IDEAS home Printed from https://ideas.repec.org/a/eee/eneeco/v111y2022ics0140988322002328.html
   My bibliography  Save this article

Does green bond issuance have an impact on climate risk concerns?

Author

Listed:
  • Wang, Chih-Wei
  • Wu, Yu-Ching
  • Hsieh, Hsin-Yi
  • Huang, Po-Hsiang
  • Lin, Meng-Chieh

Abstract

This paper examines the effect of green bond issuance on firms' climate risk concerns from 2011 to 2020. First, we propose four ratios of climate risk concerns, which are transition risks, acute physical risks, chronic physical risks, and climate-related opportunities by using text mining techniques. Second, we find that the climate risk concerns increase for most firms after the issuance of green bonds. Finally, to eliminate the endogeneity, we adopt propensity score matching (PSM) and difference-in-difference (DID) analysis to indicate that after the issuance of green bonds, firms pay more attention to climate risks. Our results provide insights and implications for policy makers and regulators.

Suggested Citation

  • Wang, Chih-Wei & Wu, Yu-Ching & Hsieh, Hsin-Yi & Huang, Po-Hsiang & Lin, Meng-Chieh, 2022. "Does green bond issuance have an impact on climate risk concerns?," Energy Economics, Elsevier, vol. 111(C).
    • Handle: RePEc:eee:eneeco:v:111:y:2022:i:c:s0140988322002328
    DOI: 10.1016/j.eneco.2022.106066
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0140988322002328
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.eneco.2022.106066?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Kahn, Matthew E. & Mohaddes, Kamiar & Ng, Ryan N.C. & Pesaran, M. Hashem & Raissi, Mehdi & Yang, Jui-Chung, 2021. "Long-term macroeconomic effects of climate change: A cross-country analysis," Energy Economics, Elsevier, vol. 104(C).
    2. Lee, Chien-Chiang & Wang, Chih-Wei, 2021. "Firms' cash reserve, financial constraint, and geopolitical risk," Pacific-Basin Finance Journal, Elsevier, vol. 65(C).
    3. Johannes Stroebel & Jeffrey Wurgler, 2021. "What Do You Think about Climate Finance?," CESifo Working Paper Series 9350, CESifo.
    4. Roncoroni, Alan & Battiston, Stefano & Escobar-Farfán, Luis O.L. & Martinez-Jaramillo, Serafin, 2021. "Climate risk and financial stability in the network of banks and investment funds," Journal of Financial Stability, Elsevier, vol. 54(C).
    5. Fankhauser, Samuel & S.J. Tol, Richard, 2005. "On climate change and economic growth," Resource and Energy Economics, Elsevier, vol. 27(1), pages 1-17, January.
    6. Marshall Burke & Solomon M. Hsiang & Edward Miguel, 2015. "Global non-linear effect of temperature on economic production," Nature, Nature, vol. 527(7577), pages 235-239, November.
    7. Cohen, Mark A. & Vandenbergh, Michael P., 2012. "The potential role of carbon labeling in a green economy," Energy Economics, Elsevier, vol. 34(S1), pages 53-63.
    8. Fard, Amirhossein & Javadi, Siamak & Kim, Incheol, 2020. "Environmental regulation and the cost of bank loans: International evidence," Journal of Financial Stability, Elsevier, vol. 51(C).
    9. Dafermos, Yannis & Nikolaidi, Maria & Galanis, Giorgos, 2018. "Climate Change, Financial Stability and Monetary Policy," Ecological Economics, Elsevier, vol. 152(C), pages 219-234.
    10. Fatica, Serena & Panzica, Roberto & Rancan, Michela, 2021. "The pricing of green bonds: Are financial institutions special?," Journal of Financial Stability, Elsevier, vol. 54(C).
    11. Tang, Dragon Yongjun & Zhang, Yupu, 2020. "Do shareholders benefit from green bonds?," Journal of Corporate Finance, Elsevier, vol. 61(C).
    12. Flammer, Caroline, 2021. "Corporate green bonds," Journal of Financial Economics, Elsevier, vol. 142(2), pages 499-516.
    13. 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).
    14. Bose, Sudipta & Minnick, Kristina & Shams, Syed, 2021. "Does carbon risk matter for corporate acquisition decisions?," Journal of Corporate Finance, Elsevier, vol. 70(C).
    15. Nguyen, Justin Hung & Phan, Hieu V., 2020. "Carbon risk and corporate capital structure," Journal of Corporate Finance, Elsevier, vol. 64(C).
    16. Anna Kovner & Josh Lerner, 2015. "Doing Well by Doing Good? Community Development Venture Capital," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 24(3), pages 643-663, September.
