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Green creates value: Evidence from China

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  • Jiang, Kangqi
  • Chen, Zhongfei
  • Chen, Fanglin

Abstract

This study explores whether and how the issuance of green bonds affects firm value in China from January 2015 to September 2020. Based on a multiperiod difference-in-differences model, we observe that firm value increases with the issuance of green bonds, but this positive effect is unsustainable and weakens gradually. The heterogeneity analysis suggests that the expected positive effect of green bond issuance on firm value is highly evident in non-state-owned firms, small firms, firms in green finance pilot zones, and firms in the eastern region. Moreover, we explore the mechanism in terms of financing condition, government support, and green investment and find that the financing condition, tax burden, and government subsidy of firms improve following the issuance of green bonds. However, green investments erode firm profits, which may lead to the unsustainability of the driving effect of green bond issuance on firm value. Further analysis reveals that when the volume of the green bonds issued by firms increases by one standard deviation, firm value increases by 0.032 units on average.

Suggested Citation

  • Jiang, Kangqi & Chen, Zhongfei & Chen, Fanglin, 2022. "Green creates value: Evidence from China," Journal of Asian Economics, Elsevier, vol. 78(C).
  • Handle: RePEc:eee:asieco:v:78:y:2022:i:c:s1049007821001536
    DOI: 10.1016/j.asieco.2021.101425
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    as
    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. Adachi-Sato, Meg & Vithessonthi, Chaiporn, 2019. "Corporate debt maturity and future firm performance volatility," International Review of Economics & Finance, Elsevier, vol. 60(C), pages 216-237.
    3. Malcolm Baker & Daniel Bergstresser & George Serafeim & Jeffrey Wurgler, 2018. "Financing the Response to Climate Change: The Pricing and Ownership of U.S. Green Bonds," NBER Working Papers 25194, National Bureau of Economic Research, Inc.
    4. 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.
    5. Biddle, Gary C. & Hilary, Gilles & Verdi, Rodrigo S., 2009. "How does financial reporting quality relate to investment efficiency?," Journal of Accounting and Economics, Elsevier, vol. 48(2-3), pages 112-131, December.
    6. 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.
    7. 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.
    8. Vishaal Baulkaran, 2019. "Stock market reaction to green bond issuance," Journal of Asset Management, Palgrave Macmillan, vol. 20(5), pages 331-340, September.
    9. Gao, Yang & Li, Yangyang & Wang, Yaojun, 2021. "Risk spillover and network connectedness analysis of China’s green bond and financial markets: Evidence from financial events of 2015–2020," The North American Journal of Economics and Finance, Elsevier, vol. 57(C).
    10. Demir, FIrat, 2009. "Financial liberalization, private investment and portfolio choice: Financialization of real sectors in emerging markets," Journal of Development Economics, Elsevier, vol. 88(2), pages 314-324, March.
    11. Andreas Karpf & Antoine Mandel, 2018. "The changing value of the ‘green’ label on the US municipal bond market," Nature Climate Change, Nature, vol. 8(2), pages 161-165, February.
    12. Tang, Dragon Yongjun & Zhang, Yupu, 2020. "Do shareholders benefit from green bonds?," Journal of Corporate Finance, Elsevier, vol. 61(C).
    13. Flammer, Caroline, 2021. "Corporate green bonds," Journal of Financial Economics, Elsevier, vol. 142(2), pages 499-516.
    14. Ferrell, Allen & Liang, Hao & Renneboog, Luc, 2016. "Socially responsible firms," Journal of Financial Economics, Elsevier, vol. 122(3), pages 585-606.
    15. Heitor Almeida & Murillo Campello, 2007. "Financial Constraints, Asset Tangibility, and Corporate Investment," The Review of Financial Studies, Society for Financial Studies, vol. 20(5), pages 1429-1460, 2007 12.
    16. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    17. Thorsten Beck & Ross Levine & Alexey Levkov, 2010. "Big Bad Banks? The Winners and Losers from Bank Deregulation in the United States," Journal of Finance, American Finance Association, vol. 65(5), pages 1637-1667, October.
    18. Hadian, Azadeh & Adaoglu, Cahit, 2020. "The effects of financial and operational hedging on company value: The case of Malaysian multinationals," Journal of Asian Economics, Elsevier, vol. 70(C).
    19. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    20. Hua Wang & Wenhua Di, 2002. "The determinants of Government environmental performance - an empirical analysis of Chinese townships," Policy Research Working Paper Series 2937, The World Bank.
