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The Stock Performance of Green Bond Issuers During COVID-19 Pandemic: The Case of China

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  • Jiongye Jin

    (Wenzhou-Kean University)

  • Jianing Zhang

    (Wenzhou-Kean University
    Wenzhou-Kean University)

Abstract

The green bond (GB) is a new financial product in the green finance field that has recently become a corporate social responsibility (CSR) tool for organizations. Previous studies show that high-CSR firms receive more trust from shareholders during a financial crisis. This paper aims to assess the stock performance of publicly listed Chinese companies that issued GBs during the COVID-19 pandemic. The bond sample covers 2016–2019 and consists of 67 listed issuers. The paper uses the event study method based on the market and Fama-French (1993) three-factor models. Our results show that GB issuers exhibited significantly positive cumulative abnormal stock returns on the official announcement dates of the COVID-19 outbreak. The positive cumulative abnormal returns are mainly driven by non-financial GB issuers rather than financial GB issuers. The results reflect the attitudes of investors toward GB-issuing companies primarily in the context of the crisis and contribute to the development of green finance policies.

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  • Jiongye Jin & Jianing Zhang, 2023. "The Stock Performance of Green Bond Issuers During COVID-19 Pandemic: The Case of China," Asia-Pacific Financial Markets, Springer;Japanese Association of Financial Economics and Engineering, vol. 30(1), pages 211-230, March.
    • Handle: RePEc:kap:apfinm:v:30:y:2023:i:1:d:10.1007_s10690-022-09386-4
    DOI: 10.1007/s10690-022-09386-4
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    1. 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.
    2. Sangiorgi, Ivan & Schopohl, Lisa, 2021. "Why do institutional investors buy green bonds: Evidence from a survey of European asset managers," International Review of Financial Analysis, Elsevier, vol. 75(C).
    3. 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.
    4. Vishaal Baulkaran, 2019. "Stock market reaction to green bond issuance," Journal of Asset Management, Palgrave Macmillan, vol. 20(5), pages 331-340, September.
    5. Stefano Ramelli & Alexander F Wagner, 2020. "Feverish Stock Price Reactions to COVID-19," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 9(3), pages 622-655.
    6. Heinkel, Robert & Kraus, Alan & Zechner, Josef, 2001. "The Effect of Green Investment on Corporate Behavior," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 36(4), pages 431-449, December.
    7. Tang, Dragon Yongjun & Zhang, Yupu, 2020. "Do shareholders benefit from green bonds?," Journal of Corporate Finance, Elsevier, vol. 61(C).
    8. Caroline Flammer, 2018. "Competing for government procurement contracts: The role of corporate social responsibility," Strategic Management Journal, Wiley Blackwell, vol. 39(5), pages 1299-1324, May.
    9. Al-Awadhi, Abdullah M. & Alsaifi, Khaled & Al-Awadhi, Ahmad & Alhammadi, Salah, 2020. "Death and contagious infectious diseases: Impact of the COVID-19 virus on stock market returns," Journal of Behavioral and Experimental Finance, Elsevier, vol. 27(C).
    10. Mumtaz, Muhammad Zubair & Yoshino, Naoyuki, 2021. "Greenness index: IPO performance and portfolio allocation," Research in International Business and Finance, Elsevier, vol. 57(C).
    11. Jin, Yi & Gao, Xiaoyan & Wang, Min, 2021. "The financing efficiency of listed energy conservation and environmental protection firms: Evidence and implications for green finance in China," Energy Policy, Elsevier, vol. 153(C).
    12. Zhang, Dayong & Hu, Min & Ji, Qiang, 2020. "Financial markets under the global pandemic of COVID-19," Finance Research Letters, Elsevier, vol. 36(C).
    13. Krüger, Philipp, 2015. "Corporate goodness and shareholder wealth," Journal of Financial Economics, Elsevier, vol. 115(2), pages 304-329.
    14. Pham, Linh, 2021. "Frequency connectedness and cross-quantile dependence between green bond and green equity markets," Energy Economics, Elsevier, vol. 98(C).
    15. Reboredo, Juan C. & Ugolini, Andrea, 2020. "Price connectedness between green bond and financial markets," Economic Modelling, Elsevier, vol. 88(C), pages 25-38.
    16. Fernando, Chitru S. & Sharfman, Mark P. & Uysal, Vahap B., 2017. "Corporate Environmental Policy and Shareholder Value: Following the Smart Money," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(5), pages 2023-2051, October.
    17. Huang, Shoujun & Liu, Hezhe, 2021. "Impact of COVID-19 on stock price crash risk: Evidence from Chinese energy firms," Energy Economics, Elsevier, vol. 101(C).