    17. Reboredo, Juan C. & Ugolini, Andrea, 2020. "Price connectedness between green bond and financial markets," Economic Modelling, Elsevier, vol. 88(C), pages 25-38.
    18. Juhyun Jung & Kathleen Herbohn & Peter Clarkson, 2018. "Carbon Risk, Carbon Risk Awareness and the Cost of Debt Financing," Journal of Business Ethics, Springer, vol. 150(4), pages 1151-1171, July.
    19. Yao, Shouyu & Pan, Yuying & Sensoy, Ahmet & Uddin, Gazi Salah & Cheng, Feiyang, 2021. "Green credit policy and firm performance: What we learn from China," Energy Economics, Elsevier, vol. 101(C).
    20. Eftichios S. Sartzetakis, 2021. "Green bonds as an instrument to finance low carbon transition," Economic Change and Restructuring, Springer, vol. 54(3), pages 755-779, August.
    21. Sudheer Chava, 2014. "Environmental Externalities and Cost of Capital," Management Science, INFORMS, vol. 60(9), pages 2223-2247, September.
    22. Rezai, Armon & Taylor, Lance & Foley, Duncan, 2018. "Economic Growth, Income Distribution, and Climate Change," Ecological Economics, Elsevier, vol. 146(C), pages 164-172.
    23. Rui Albuquerque & Yrjö Koskinen & Chendi Zhang, 2019. "Corporate Social Responsibility and Firm Risk: Theory and Empirical Evidence," Management Science, INFORMS, vol. 65(10), pages 4451-4469, October.
    24. Bernstein, Asaf & Gustafson, Matthew T. & Lewis, Ryan, 2019. "Disaster on the horizon: The price effect of sea level rise," Journal of Financial Economics, Elsevier, vol. 134(2), pages 253-272.
    25. Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2009. "Temperature and Income: Reconciling New Cross-Sectional and Panel Estimates," American Economic Review, American Economic Association, vol. 99(2), pages 198-204, May.
    26. Mats Andersson & Patrick Bolton & Frédéric Samama, 2016. "Governance and Climate Change: A Success Story in Mobilizing Investor Support for Corporate Responses to Climate Change," Journal of Applied Corporate Finance, Morgan Stanley, vol. 28(2), pages 29-33, June.
    27. Painter, Marcus, 2020. "An inconvenient cost: The effects of climate change on municipal bonds," Journal of Financial Economics, Elsevier, vol. 135(2), pages 468-482.
    28. Lee, Chi-Chuan & Lee, Chien-Chiang, 2022. "How does green finance affect green total factor productivity? Evidence from China," Energy Economics, Elsevier, vol. 107(C).
    29. Huynh, Thanh D. & Nguyen, Thu Ha & Truong, Cameron, 2020. "Climate risk: The price of drought," Journal of Corporate Finance, Elsevier, vol. 65(C).
    30. Serena Fatica & Roberto Panzica, 2021. "Green bonds as a tool against climate change?," Business Strategy and the Environment, Wiley Blackwell, vol. 30(5), pages 2688-2701, July.
    31. Lee, Chien-Chiang & Wang, Chih-Wei & Ho, Shan-Ju & Wu, Ting-Pin, 2021. "The impact of natural disaster on energy consumption: International evidence," Energy Economics, Elsevier, vol. 97(C).
    32. Saurabh Mishra & Sachin Modi, 2013. "Positive and Negative Corporate Social Responsibility, Financial Leverage, and Idiosyncratic Risk," Journal of Business Ethics, Springer, vol. 117(2), pages 431-448, October.
    33. Syed Tauseef Hassan & Enjun Xia & Chien-Chiang Lee, 2021. "Mitigation pathways impact of climate change and improving sustainable development: The roles of natural resources, income, and CO2 emission," Energy & Environment, , vol. 32(2), pages 338-363, March.
    34. Henry He Huang & Joseph Kerstein & Chong Wang, 2018. "The impact of climate risk on firm performance and financing choices: An international comparison," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 49(5), pages 633-656, July.
    35. Lee, Chi-Chuan & Lee, Chien-Chiang & Li, Yong-Yi, 2021. "Oil price shocks, geopolitical risks, and green bond market dynamics," The North American Journal of Economics and Finance, Elsevier, vol. 55(C).
    36. Huynh, Thanh D. & Xia, Ying, 2021. "Climate Change News Risk and Corporate Bond Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 56(6), pages 1985-2009, September.
