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The spillover effects of green bond issuance: a study based on Chinese firms’ stock price synchronicity

Author

Listed:
  • Rongnan Li

    (Sun Yat-sen University)

  • Zhongfei Li

    (Southern University of Science and Technology)

  • Kexin Hu

    (Sun Yat-sen University)

  • Kai Gan

    (Sun Yat-sen University)

Abstract

This study examines the impact of green bond issuance on stock price synchronicity among peer companies in the Chinese listed firms from 2013 to 2021. The findings reveal that the issuance of green bonds leads to a decrease in stock price synchronicity among peer companies, particularly within industries characterized by higher levels of competition. By employing machine learning techniques to identify green-innovation textual information in green bond prospectuses, we find that a higher proportion of green-innovation textual information, particularly company-specific and forward-looking information, strengthens the spillover effects of green bond issuance. Mechanism tests demonstrate that expanding investor information channels and improving information disclosure quality among peer companies are the main pathways through which green bond issuance generates spillover effects. In terms of economic consequences, we find that the spillover effects of green bond issuance contribute to reducing financing constraints among peer companies and enhancing environmental performance. This research focuses on analyzing the spillover effects of green bond issuance, contributing to the existing literature on green bonds and highlighting the significant role of green bond pilot programs in enhancing the overall efficiency of capital market resource allocation.

