Forecasting Default with the Merton Distance to Default Model," The Review of Financial Studies, Society for Financial Studies, vol. 21(3), pages 1339-1369, May.
    34. Gu, Leilei & Ni, Xiaoran & Peng, Yuchao & Zhang, Huilin, 2020. "Entry of foreign banks, state ownership, and corporate innovation," Pacific-Basin Finance Journal, Elsevier, vol. 61(C).
    35. Brunnermeier, Smita B. & Cohen, Mark A., 2003. "Determinants of environmental innovation in US manufacturing industries," Journal of Environmental Economics and Management, Elsevier, vol. 45(2), pages 278-293, March.
    36. Rassier, Dylan G. & Earnhart, Dietrich, 2015. "Effects of environmental regulation on actual and expected profitability," Ecological Economics, Elsevier, vol. 112(C), pages 129-140.
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    Cited by:

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    3. Shang, Yuping & Raza, Syed Ali & Huo, Zhe & Shahzad, Umer & Zhao, Xin, 2023. "Does enterprise digital transformation contribute to the carbon emission reduction? Micro-level evidence from China," International Review of Economics & Finance, Elsevier, vol. 86(C), pages 1-13.
    4. Yusen Luo & Zhengnan Lu & Chao Wu & Claudia Nyarko Mensah, 2023. "Environmental Regulation Effect on Green Total Factor Productivity: Mediating Role of Foreign Direct Investment Quantity and Quality," IJERPH, MDPI, vol. 20(4), pages 1-18, February.
    5. Alexander, Anna & De Vito, Antonio & Menicacci, Luca, 2024. "At what cost? Environmental regulation and corporate cash holdings," Finance Research Letters, Elsevier, vol. 61(C).
    6. Long, Wenbin & Qu, Xin & Yin, Saifeng, 2023. "How does carbon emissions trading policy affect accrued earnings management in corporations? Evidence from China," Finance Research Letters, Elsevier, vol. 55(PA).
    7. Yadu Zhang & Yiteng Zhang & Zuoren Sun, 2023. "The Impact of Carbon Emission Trading Policy on Enterprise ESG Performance: Evidence from China," Sustainability, MDPI, vol. 15(10), pages 1-27, May.
    8. Huang, Zijie & Cao, June & Pan, Lei, 2024. "Greening your way to profits: Green strategies and green revenues," Finance Research Letters, Elsevier, vol. 61(C).
    9. Wang, Ting & Tang, Jian & Wang, Xiao & He, Qiankun, 2024. "Assessing capital allocation efficiency under environmental regulation," Finance Research Letters, Elsevier, vol. 62(PA).
    10. Li, Xiaofan & Ye, Yongwei & Liu, Zhaoda & Tao, Yunqing & Jiang, Jingjing, 2024. "FinTech and SME’ performance: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 670-682.

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    More about this item

    Keywords

    Environmental regulation; China's carbon emission trading system; Corporate financing; Cost of debt;
    All these keywords.

    JEL classification:

    • D21 - Microeconomics - - Production and Organizations - - - Firm Behavior: Theory
    • G38 - Financial Economics - - Corporate Finance and Governance - - - Government Policy and Regulation
    • Q52 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Pollution Control Adoption and Costs; Distributional Effects; Employment Effects

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