IDEAS home Printed from https://ideas.repec.org/a/gam/jrisks/v10y2022i3p45-d755427.html
   My bibliography  Save this article

The Volatility of the “Green” Option-Adjusted Spread: Evidence before and during the Pandemic Period

Author

Listed:
  • Alessandra Ortolano

    (Department of Economic Studies, “G. d’Annunzio” Chieti-Pescara (Italy), 65127 Pescara, Italy)

  • Eugenia Nissi

    (Department of Economic Studies, “G. d’Annunzio” Chieti-Pescara (Italy), 65127 Pescara, Italy)

Abstract

The paper is an investigation on the impact of financial markets on the volatility of the green bonds credit risk component, measured by the option-adjusted spread/swap curve (OAS) before and during the pandemic period. To this purpose, after observing the dynamic joint correlations between all the variables, we adopt Exponential and Generalized AutoRegressive Conditional Heteroskedasticity models, putting the OAS as dependent variable. Our main results show that the conditional variance parameters are significant and persistent in both times, testifying the overall impact of the other markets on the OAS. In more detail, we highlight that the gamma in the two Exponential models is positive: so, the “green” credit risk volatility is more sensitive to positive shocks than to negative ones. With reference to the conditional mean, we note that if during the non-pandemic period only the stock market is significant, during the pandemic also conventional bonds and gold are impacting. To the best of our knowledge this is the first study that analyzes the specific credit risk component of the green bond yields: we deem our findings useful to observe the change of green bonds creditworthiness in a complex market context and interesting in terms of policy implications.