    37. Hu, Guoqiang & Wang, Xiaoqi & Wang, Yu, 2021. "Can the green credit policy stimulate green innovation in heavily polluting enterprises? Evidence from a quasi-natural experiment in China," Energy Economics, Elsevier, vol. 98(C).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Mohammed, Kamel Si & Serret, Vanessa & Urom, Christian, 2024. "The effect of green bonds on climate risk amid economic and environmental policy uncertainties," Finance Research Letters, Elsevier, vol. 62(PA).
    2. Ghafoor, Abdul & Šeho, Mirzet & Sifat, Imtiaz, 2023. "Co-opted board and firm climate change risk," Finance Research Letters, Elsevier, vol. 52(C).
    3. Dong, Xiaotian & Wang, Kai-Hua & Tao, Ran & Sorana, Vătavu & Moldovan, Nicoleta-Claudia, 2024. "Is there a relationship between climate policy uncertainty and green finance? Evidence from bootstrap rolling window test," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 277-289.
    4. Lee, Chien-Chiang & Wang, Chih-Wei & Thinh, Bui Tien, 2023. "Green development, climate risks, and cash flow: International evidence," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
    5. Ren, Xiaohang & Li, Jingyao & He, Feng & Lucey, Brian, 2023. "Impact of climate policy uncertainty on traditional energy and green markets: Evidence from time-varying granger tests," Renewable and Sustainable Energy Reviews, Elsevier, vol. 173(C).
    6. Chishti, Muhammad Zubair & Sinha, Avik & Zaman, Umer & Shahzad, Umer, 2023. "Exploring the dynamic connectedness among energy transition and its drivers: Understanding the moderating role of global geopolitical risk," Energy Economics, Elsevier, vol. 119(C).
    7. Zhang, Yuyao & Li, Yinuo & Chen, Xingyu, 2024. "Does green bond issuance affect stock price crash risk? Evidence from China," Finance Research Letters, Elsevier, vol. 60(C).
    8. Dong, Hanmin & Zhang, Lin & Zheng, Huanhuan, 2024. "Green bonds: Fueling green innovation or just a fad?," Energy Economics, Elsevier, vol. 135(C).
    9. Wang, Kai-Hua & Wen, Cui-Ping & Liu, Hong-Wen & Liu, Lu, 2023. "Promotion or hindrance? Exploring the bidirectional causality between geopolitical risk and green bonds from an energy perspective," Resources Policy, Elsevier, vol. 85(PB).
    10. Sinha, Avik & Tiwari, Sunil & Saha, Tanaya, 2024. "Modeling the behavior of renewable energy market: Understanding the moderation of climate risk factors," Energy Economics, Elsevier, vol. 130(C).
    11. Li, Yanxi & Yu, Conghui & Shi, Jinyan & Liu, Yuanyuan, 2023. "How does green bond issuance affect total factor productivity? Evidence from Chinese listed enterprises," Energy Economics, Elsevier, vol. 123(C).
    12. He, Feng & Duan, Lin & Cao, Yi & Wen, Shuyang, 2024. "Green credit policy and corporate climate risk exposure," Energy Economics, Elsevier, vol. 133(C).
    13. Tang, Ying & Wang, Biliang & Pan, Ningning & Li, Zhiyong, 2023. "The impact of environmental information disclosure on the cost of green bond: Evidence from China," Energy Economics, Elsevier, vol. 126(C).
    14. Dai, Zhifeng & Zhang, Xiaotong, 2023. "Climate policy uncertainty and risks taken by the bank: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 87(C).
    15. Xu, Xin & An, Haizhong & Huang, Shupei & Jia, Nanfei & Qi, Yajie, 2024. "Measurement of daily climate physical risks and climate transition risks faced by China's energy sector stocks," International Review of Economics & Finance, Elsevier, vol. 93(PB), pages 625-640.
    16. Liu, Hao & Lin, Chuyin, 2023. "Climate change news risk and corporate bond returns in China," Finance Research Letters, Elsevier, vol. 58(PC).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Lee, Chien-Chiang & Wang, Chih-Wei & Thinh, Bui Tien & Xu, Zhi-Ting, 2022. "Climate risk and bank liquidity creation: International evidence," International Review of Financial Analysis, Elsevier, vol. 82(C).
    2. Lee, Chien-Chiang & Wang, Chih-Wei & Thinh, Bui Tien, 2023. "Green development, climate risks, and cash flow: International evidence," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
    3. Siamak Javadi & Abdullah‐Al Masum & Mohsen Aram & Ramesh P. Rao, 2023. "Climate change and corporate cash holdings: Global evidence," Financial Management, Financial Management Association International, vol. 52(2), pages 253-295, June.