Suggested Citation

  • Rongnan Li & Zhongfei Li & Kexin Hu & Kai Gan, 2024. "The spillover effects of green bond issuance: a study based on Chinese firms’ stock price synchronicity," Economic Change and Restructuring, Springer, vol. 57(1), pages 1-41, February.
    • Handle: RePEc:kap:ecopln:v:57:y:2024:i:1:d:10.1007_s10644-024-09618-9
    DOI: 10.1007/s10644-024-09618-9
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    as
    1. Wurgler, Jeffrey, 2000. "Financial markets and the allocation of capital," Journal of Financial Economics, Elsevier, vol. 58(1-2), pages 187-214.
    2. Suk Hyun & Donghyun Park & Shu Tian, 2020. "The price of going green: the role of greenness in green bond markets," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(1), pages 73-95, March.
    3. Jin, Li & Myers, Stewart C., 2006. "R2 around the world: New theory and new tests," Journal of Financial Economics, Elsevier, vol. 79(2), pages 257-292, February.
    4. repec:bla:jfinan:v:59:y:2004:i:1:p:65-105 is not listed on IDEAS
    5. Admati, Anat R & Pfleiderer, Paul, 2000. "Forcing Firms to Talk: Financial Disclosure Regulation and Externalities," The Review of Financial Studies, Society for Financial Studies, vol. 13(3), pages 479-519.
    6. Dasgupta, Sudipto & Gan, Jie & Gao, Ning, 2010. "Transparency, Price Informativeness, and Stock Return Synchronicity: Theory and Evidence," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(5), pages 1189-1220, October.
    7. 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).
    8. 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.
    9. Ren, Penghan & Cheng, Zhonghua & Dai, Qingling, 2024. "Can green bond issuance promote enterprise green technological innovation?," The North American Journal of Economics and Finance, Elsevier, vol. 69(PA).
    10. Faccio, Mara & Morck, Randall & Deniz Yavuz, M., 2021. "Business groups and the incorporation of firm-specific shocks into stock prices," Journal of Financial Economics, Elsevier, vol. 139(3), pages 852-871.
    11. Li, Yi & Zhang, Wei, 2021. "Another game in town: Spillover effects of IPOs in China," Journal of Corporate Finance, Elsevier, vol. 67(C).
    12. Torsten Ehlers & Frank Packer, 2017. "Green bond finance and certification," BIS Quarterly Review, Bank for International Settlements, September.
    13. Dong Lou, 2014. "Attracting Investor Attention through Advertising," The Review of Financial Studies, Society for Financial Studies, vol. 27(6), pages 1797-1829.
    14. Christian Leuz & Peter D. Wysocki, 2016. "The Economics of Disclosure and Financial Reporting Regulation: Evidence and Suggestions for Future Research," Journal of Accounting Research, Wiley Blackwell, vol. 54(2), pages 525-622, May.
    15. Matray, Adrien, 2021. "The local innovation spillovers of listed firms," Journal of Financial Economics, Elsevier, vol. 141(2), pages 395-412.
    16. Healy, Paul M. & Palepu, Krishna G., 2001. "Information asymmetry, corporate disclosure, and the capital markets: A review of the empirical disclosure literature," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 405-440, September.
    17. Olivier David Zerbib, 2019. "The effect of pro-environmental preferences on bond prices: Evidence from green bonds," Post-Print halshs-02008641, HAL.
    18. Mark T. Leary & Michael R. Roberts, 2014. "Do Peer Firms Affect Corporate Financial Policy?," Journal of Finance, American Finance Association, vol. 69(1), pages 139-178, February.
    19. 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.
    20. Tang, Dragon Yongjun & Zhang, Yupu, 2020. "Do shareholders benefit from green bonds?," Journal of Corporate Finance, Elsevier, vol. 61(C).
    21. Bizjak, John & Lemmon, Michael & Nguyen, Thanh, 2011. "Are all CEOs above average? An empirical analysis of compensation peer groups and pay design," Journal of Financial Economics, Elsevier, vol. 100(3), pages 538-555, June.
    22. Stephen V. Brown & Xiaoli (Shaolee) Tian & Jennifer Wu Tucker, 2018. "The Spillover Effect of SEC Comment Letters on Qualitative Corporate Disclosure: Evidence from the Risk Factor Disclosure," Contemporary Accounting Research, John Wiley & Sons, vol. 35(2), pages 622-656, June.
    23. Shroff, Nemit & Verdi, Rodrigo S. & Yost, Benjamin P., 2017. "When does the peer information environment matter?," Journal of Accounting and Economics, Elsevier, vol. 64(2), pages 183-214.
    24. 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.
    25. Joseph E. Engelberg & Christopher A. Parsons, 2011. "The Causal Impact of Media in Financial Markets," Journal of Finance, American Finance Association, vol. 66(1), pages 67-97, February.
    26. Boubaker, Sabri & Mansali, Hatem & Rjiba, Hatem, 2014. "Large controlling shareholders and stock price synchronicity," Journal of Banking & Finance, Elsevier, vol. 40(C), pages 80-96.
    27. Xiwen Yin & Dingqing Wang & Jingjing Lu & Lei Liu, 2023. "Does green credit policy promote corporate green innovation? Evidence from China," Economic Change and Restructuring, Springer, vol. 56(5), pages 3187-3215, October.
    28. Guosong Wu, 2023. "Research on the spatial impact and coupling coordination of green finance on the ecological development of China’s economy," Economic Change and Restructuring, Springer, vol. 56(5), pages 3353-3381, October.
    29. Kim, Jinhwan & Valentine, Kristen, 2021. "The innovation consequences of mandatory patent disclosures," Journal of Accounting and Economics, Elsevier, vol. 71(2).
    30. Casey Dougal & Christopher A. Parsons & Sheridan Titman, 2015. "Urban Vibrancy and Corporate Growth," Journal of Finance, American Finance Association, vol. 70(1), pages 163-210, February.
    31. 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.
    32. Stephanie F. Cheng, 2021. "The Information Externality of Public Firms’ Financial Information in the State‐Bond Secondary Market," Journal of Accounting Research, Wiley Blackwell, vol. 59(2), pages 529-574, May.
    33. An, Heng & Zhang, Ting, 2013. "Stock price synchronicity, crash risk, and institutional investors," Journal of Corporate Finance, Elsevier, vol. 21(C), pages 1-15.
    34. 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.
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