Suggested Citation

  • Alessandra Ortolano & Eugenia Nissi, 2022. "The Volatility of the “Green” Option-Adjusted Spread: Evidence before and during the Pandemic Period," Risks, MDPI, vol. 10(3), pages 1-13, February.
  • Handle: RePEc:gam:jrisks:v:10:y:2022:i:3:p:45-:d:755427
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2227-9091/10/3/45/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2227-9091/10/3/45/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Byström, Hans, 2021. "Credit Risk in a Pandemic," Working Papers 2021:1, Lund University, Department of Economics.
    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. Monk, Alexander & Perkins, Richard, 2020. "What explains the emergence and diffusion of green bonds?," Energy Policy, Elsevier, vol. 145(C).
    4. Eduardo A. Cavallo & Patricio Valenzuela, 2010. "The determinants of corporate risk in emerging markets: an option-adjusted spread analysis," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 15(1), pages 59-74.
    5. 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.
    6. Fang, Libing & Yu, Honghai & Li, Lei, 2017. "The effect of economic policy uncertainty on the long-term correlation between U.S. stock and bond markets," Economic Modelling, Elsevier, vol. 66(C), pages 139-145.
    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. Andersen, Torben M. & Bhattacharya, Joydeep & Liu, Pan, 2020. "Resolving intergenerational conflict over the environment under the Pareto criterion," Journal of Environmental Economics and Management, Elsevier, vol. 100(C).
    9. Huynh, Toan Luu Duc & Hille, Erik & Nasir, Muhammad Ali, 2020. "Diversification in the age of the 4th industrial revolution: The role of artificial intelligence, green bonds and cryptocurrencies," Technological Forecasting and Social Change, Elsevier, vol. 159(C).
    10. Broadstock, David C. & Cheng, Louis T.W., 2019. "Time-varying relation between black and green bond price benchmarks: Macroeconomic determinants for the first decade," Finance Research Letters, Elsevier, vol. 29(C), pages 17-22.
    11. repec:eee:finlet:v:24:y:2018:i:c:p:56-63 is not listed on IDEAS
    12. Eduardo A. Cavallo & Patricio Valenzuela, 2010. "The determinants of corporate risk in emerging markets: an option-adjusted spread analysis," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 15(1), pages 59-74.
    13. Monasterolo, Irene & Raberto, Marco, 2018. "The EIRIN Flow-of-funds Behavioural Model of Green Fiscal Policies and Green Sovereign Bonds," Ecological Economics, Elsevier, vol. 144(C), pages 228-243.
    14. Olivier David Zerbib, 2019. "The effect of pro-environmental preferences on bond prices: Evidence from green bonds," Post-Print halshs-02008641, HAL.
    15. 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.
    16. 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).
    17. James Ming Chen, 2017. "Risk and Uncertainty," Quantitative Perspectives on Behavioral Economics and Finance, in: Econophysics and Capital Asset Pricing, chapter 0, pages 189-211, Palgrave Macmillan.
    18. Choudhry, Moorad & Lizzio, Michele, 2004. "Advanced Fixed Income Analysis," Elsevier Monographs, Elsevier, edition 1, number 9780750662635.
    19. Reboredo, Juan C. & Ugolini, Andrea, 2020. "Price connectedness between green bond and financial markets," Economic Modelling, Elsevier, vol. 88(C), pages 25-38.
    20. Yushan Hu & Ben G. Li, 2021. "The production economics of economics production," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 30(1), pages 228-255, February.
    21. André Höck & Christian Klein & Alexander Landau & Bernhard Zwergel, 2020. "The effect of environmental sustainability on credit risk," Journal of Asset Management, Palgrave Macmillan, vol. 21(2), pages 85-93, March.
    22. Dutta, Anupam & Bouri, Elie & Noor, Md Hasib, 2021. "Climate bond, stock, gold, and oil markets: Dynamic correlations and hedging analyses during the COVID-19 outbreak," Resources Policy, Elsevier, vol. 74(C).
    23. 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.
    24. Kabir, Md Nurul & Rahman, Sohanur & Rahman, Md Arifur & Anwar, Mumtaheena, 2021. "Carbon emissions and default risk: International evidence from firm-level data," Economic Modelling, Elsevier, vol. 103(C).
    25. Daehyeon Park & Jiyeon Park & Doojin Ryu, 2020. "Volatility Spillovers between Equity and Green Bond Markets," Sustainability, MDPI, vol. 12(9), pages 1-12, May.
    26. 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.
    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. Abhilash & Sandeep S. Shenoy & Dasharathraj K. Shetty & Lumen Shawn Lobo & Subrahmanya Kumar N., 2023. "Green Bond as an Innovative Financial Instrument in the Indian Financial Market: Insights From Systematic Literature Review Approach," SAGE Open, , vol. 13(2), pages 21582440231, June.
    2. Zhang, Jie & Chen, Zhiguo & Altuntaş, Mehmet, 2022. "Tracing volatility in natural resources, green finance and investment in energy resources: Fresh evidence from China," Resources Policy, Elsevier, vol. 79(C).
    3. Ayman Abdalmajeed Alsmadi & Manaf Al-Okaily & Najed Alrawashdeh & Anwar Al-Gasaymeh & Amer Moh’d Al-hazimeh & Abdulrasheed Zakari, 2023. "A Bibliometric Analysis of Green Bonds and Sustainable Green Energy: Evidence from the Last Fifteen Years (2007–2022)," Sustainability, MDPI, vol. 15(7), pages 1-16, March.

