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

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  • 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
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    References listed on IDEAS

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    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.
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    3. 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.

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