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Green bond credit spreads and bank loans in China

Author

Listed:
  • Wang, Congcong
  • Wang, Chong
  • Long, Huaigang
  • Zaremba, Adam
  • Zhou, Wenyu

Abstract

Green finance is increasingly important in both academia and industry, yet the relationship between green bonds and bank loans remains largely understudied. In this study, we conduct an empirical investigation into the impact of the credit spreads of green bonds on the structure of debt financing. Our findings suggest that companies with larger credit spreads on green bonds in the secondary market tend to experience a higher growth rate in new bank loans. The presence of such credit spreads in the secondary market exacerbates corporate financing constraints and information asymmetry. This dynamic fosters implicit collusion between enterprises and banks, enhancing the firms' ability to secure bank loans. This research sheds light on the economic implications of the credit spreads of green bonds from the banks' perspective and offers valuable insights for optimizing credit strategies and detecting greenwashing behavior among banks and investors.

Suggested Citation

  • Wang, Congcong & Wang, Chong & Long, Huaigang & Zaremba, Adam & Zhou, Wenyu, 2024. "Green bond credit spreads and bank loans in China," International Review of Financial Analysis, Elsevier, vol. 94(C).
  • Handle: RePEc:eee:finana:v:94:y:2024:i:c:s1057521924002321
    DOI: 10.1016/j.irfa.2024.103300
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    as
    1. Uddin, Gazi Salah & Jayasekera, Ranadeva & Park, Donghyun & Luo, Tianqi & Tian, Shu, 2022. "Go green or stay black: Bond market dynamics in Asia," International Review of Financial Analysis, Elsevier, vol. 81(C).
    2. Hammoudeh, Shawkat & Ajmi, Ahdi Noomen & Mokni, Khaled, 2020. "Relationship between green bonds and financial and environmental variables: A novel time-varying causality," Energy Economics, Elsevier, vol. 92(C).
    3. Graham, John R. & Li, Si & Qiu, Jiaping, 2008. "Corporate misreporting and bank loan contracting," Journal of Financial Economics, Elsevier, vol. 89(1), pages 44-61, July.
    4. Gregory S. Crawford & Nicola Pavanini & Fabiano Schivardi, 2018. "Asymmetric Information and Imperfect Competition in Lending Markets," American Economic Review, American Economic Association, vol. 108(7), pages 1659-1701, July.
    5. Sean Cleary, 1999. "The Relationship between Firm Investment and Financial Status," Journal of Finance, American Finance Association, vol. 54(2), pages 673-692, April.
    6. Piñeiro-Chousa, Juan & López-Cabarcos, M.Ángeles & Caby, Jérôme & Šević, Aleksandar, 2021. "The influence of investor sentiment on the green bond market," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    7. 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.
    8. Pham, Linh, 2021. "Frequency connectedness and cross-quantile dependence between green bond and green equity markets," Energy Economics, Elsevier, vol. 98(C).
    9. Xu, Guoquan & Lu, Nuotian & Tong, Yan, 2022. "Greenwashing and credit spread: Evidence from the Chinese green bond market," Finance Research Letters, Elsevier, vol. 48(C).
    10. Nan Jia & Jing Shi & Changyun Wang & Yongxiang Wang, 2020. "Parasites and Paragons: Ownership Reform and Concentrated Interest among Minority Shareholders," Journal of Management Studies, Wiley Blackwell, vol. 57(1), pages 129-162, January.
    11. Su, Tong & Lin, Boqiang, 2022. "The liquidity impact of Chinese green bonds spreads," International Review of Economics & Finance, Elsevier, vol. 82(C), pages 318-334.
    12. Reboredo, Juan C., 2018. "Green bond and financial markets: Co-movement, diversification and price spillover effects," Energy Economics, Elsevier, vol. 74(C), pages 38-50.
    13. Camille Macaire & Alain Naef, 2023. "Greening monetary policy: evidence from the People’s Bank of China," Climate Policy, Taylor & Francis Journals, vol. 23(1), pages 138-149, January.
    14. Hasan, Iftekhar & Hoi, Chun Keung & Wu, Qiang & Zhang, Hao, 2017. "Social Capital and Debt Contracting: Evidence from Bank Loans and Public Bonds," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(3), pages 1017-1047, June.
    15. Simeth, Nagihan, 2022. "The value of external reviews in the secondary green bond market," Finance Research Letters, Elsevier, vol. 46(PA).
    16. Li, Quan & Zhang, Kai & Wang, Li, 2022. "Where's the green bond premium? Evidence from China," Finance Research Letters, Elsevier, vol. 48(C).
    17. Dimic, Nebojsa & Orlov, Vitaly & Piljak, Vanja, 2022. "First offshore bond issuances and firm valuation," International Review of Financial Analysis, Elsevier, vol. 83(C).