    18. 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.
    19. Nguyen, Thi Thu Ha & Naeem, Muhammad Abubakr & Balli, Faruk & Balli, Hatice Ozer & Vo, Xuan Vinh, 2021. "Time-frequency comovement among green bonds, stocks, commodities, clean energy, and conventional bonds," Finance Research Letters, Elsevier, vol. 40(C).
    20. Naeem, Muhammad Abubakr & Farid, Saqib & Ferrer, Román & Shahzad, Syed Jawad Hussain, 2021. "Comparative efficiency of green and conventional bonds pre- and during COVID-19: An asymmetric multifractal detrended fluctuation analysis," Energy Policy, Elsevier, vol. 153(C).
    21. Nils Engelhardt & Jens Ekkenga & Peter Posch, 2021. "ESG Ratings and Stock Performance during the COVID-19 Crisis," Sustainability, MDPI, vol. 13(13), pages 1-15, June.
    22. Reboredo, Juan C. & Ugolini, Andrea & Aiube, Fernando Antonio Lucena, 2020. "Network connectedness of green bonds and asset classes," Energy Economics, Elsevier, vol. 86(C).
    23. Engelhardt, Nils & Krause, Miguel & Neukirchen, Daniel & Posch, Peter N., 2021. "Trust and stock market volatility during the COVID-19 crisis," Finance Research Letters, Elsevier, vol. 38(C).
    24. El Ghoul, Sadok & Guedhami, Omrane & Kwok, Chuck C.Y. & Mishra, Dev R., 2011. "Does corporate social responsibility affect the cost of capital?," Journal of Banking & Finance, Elsevier, vol. 35(9), pages 2388-2406, September.
    25. Philipp Krueger & Zacharias Sautner & Laura T Starks, 2020. "The Importance of Climate Risks for Institutional Investors," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1067-1111.
    26. Sun, Yunchuan & Wu, Mengyuan & Zeng, Xiaoping & Peng, Zihan, 2021. "The impact of COVID-19 on the Chinese stock market: Sentimental or substantial?," Finance Research Letters, Elsevier, vol. 38(C).
    27. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    28. Martin Lebelle & Souad Lajili Jarjir & Syrine Sassi, 2020. "Corporate Green Bond Issuances: An International Evidence," JRFM, MDPI, vol. 13(2), pages 1-21, February.
    29. Farhad Taghizadeh-Hesary & Naoyuki Yoshino & Han Phoumin, 2021. "Analyzing the Characteristics of Green Bond Markets to Facilitate Green Finance in the Post-COVID-19 World," Sustainability, MDPI, vol. 13(10), pages 1-24, May.
    30. Rahman, Md Lutfur & Amin, Abu & Al Mamun, Mohammed Abdullah, 2021. "The COVID-19 outbreak and stock market reactions: Evidence from Australia," Finance Research Letters, Elsevier, vol. 38(C).
    31. Karl V. Lins & Henri Servaes & Ane Tamayo, 2017. "Social Capital, Trust, and Firm Performance: The Value of Corporate Social Responsibility during the Financial Crisis," Journal of Finance, American Finance Association, vol. 72(4), pages 1785-1824, August.
    32. Foerster, Stephen R. & Sapp, Stephen G., 2005. "Valuation of financial versus non-financial firms: a global perspective," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 15(1), pages 1-20, January.
    33. Erdem, Orhan, 2020. "Freedom and stock market performance during Covid-19 outbreak," Finance Research Letters, Elsevier, vol. 36(C).
    34. Hyun, Suk & Park, Donghyun & Tian, Shu, 2021. "Pricing of Green Labeling: A Comparison of Labeled and Unlabeled Green Bonds," Finance Research Letters, Elsevier, vol. 41(C).
    35. Kuo-Jung Lee & Su-Lien Lu, 2021. "The Impact of COVID-19 on the Stock Price of Socially Responsible Enterprises: An Empirical Study in Taiwan Stock Market," IJERPH, MDPI, vol. 18(4), pages 1-16, February.
    36. Narayan, Paresh Kumar & Phan, Dinh Hoang Bach & Liu, Guangqiang, 2021. "COVID-19 lockdowns, stimulus packages, travel bans, and stock returns," Finance Research Letters, Elsevier, vol. 38(C).
    37. 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).
    38. Xiaoguang Zhou & Yadi Cui, 2019. "Green Bonds, Corporate Performance, and Corporate Social Responsibility," Sustainability, MDPI, vol. 11(23), pages 1-27, December.
    39. Agliardi, Elettra & Agliardi, Rossella, 2021. "Pricing climate-related risks in the bond market," Journal of Financial Stability, Elsevier, vol. 54(C).
    40. Pham, Linh & Luu Duc Huynh, Toan, 2020. "How does investor attention influence the green bond market?," Finance Research Letters, Elsevier, vol. 35(C).
    41. Paranque, Bernard & Revelli, Christophe, 2019. "Ethico-economic analysis of impact finance: The case of Green Bonds," Research in International Business and Finance, Elsevier, vol. 47(C), pages 57-66.
    42. Ashraf, Badar Nadeem, 2020. "Stock markets’ reaction to COVID-19: Cases or fatalities?," Research in International Business and Finance, Elsevier, vol. 54(C).
    43. Souad Lajili Jarjir & Martin Lebelle & Syrine Sassi, 2020. "Corporate Green Bond Issuances: An International Evidence," Post-Print hal-03044129, HAL.
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