    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. Yadav, Mikesh Prasad & Pandey, Asheesh & Taghizadeh-Hesary, Farhad & Arya, Vandana & Mishra, Nandita, 2023. "Volatility spillover of green bond with renewable energy and crypto market," Renewable Energy, Elsevier, vol. 212(C), pages 928-939.
    2. Reboredo, Juan C. & Ugolini, Andrea & Ojea-Ferreiro, Javier, 2022. "Do green bonds de-risk investment in low-carbon stocks?," Economic Modelling, Elsevier, vol. 108(C).
    3. Tiwari, Aviral Kumar & Aikins Abakah, Emmanuel Joel & Adekoya, Oluwasegun B. & Hammoudeh, Shawkat, 2023. "What do we know about the price spillover between green bonds and Islamic stocks and stock market indices?," Global Finance Journal, Elsevier, vol. 55(C).
    4. Akhtaruzzaman, Md & Banerjee, Ameet Kumar & Ghardallou, Wafa & Umar, Zaghum, 2022. "Is greenness an optimal hedge for sectoral stock indices?," Economic Modelling, Elsevier, vol. 117(C).
    5. Ana-Belén Alonso-Conde & Javier Rojo-Suárez, 2020. "On the Effect of Green Bonds on the Profitability and Credit Quality of Project Financing," Sustainability, MDPI, vol. 12(16), pages 1-19, August.
    6. 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).
    7. Jankovic, Irena & Vasic, Vladimir & Kovacevic, Vlado, 2022. "Does transparency matter? Evidence from panel analysis of the EU government green bonds," Energy Economics, Elsevier, vol. 114(C).
    8. Arif, Muhammad & Naeem, Muhammad Abubakr & Farid, Saqib & Nepal, Rabindra & Jamasb, Tooraj, 2022. "Diversifier or more? Hedge and safe haven properties of green bonds during COVID-19," Energy Policy, Elsevier, vol. 168(C).
    9. Román Ferrer & Rafael Benítez & Vicente J. Bolós, 2021. "Interdependence between Green Financial Instruments and Major Conventional Assets: A Wavelet-Based Network Analysis," Mathematics, MDPI, vol. 9(8), pages 1-20, April.
    10. 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).
    11. Silva, Florinda & Ferreira, André & Cortez, Maria Céu, 2024. "The performance of green bond portfolios under climate uncertainty: A comparative analysis with conventional and black bond portfolios," Research in International Business and Finance, Elsevier, vol. 70(PA).
    12. Reboredo, Juan C. & Ugolini, Andrea & Aiube, Fernando Antonio Lucena, 2020. "Network connectedness of green bonds and asset classes," Energy Economics, Elsevier, vol. 86(C).
    13. Karel Janda & Binyi Zhang, 2021. "Attractiveness of Chinese Bonds Financing Climate and Environmental Projects," FFA Working Papers 4.007, Prague University of Economics and Business, revised 26 Apr 2022.
    14. Arif, Muhammad & Hasan, Mudassar & Alawi, Suha M. & Naeem, Muhammad Abubakr, 2021. "COVID-19 and time-frequency connectedness between green and conventional financial markets," Global Finance Journal, Elsevier, vol. 49(C).
    15. Pham, Linh & Cepni, Oguzhan, 2022. "Extreme directional spillovers between investor attention and green bond markets," International Review of Economics & Finance, Elsevier, vol. 80(C), pages 186-210.
    16. Vasundhara Saravade & Olaf Weber, 2020. "An Institutional Pressure and Adaptive Capacity Framework for Green Bonds: Insights from India’s Emerging Green Bond Market," World, MDPI, vol. 1(3), pages 1-25, November.
    17. Kanamura, Takashi, 2021. "Risk Mitigation and Return Resilience for High Yield Bond ETFs with ESG Components," Finance Research Letters, Elsevier, vol. 41(C).
    18. Piñeiro-Chousa, Juan & López-Cabarcos, M.Ángeles & Caby, Jérôme & Šević, Aleksandar, 2021. "The influence of investor sentiment on the green bond market," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    19. Kocaarslan, Baris, 2023. "Funding liquidity risk and the volatility of U.S. municipal green bonds during the COVID-19 pandemic," Finance Research Letters, Elsevier, vol. 58(PD).
    20. Tan, Xiujie & Dong, Hanmin & Liu, Yishuang & Su, Xin & Li, Zixian, 2022. "Green bonds and corporate performance: A potential way to achieve green recovery," Renewable Energy, Elsevier, vol. 200(C), pages 59-68.

    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:gam:jrisks:v:10:y:2022:i:3:p:45-:d:755427. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.