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How does carbon regulatory policy affect debt financing costs? Empirical evidence from China

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  • Ren, Yi-Shuai
  • Boubaker, Sabri
  • Liu, Pei-Zhi
  • Weber, Olaf

Abstract

This study aimed to examine the effect of Chinese carbon regulatory policy on the debt financing costs of carbon-intensive corporations. We use a large sample covering the years between 2005 and 2018. The results of the difference-in-differences approach show that creditors increased debt financing costs for carbon-intensive corporations considerably due to the low-carbon policy, hence decreasing these corporations' profitability and value. Additional analyses show that the dynamic policy effect gradually increased from 2010 on and weakened later in 2015 owing to China's economic slowdown and the local stock market crash. The impacts of low-carbon policies on corporate debt financing costs are more pronounced for state-owned corporations and those with low analyst followings. Our findings provide corporations and governments with crucial insights into mitigating climate transition risk.

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  • Ren, Yi-Shuai & Boubaker, Sabri & Liu, Pei-Zhi & Weber, Olaf, 2023. "How does carbon regulatory policy affect debt financing costs? Empirical evidence from China," The Quarterly Review of Economics and Finance, Elsevier, vol. 90(C), pages 77-90.
  • Handle: RePEc:eee:quaeco:v:90:y:2023:i:c:p:77-90
    DOI: 10.1016/j.qref.2023.05.006
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    as
    1. Francis, Jennifer & LaFond, Ryan & Olsson, Per & Schipper, Katherine, 2005. "The market pricing of accruals quality," Journal of Accounting and Economics, Elsevier, vol. 39(2), pages 295-327, June.
    2. Harrison Hong & Terence Lim & Jeremy C. Stein, 2000. "Bad News Travels Slowly: Size, Analyst Coverage, and the Profitability of Momentum Strategies," Journal of Finance, American Finance Association, vol. 55(1), pages 265-295, February.
    3. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    4. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    5. Koch, Nicolas & Bassen, Alexander, 2013. "Valuing the carbon exposure of European utilities. The role of fuel mix, permit allocation and replacement investments," Energy Economics, Elsevier, vol. 36(C), pages 431-443.
    6. Gregor Semieniuk & Emanuele Campiglio & Jean‐Francois Mercure & Ulrich Volz & Neil R. Edwards, 2021. "Low‐carbon transition risks for finance," Wiley Interdisciplinary Reviews: Climate Change, John Wiley & Sons, vol. 12(1), January.
    7. Anis Maaloul, 2018. "The effect of greenhouse gas emissions on cost of debt: Evidence from Canadian firms," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 25(6), pages 1407-1415, November.
    8. Jacobson, Louis S & LaLonde, Robert J & Sullivan, Daniel G, 1993. "Earnings Losses of Displaced Workers," American Economic Review, American Economic Association, vol. 83(4), pages 685-709, September.
    9. Fracassi, Cesare & Petry, Stefan & Tate, Geoffrey, 2016. "Does rating analyst subjectivity affect corporate debt pricing?," Journal of Financial Economics, Elsevier, vol. 120(3), pages 514-538.
    10. Pittman, Jeffrey A. & Fortin, Steve, 2004. "Auditor choice and the cost of debt capital for newly public firms," Journal of Accounting and Economics, Elsevier, vol. 37(1), pages 113-136, February.
    11. Anderson, Ronald C. & Mansi, Sattar A. & Reeb, David M., 2003. "Founding family ownership and the agency cost of debt," Journal of Financial Economics, Elsevier, vol. 68(2), pages 263-285, May.
    12. 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).
    13. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    14. Ferrer, Elena & Santamaría, Rafael & Suárez, Nuria, 2019. "Does analyst information influence the cost of debt? Some international evidence," International Review of Economics & Finance, Elsevier, vol. 64(C), pages 323-342.
    15. Busch, Timo & Hoffmann, Volker H., 2007. "Emerging carbon constraints for corporate risk management," Ecological Economics, Elsevier, vol. 62(3-4), pages 518-528, May.
    16. Ericsson, Jan & Jacobs, Kris & Oviedo, Rodolfo, 2009. "The Determinants of Credit Default Swap Premia," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(1), pages 109-132, February.