    4. Saibal Ghosh, 2024. "Do bankers on board fulfill their role? Corporate social responsibility, environmental concerns and firm leverage," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 31(4), pages 3297-3311, July.
    5. Mbanyele, William & Muchenje, Linda Tinofirei, 2022. "Climate change exposure, risk management and corporate social responsibility: Cross-country evidence," Journal of Multinational Financial Management, Elsevier, vol. 66(C).
    6. Lee Seltzer & Laura Starks & Qifei Zhu, 2022. "Climate Regulatory Risks and Corporate Bonds," Staff Reports 1014, Federal Reserve Bank of New York.
    7. Ghosh, Saibal, 2023. "Does climate legislation matter for bank lending? Evidence from MENA countries," Ecological Economics, Elsevier, vol. 212(C).
    8. Agoraki, Konstantina K. & Giaka, Maria & Konstantios, Dimitrios & Negkakis, Ioannis, 2024. "The relationship between firm-level climate change exposure, financial integration, cost of capital and investment efficiency," Journal of International Money and Finance, Elsevier, vol. 141(C).
    9. Hossain, Ashrafee T. & Masum, Abdullah-Al, 2022. "Does corporate social responsibility help mitigate firm-level climate change risk?," Finance Research Letters, Elsevier, vol. 47(PB).
    10. Shabir, Mohsin & Jiang, Ping & Shahab, Yasir & Wang, Wenhao & Işık, Özcan & Mehroush, Iqra, 2024. "Diversification and bank stability: Role of political instability and climate risk," International Review of Economics & Finance, Elsevier, vol. 89(PB), pages 63-92.
    11. Liu, Min, 2022. "The driving forces of green bond market volatility and the response of the market to the COVID-19 pandemic," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 288-309.
    12. Peng, Wei & Xiong, Langyu, 2022. "Managing financing costs and fostering green transition: The role of green financial policy in China," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 820-836.
    13. Bakkar, Yassine, 2023. "Climate Risk and Bank Capital Structure," QBS Working Paper Series 2023/04, Queen's University Belfast, Queen's Business School.
    14. Gong, Xu & Fu, Chengbo & Huang, Qiping & Lin, Meimei, 2022. "International political uncertainty and climate risk in the stock market," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 81(C).
    15. Lee, Chien-Chiang & Wang, Chih-Wei & Thinh, Bui Tien & Purnama, Muhammad Yusuf Indra & Sharma, Susan Sunila, 2024. "Corporate leverage and leverage speed of adjustment: Does environmental policy stringency matter?," Pacific-Basin Finance Journal, Elsevier, vol. 85(C).
    16. Liu, Zhonglu & He, Shuguang & Men, Wenjiao & Sun, Haibo, 2024. "Impact of climate risk on financial stability: Cross-country evidence," International Review of Financial Analysis, Elsevier, vol. 92(C).
    17. Ongsakul, Viput & Papangkorn, Suwongrat & Jiraporn, Pornsit, 2023. "Estimating the effect of climate change exposure on firm value using climate policy uncertainty: A text-based approach," Journal of Behavioral and Experimental Finance, Elsevier, vol. 40(C).
    18. Chang, Yuyuan & He, Wen & Mi, Lin, 2024. "Climate risk and payout flexibility around the world," Journal of Banking & Finance, Elsevier, vol. 166(C).
    19. Mbanyele, William & Huang, Hongyun & Muchenje, Linda T. & Zhao, Jun, 2024. "How does climate regulatory risk influence labor employment decisions? Evidence from a quasi-natural experiment," China Economic Review, Elsevier, vol. 87(C).
    20. Getaneh Mihret Ayele & Fentaw Leykun Fisseha, 2024. "Does climate change affect the financial stability of Sub-Saharan African countries?," Climatic Change, Springer, vol. 177(10), pages 1-22, October.

    More about this item

    Keywords

    Transition risks; Acute physical risks; Chronic physical risks; Climate-related opportunities; Green bond issuance;
    All these keywords.

    JEL classification:

    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming
    • G33 - Financial Economics - - Corporate Finance and Governance - - - Bankruptcy; Liquidation

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:eneeco:v:111:y:2022:i:c:s0140988322002328. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/eneco .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.