Abstract
In the context of green bonds playing an increasingly vital role in the green financial market, this study selects 61 green bonds issued in China from 2016 to 2021 as samples to examine the factors influencing green bond credit, including financial information and ratings of issuers, green certification, and government subsidies. First and foremost, based on AHP and entropy method, the financial composite index is constructed to evaluate the issuers’ finance. Additionally, the differences in the cost of green bonds issued by state-owned enterprises (SOEs) and semi-enterprises are explored by adding the property rights variable. Empirical results indicate that the issuer’s rating could significantly affect the credit spread. In addition, the green bond credit spreads of SOEs are more competitive than those of semi-enterprises. When the issuer is a SOE, green bond credit spread has a remarkable negative correlation with finance information. Furthermore, green certification and government grants are not the main factors. Finally, the green bond market, crucial to controlling the green financial system, is presented with specific recommendations for its growth in this study.
Similar content being viewed by others
Data availability
The questionnaire questions can be provided on request to the lead author - zengshouzhen@nbu.edu.cn.
References
Beaver, W. H. (1966). Financial ratios as predictors of failure. Journal of Accounting Research, 4, 71–111.
Baldacci, B., & Possamaï, D. (2022). Governmental incentives for green bonds investment. Mathematics and Financial Economics, 16, 593–658.
Bhojraj, S., & Sengupta, P. (2003). Effect of corporate governance on bond ratings and yields: The role of institutional investors and outside directors. The Journal of Business, 76(3), 455–475.
Brandt, L., & Li, H. (2003). Bank discrimination in transition economies: Ideology, information, or incentives? Journal of Comparative Economics, 31(3), 387–413.
Bronzini, R., & Piselli, P. (2016). The impact of R&D subsidies on firm innovation. Research Policy, 45(2), 442–457.
Bushman, R. M., & Smith, A. J. (2003). Transparency, financial accounting information, and corporate governance. Economic Policy Review, 9(4), 65–87.
Campiglio, E., Dafermos, Y., Monnin, P., Ryan-Collins, J., Schotten, G., & Tanaka, M. (2018). Climate change challenges for central banks and financial regulators. Nature Climate Change, 8(6), 462–468.
Ehlers, T., & Packer, F. (2016). Green Bonds – certification, shades of green and environmental risks. Retrieved from http://unepinquiry.org/wp-content/uploads/2016/09/12_Green_Bonds_Certification_Shades_of_Green_and_Environmental_Risks.pdf
Ehlers, T., & Packer, F. (2017). Green bond finance and certification. BIS Quarterly Review, 89.
Farnsworth, H., & Li, T. (2007). The dynamics of credit spreads and ratings migrations. Journal of Financial and Quantitative Analysis, 42(3), 595–620.
Flammer, C. (2020). Green bonds: Effectiveness and implications for public policy. Environmental and Energy Policy and the Economy, 1(1), 95–128.
Flammer, C. (2021). Corporate green bonds. Journal of Financial Economics, 142(2), 499–516.
Gao, X. Y., & Ji, W. P. (2018). Issuer characteristics and issuance credit spread of green bonds. Finance and Economics Science, 11, 26–36.
Hong, Y. R. (2022). Discussion on the development pattern of green bonds in the context of carbon peaking and carbon neutrality. Legal Science (journal of Northwestern University of Political Science and Law), 40(2), 123–137.
Horrigan, J. O. (1966). The determination of long-term credit standing with financial ratios. Journal of Accounting Research, 44–62.
Howell, S. T. (2017). Financing innovation: Evidence from R&D grants. American Economic Review, 107(4), 1136–1164.
Jensen, M. C., & Mecking, W. H. (1976). Theory of the Firm: Managerial Behavior, Agency Costs and Ownership Structure. Journal of Financial Economics, 3(4), 305–360.
Jin, J. Y., & Han, L. Y. (2016). Development trend and risk characteristics of international green bonds. International Finance Research, 11, 36–44.
Jones, R., Baker, T., Huet, K., Murphy, L., & Lewis, N. (2020). Treating ecological deficit with debt: The practical and political concerns with green bonds. Geoforum, 114, 49–58.
Lambert, R., Leuz, C., & Verrecchia, R. E. (2007). Accounting information, disclosure, and the cost of capital. Journal of Accounting Research, 45(2), 385–420.
Lev, B., & Thiagarajan, S. R. (1993). Fundamental information analysis. Journal of Accounting Research, 31(2), 190–215.
Li, D. D. (2022). Research on the impact of government R&D subsidies on firms’ innovation performance based on the perspective of firm scale and property rights heterogeneity. Journal of Economics, 9(1), 141–161.
Liu, T. B., Wang, T., & Xu, S. T. (2017). Research on the pricing mechanism of local government bonds in China-A perspective of factors influencing issuance interest rates. Research on Finance and Economics, 12, 76–82.
Liu, X. J., Li, P., & Wen, F. F. (2013). Research on financial evaluation of enterprises based on hierarchical analysis and fuzzy comprehensive evaluation method. Finance and Accounting Newsletter, 11, 34–36.
Roychowdhury, S., Shroff, N., & Verdi, R. S. (2019). The effects of financial reporting and disclosure on corporate investment: A review. Journal of Accounting and Economics, 68(2–3), 101246.
Saaty, T. L. (1990). How to make a decision: The analytic hierarchy process. European Journal of Operational Research, 48(1), 9–26.
Sangiorgi, I., & Schopohl, L. (2021). Why do institutional investors buy green bonds: Evidence from a survey of European asset managers. International Review of Financial Analysis, 75, 101738.
Shishlov, I., Morel, R., & Cochran, I. (2016). Beyond transparency: Unlocking the full potential of green bonds. Institute for Climate Economics, 2016, 1–28.
Shleifer, A., & Vishny, R. W. (1994). Politicians and firms. The Quarterly Journal of Economics, 109(4), 995–1025.
Tzelepis, D., & Skuras, D. (2004). The effects of regional capital subsidies on firm performance: An empirical study. Journal of Small Business and Enterprise Development, 11(1), 121–129.
Wang, Y., & Cao, C. (2016). Status and prospects of third-party certification of green bonds in China. Environmental Protection, 44(19), 22–26.
Wen, H. T., & Ren, C. P. (2011). The improvement of a dimensionless method for enterprise performance evaluation index. Economic Issues, 6, 61–65.
Wu, Y., Gaunt, C., & Gray, S. (2010). A comparison of alternative bankruptcy prediction models. Journal of Contemporary Accounting & Economics, 6(1), 34–45.
Yang, X. Y., & Shi, B. F. (2020). Factors influencing the pricing of green bond issuance. Financial Forum, 25(1), 72–80.
Yu, F. (2005). Accounting transparency and the term structure of credit spread. Journal of Financial Economics, 75(1), 53–84.
Zhang, W., & Chen, Z. F. (2022). China’s green bond market protection system: Current situation, problems and policy suggestions. Southern Finance, 5, 70–78.
Acknowledgements
This work is supported by the Social Sciences Planning Projects of Zhejiang (21QNYC11ZD).
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Zeng, S., Hu, J., Gu, F. et al. Financial information, green certification, government subsidies and green bond credit spreads–evidence from China. Int Entrep Manag J 19, 321–341 (2023). https://doi.org/10.1007/s11365-022-00822-5
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11365-022-00822-5