    17. Zhang, ZhongXiang, 2010. "China in the transition to a low-carbon economy," Energy Policy, Elsevier, vol. 38(11), pages 6638-6653, November.
    18. 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.
    19. Christophe McGlade & Paul Ekins, 2015. "The geographical distribution of fossil fuels unused when limiting global warming to 2 °C," Nature, Nature, vol. 517(7533), pages 187-190, January.
    20. Eichholtz, Piet & Holtermans, Rogier & Kok, Nils & Yönder, Erkan, 2019. "Environmental performance and the cost of debt: Evidence from commercial mortgages and REIT bonds," Journal of Banking & Finance, Elsevier, vol. 102(C), pages 19-32.
    21. Nancy Qian, 2008. "Missing Women and the Price of Tea in China: The Effect of Sex-Specific Earnings on Sex Imbalance," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(3), pages 1251-1285.
    22. Jiandong Chen & Chong Xu & Qianjiao Xie & Malin Song, 2020. "Net primary productivity‐based factors of China's carbon intensity: A regional perspective," Growth and Change, Wiley Blackwell, vol. 51(4), pages 1727-1748, December.
    23. Philipp KRÜGER, 2015. "Climate Change and Firm Valuation: Evidence from a Quasi-Natural Experiment," Swiss Finance Institute Research Paper Series 15-40, Swiss Finance Institute.
    24. Olaf Weber, 2017. "Corporate sustainability and financial performance of Chinese banks," Sustainability Accounting, Management and Policy Journal, Emerald Group Publishing Limited, vol. 8(3), pages 358-385, July.
    25. Tan, Xiujie & Choi, Yongrok & Wang, Banban & Huang, Xiaoqi, 2020. "Does China's carbon regulatory policy improve total factor carbon efficiency? A fixed-effect panel stochastic frontier analysis," Technological Forecasting and Social Change, Elsevier, vol. 160(C).
    26. 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.
    27. Elias Erragragui, 2018. "Do creditors price firms’ environmental, social and governance risks?," Post-Print hal-03680639, HAL.
    28. Ehlers, Torsten & Packer, Frank & de Greiff, Kathrin, 2022. "The pricing of carbon risk in syndicated loans: Which risks are priced and why?," Journal of Banking & Finance, Elsevier, vol. 136(C).
    29. Olaf Weber & Roland W. Scholz & Georg Michalik, 2010. "Incorporating sustainability criteria into credit risk management," Business Strategy and the Environment, Wiley Blackwell, vol. 19(1), pages 39-50, January.
    30. Ghouma, Hatem, 2017. "How does managerial opportunism affect the cost of debt financing?," Research in International Business and Finance, Elsevier, vol. 39(PA), pages 13-29.
    31. Diaz-Rainey, Ivan & Gehricke, Sebastian A. & Roberts, Helen & Zhang, Renzhu, 2021. "Trump vs. Paris: The impact of climate policy on U.S. listed oil and gas firm returns and volatility," International Review of Financial Analysis, Elsevier, vol. 76(C).
    32. Liu, Xinghe & Wang, Enxian & Cai, Danting, 2019. "Green credit policy, property rights and debt financing: Quasi-natural experimental evidence from China," Finance Research Letters, Elsevier, vol. 29(C), pages 129-135.
    33. Armstrong, Christopher S. & Guay, Wayne R. & Weber, Joseph P., 2010. "The role of information and financial reporting in corporate governance and debt contracting," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 179-234, December.
    34. Xu, Yong & Li, Shanshan & Zhou, Xiaoxiao & Shahzad, Umer & Zhao, Xin, 2022. "How environmental regulations affect the development of green finance: Recent evidence from polluting firms in China," Renewable Energy, Elsevier, vol. 189(C), pages 917-926.
    35. Liu, Peizhi & Qiao, Haishu, 2021. "How does China's decarbonization policy influence the value of carbon-intensive firms?," Finance Research Letters, Elsevier, vol. 43(C).
    36. Fama, Eugene F & Jensen, Michael C, 1983. "Separation of Ownership and Control," Journal of Law and Economics, University of Chicago Press, vol. 26(2), pages 301-325, June.