    18. C. Edward Fee & Charles J. Hadlock & Joshua R. Pierce, 2009. "Investment, Financing Constraints, and Internal Capital Markets: Evidence from the Advertising Expenditures of Multinational Firms," The Review of Financial Studies, Society for Financial Studies, vol. 22(6), pages 2361-2392, June.
    19. Yunzhi Hu & Felipe Varas, 2021. "A Theory of Zombie Lending," Journal of Finance, American Finance Association, vol. 76(4), pages 1813-1867, August.
    20. Hachenberg, B. & Schiereck, D., 2018. "Are green bonds priced differently from conventional bonds?," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 109709, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    21. 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.
    22. Roychowdhury, Sugata, 2006. "Earnings management through real activities manipulation," Journal of Accounting and Economics, Elsevier, vol. 42(3), pages 335-370, December.
    23. Chong, Terence Tai-Leung & Lu, Liping & Ongena, Steven, 2013. "Does banking competition alleviate or worsen credit constraints faced by small- and medium-sized enterprises? Evidence from China," Journal of Banking & Finance, Elsevier, vol. 37(9), pages 3412-3424.
    24. Jun Li & Di (Andrew) Wu, 2020. "Do Corporate Social Responsibility Engagements Lead to Real Environmental, Social, and Governance Impact?," Management Science, INFORMS, vol. 66(6), pages 2564-2588, June.
    25. repec:cup:jfinqa:v:46:y:2011:i:06:p:1795-1830_00 is not listed on IDEAS
    26. 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.
    27. Broadstock, David C. & Cheng, Louis T.W., 2019. "Time-varying relation between black and green bond price benchmarks: Macroeconomic determinants for the first decade," Finance Research Letters, Elsevier, vol. 29(C), pages 17-22.
    28. Ertugrul, Mine & Lei, Jin & Qiu, Jiaping & Wan, Chi, 2017. "Annual Report Readability, Tone Ambiguity, and the Cost of Borrowing," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(2), pages 811-836, April.
    29. Jimenez, Gabriel & Saurina, Jesus, 2004. "Collateral, type of lender and relationship banking as determinants of credit risk," Journal of Banking & Finance, Elsevier, vol. 28(9), pages 2191-2212, September.
    30. Nelson, Charles R & Siegel, Andrew F, 1987. "Parsimonious Modeling of Yield Curves," The Journal of Business, University of Chicago Press, vol. 60(4), pages 473-489, October.
    31. Wang, Jiazhen & Chen, Xin & Li, Xiaoxia & Yu, Jing & Zhong, Rui, 2020. "The market reaction to green bond issuance: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 60(C).
    32. Carvalho, Daniel & Gao, Janet & Ma, Pengfei, 2023. "Loan spreads and credit cycles: The role of lenders’ personal economic experiences," Journal of Financial Economics, Elsevier, vol. 148(2), pages 118-149.
    33. Olivier David Zerbib, 2019. "The effect of pro-environmental preferences on bond prices: Evidence from green bonds," Post-Print halshs-02008641, HAL.
    34. Febi, Wulandari & Schäfer, Dorothea & Stephan, Andreas & Sun, Chen, 2018. "The impact of liquidity risk on the yield spread of green bonds," Finance Research Letters, Elsevier, vol. 27(C), pages 53-59.
    35. Zerbib, Olivier David, 2019. "The effect of pro-environmental preferences on bond prices: Evidence from green bonds," Journal of Banking & Finance, Elsevier, vol. 98(C), pages 39-60.
    36. Huang, Guihai & Song, Frank M., 2006. "The determinants of capital structure: Evidence from China," China Economic Review, Elsevier, vol. 17(1), pages 14-36.
    37. 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).
    38. Koziol, Christian & Proelss, Juliane & Roßmann, Philipp & Schweizer, Denis, 2022. "The price of being green," Finance Research Letters, Elsevier, vol. 50(C).
    39. Fatica, Serena & Panzica, Roberto & Rancan, Michela, 2021. "The pricing of green bonds: Are financial institutions special?," Journal of Financial Stability, Elsevier, vol. 54(C).
    40. Tang, Dragon Yongjun & Zhang, Yupu, 2020. "Do shareholders benefit from green bonds?," Journal of Corporate Finance, Elsevier, vol. 61(C).
    41. Javadi, Siamak & Masum, Abdullah-Al, 2021. "The impact of climate change on the cost of bank loans," Journal of Corporate Finance, Elsevier, vol. 69(C).
    42. Mensi, Walid & Shafiullah, Muhammad & Vo, Xuan Vinh & Kang, Sang Hoon, 2022. "Spillovers and connectedness between green bond and stock markets in bearish and bullish market scenarios," Finance Research Letters, Elsevier, vol. 49(C).
    43. Roberts, Michael R. & Sufi, Amir, 2009. "Renegotiation of financial contracts: Evidence from private credit agreements," Journal of Financial Economics, Elsevier, vol. 93(2), pages 159-184, August.