    21. Engelbert Stockhammer, 2004. "Financialisation and the slowdown of accumulation," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 28(5), pages 719-741, September.
    22. Brandt, Loren & Li, Hongbin, 2003. "Bank discrimination in transition economies: ideology, information, or incentives?," Journal of Comparative Economics, Elsevier, vol. 31(3), pages 387-413, September.
    23. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 1988. "Financing Constraints and Corporate Investment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(1), pages 141-206.
    24. Zhou, Mengling & Wang, Bing & Chen, Zhongfei, 2020. "Has the anti-corruption campaign decreased air pollution in China?," Energy Economics, Elsevier, vol. 91(C).
    25. Sudheer Chava, 2014. "Environmental Externalities and Cost of Capital," Management Science, INFORMS, vol. 60(9), pages 2223-2247, September.
    26. 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.
    27. Cull, Robert & Xu, Lixin Colin, 2003. "Who gets credit? The behavior of bureaucrats and state banks in allocating credit to Chinese state-owned enterprises," Journal of Development Economics, Elsevier, vol. 71(2), pages 533-559, August.
    28. Sebouh Aintablian & Patricia A. Mcgraw & Gordon S. Roberts, 2007. "Bank Monitoring and Environmental Risk," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 34(1‐2), pages 389-401, January.
    29. Sebouh Aintablian & Patricia A. Mcgraw & Gordon S. Roberts, 2007. "Bank Monitoring and Environmental Risk," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 34(1-2), pages 389-401.
    30. Tang, Le, 2021. "Investment dynamics and capital distortion: State and non-state firms in China," Journal of Asian Economics, Elsevier, vol. 73(C).
    31. Rajan, Raghuram G, 1992. "Insiders and Outsiders: The Choice between Informed and Arm's-Length Debt," Journal of Finance, American Finance Association, vol. 47(4), pages 1367-1400, September.
    32. Fisman, Raymond & Svensson, Jakob, 2007. "Are corruption and taxation really harmful to growth? Firm level evidence," Journal of Development Economics, Elsevier, vol. 83(1), pages 63-75, May.
    33. 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.
    34. Siti Nurhidayah Mohd Roslen & Lee Sin Yee & Salizatul Aizah Binti Ibrahim, 2017. "Green Bond and shareholders' wealth: a multi-country event study," International Journal of Globalisation and Small Business, Inderscience Enterprises Ltd, vol. 9(1), pages 61-69.
    35. Aivazian, Varouj & Gu, Xinhua & Qiu, Jiaping & Huang, Bihong, 2015. "Loan collateral, corporate investment, and business cycle," Journal of Banking & Finance, Elsevier, vol. 55(C), pages 380-392.
    36. Hirth, Stefan & Viswanatha, Marc, 2011. "Financing constraints, cash-flow risk, and corporate investment," Journal of Corporate Finance, Elsevier, vol. 17(5), pages 1496-1509.
    37. Torsten Ehlers & Frank Packer, 2017. "Green bond finance and certification," BIS Quarterly Review, Bank for International Settlements, September.
    38. Jiang, Jie & Hou, Jack & Wang, Cangyu & Liu, HaiYue, 2021. "COVID-19 impact on firm investment—Evidence from Chinese publicly listed firms," Journal of Asian Economics, Elsevier, vol. 75(C).
    39. 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).
    40. Abadie, Alberto & Diamond, Alexis & Hainmueller, Jens, 2010. "Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program," Journal of the American Statistical Association, American Statistical Association, vol. 105(490), pages 493-505.
    41. Kaustia, Markku & Rantala, Ville, 2015. "Social learning and corporate peer effects," Journal of Financial Economics, Elsevier, vol. 117(3), pages 653-669.
    42. João A. C. Santos & Andrew Winton, 2008. "Bank Loans, Bonds, and Information Monopolies across the Business Cycle," Journal of Finance, American Finance Association, vol. 63(3), pages 1315-1359, June.
    43. Ding, David K. & Ferreira, Christo & Wongchoti, Udomsak, 2016. "Does it pay to be different? Relative CSR and its impact on firm value," International Review of Financial Analysis, Elsevier, vol. 47(C), pages 86-98.
    44. Kadapakkam, Palani-Rajan & Kumar, P. C. & Riddick, Leigh A., 1998. "The impact of cash flows and firm size on investment: The international evidence," Journal of Banking & Finance, Elsevier, vol. 22(3), pages 293-320, March.
    45. Olivier David Zerbib, 2019. "The effect of pro-environmental preferences on bond prices: Evidence from green bonds," Post-Print halshs-02008641, HAL.
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    6. Zhongfei Chen & Yu Xiao & Kangqi Jiang, 2023. "Corporate green innovation and stock liquidity in China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(S1), pages 1381-1415, April.

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