    37. Chen, Yvonne Jie & Li, Pei & Lu, Yi, 2018. "Career concerns and multitasking local bureaucrats: Evidence of a target-based performance evaluation system in China," Journal of Development Economics, Elsevier, vol. 133(C), pages 84-101.
    38. Sen, Suphi & von Schickfus, Marie-Theres, 2020. "Climate policy, stranded assets, and investors’ expectations," Journal of Environmental Economics and Management, Elsevier, vol. 100(C).
    39. Yan, Yaxue & Zhang, Xiaoling & Zhang, Jihong & Li, Kai, 2020. "Emissions trading system (ETS) implementation and its collaborative governance effects on air pollution: The China story," Energy Policy, Elsevier, vol. 138(C).
    40. Lee, Charles M.C. & So, Eric C., 2017. "Uncovering expected returns: Information in analyst coverage proxies," Journal of Financial Economics, Elsevier, vol. 124(2), pages 331-348.
    41. Erragragui, Elias, 2018. "Do creditors price firms’ environmental, social and governance risks?," Research in International Business and Finance, Elsevier, vol. 45(C), pages 197-207.
    42. Olaf Weber & Asadul Hoque & Mohammad Ayub Islam, 2015. "Incorporating environmental criteria into credit risk management in Bangladeshi banks," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 5(1-2), pages 1-15, April.
    43. Brouwers, Roel & Schoubben, Frederiek & Van Hulle, Cynthia & Van Uytbergen, Steve, 2016. "The initial impact of EU ETS verification events on stock prices," Energy Policy, Elsevier, vol. 94(C), pages 138-149.
    44. Balachandran, Balasingham & Nguyen, Justin Hung, 2018. "Does carbon risk matter in firm dividend policy? Evidence from a quasi-natural experiment in an imputation environment," Journal of Banking & Finance, Elsevier, vol. 96(C), pages 249-267.
    45. Wang, Run & Liu, Wenjuan & Xiao, Lishan & Liu, Jian & Kao, William, 2011. "Path towards achieving of China's 2020 carbon emission reduction target--A discussion of low-carbon energy policies at province level," Energy Policy, Elsevier, vol. 39(5), pages 2740-2747, May.
    46. Yang, Zhenbing & Shao, Shuai & Yang, Lili, 2021. "Unintended consequences of carbon regulation on the performance of SOEs in China: The role of technical efficiency," Energy Economics, Elsevier, vol. 94(C).
    47. Kabir, Md Nurul & Rahman, Sohanur & Rahman, Md Arifur & Anwar, Mumtaheena, 2021. "Carbon emissions and default risk: International evidence from firm-level data," Economic Modelling, Elsevier, vol. 103(C).
    48. Sun, Yongping & Yang, Ying & Huang, Nan & Zou, Xin, 2020. "The impacts of climate change risks on financial performance of mining industry: Evidence from listed companies in China," Resources Policy, Elsevier, vol. 69(C).
    49. Klaus-Michael Menz, 2010. "Corporate Social Responsibility: Is it Rewarded by the Corporate Bond Market? A Critical Note," Journal of Business Ethics, Springer, vol. 96(1), pages 117-134, September.
    50. Olaf Weber & Marcus Fenchel & Roland W. Scholz, 2008. "Empirical analysis of the integration of environmental risks into the credit risk management process of European banks," Business Strategy and the Environment, Wiley Blackwell, vol. 17(3), pages 149-159, March.
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    2. Peng Zhang & Lei Tan & Fei Liu, 2023. "Assessing the Implications of Ecological Civilization Pilots in Urban Green Energy Industry on Carbon Emission Mitigation: Evidence from China," Energies, MDPI, vol. 16(22), pages 1-18, November.
    3. Ren, Yi-Shuai & Huynh, Toan Luu Duc & Liu, Pei-Zhi & Narayan, Seema, 2024. "Is the carbon emission trading scheme conducive to promoting energy transition? Some empirical evidence from China," Energy Economics, Elsevier, vol. 134(C).
    4. Ren, Yi-Shuai & Derouiche, Imen & Hassan, Majdi & Liu, Pei-Zhi, 2024. "Do creditors price climate transition risks? A natural experiment based on China's carbon emission trading scheme," International Review of Economics & Finance, Elsevier, vol. 91(C), pages 138-155.
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