    44. Sudheer Chava, 2014. "Environmental Externalities and Cost of Capital," Management Science, INFORMS, vol. 60(9), pages 2223-2247, September.
    45. Cao, Xiao & Jin, Cheng & Ma, Wenjie, 2021. "Motivation of Chinese commercial banks to issue green bonds: Financing costs or regulatory arbitrage?," China Economic Review, Elsevier, vol. 66(C).
    46. 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.
    47. Ding, Xin & Ren, Yajing & Tan, Wenhao & Wu, Haomin, 2023. "Does carbon emission of firms matter for Bank loans decision? Evidence from China," International Review of Financial Analysis, Elsevier, vol. 86(C).
    48. Yue Wu & Kaifu Zhang & Jinhong Xie, 2020. "Bad Greenwashing, Good Greenwashing: Corporate Social Responsibility and Information Transparency," Management Science, INFORMS, vol. 66(7), pages 3095-3112, July.
    49. Ghouma, Hatem & Ben-Nasr, Hamdi & Yan, Ruiqian, 2018. "Corporate governance and cost of debt financing: Empirical evidence from Canada," The Quarterly Review of Economics and Finance, Elsevier, vol. 67(C), pages 138-148.
    50. Lin, Boqiang & Su, Tong, 2022. "Green bond vs conventional bond: Outline the rationale behind issuance choices in China," International Review of Financial Analysis, Elsevier, vol. 81(C).
    51. Juan Piñeiro-Chousa & M.Ángeles López-Cabarcos & Jérôme Caby & Aleksandar Šević, 2021. "The influence of investor sentiment on the green bond market," Post-Print hal-02960892, HAL.
    52. Diamond, Douglas W., 1993. "Seniority and maturity of debt contracts," Journal of Financial Economics, Elsevier, vol. 33(3), pages 341-368, June.
    53. Bailey, Warren & Huang, Wei & Yang, Zhishu, 2011. "Bank Loans with Chinese Characteristics: Some Evidence on Inside Debt in a State-Controlled Banking System," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(6), pages 1795-1830, December.
    54. Goss, Allen & Roberts, Gordon S., 2011. "The impact of corporate social responsibility on the cost of bank loans," Journal of Banking & Finance, Elsevier, vol. 35(7), pages 1794-1810, July.
    55. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    56. Md. Feroz Khan & Md. Sumon Ali & Md. Naiem Hossain & Mithun Bairagi, 2023. "Determinants of non-performing loans in conventional and Islamic banks: Emerging market evidence," Modern Finance, Modern Finance Institute, vol. 1(1), pages 56-69.
    57. Jiang, Fuxiu & Jiang, Zhan & Kim, Kenneth A., 2020. "Capital markets, financial institutions, and corporate finance in China," Journal of Corporate Finance, Elsevier, vol. 63(C).
    58. Griffin, Paul A. & Neururer, Thaddeus & Sun, Estelle Y., 2020. "Environmental performance and analyst information processing costs," Journal of Corporate Finance, Elsevier, vol. 61(C).
    59. Fuxiu Jiang & Kenneth A Kim, 2020. "Corporate Governance in China: A Survey [The role of boards of directors in corporate governance: a conceptual framework and survey]," Review of Finance, European Finance Association, vol. 24(4), pages 733-772.
    60. Britta Hachenberg & Dirk Schiereck, 2018. "Are green bonds priced differently from conventional bonds?," Journal of Asset Management, Palgrave Macmillan, vol. 19(6), pages 371-383, October.
    61. Peter Lau & Angela Sze & Wilson Wan & Alfred Wong, 2022. "The Economics of the Greenium: How Much is the World Willing to Pay to Save the Earth?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 81(2), pages 379-408, February.
    62. Ioannidou, Vasso & Pavanini, Nicola & Peng, Yushi, 2022. "Collateral and asymmetric information in lending markets," Journal of Financial Economics, Elsevier, vol. 144(1), pages 93-121.
    63. Zhang, Ran & Li, Yanru & Liu, Yingzhu, 2021. "Green bond issuance and corporate cost of capital," Pacific-Basin Finance Journal, Elsevier, vol. 69(C).
    64. Jie Gan & Yan Guo & Chenggang Xu, 2018. "Decentralized Privatization and Change of Control Rights in China," The Review of Financial Studies, Society for Financial Studies, vol. 31(10), pages 3854-3894.
    65. Chang, Lei & Taghizadeh-Hesary, Farhad & Chen, Huangen & Mohsin, Muhammad, 2022. "Do green bonds have environmental benefits?," Energy Economics, Elsevier, vol. 115(C).
    66. Bhutta, Umair Saeed & Tariq, Adeel & Farrukh, Muhammad & Raza, Ali & Iqbal, Muhammad Khalid, 2022. "Green bonds for sustainable development: Review of literature on development and impact of green bonds," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
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    More about this item

    Keywords

    Credit spread; Green bonds; Bank loans; Corporate financing constraints; Information asymmetry; Greenwashing;
    All these keywords.

    JEL classification:

    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

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