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Issuing bonds during the Covid-19 pandemic: Was there an ESG premium?

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  • Ferriani, Fabrizio

Abstract

We rely on the ESG ratings assigned by four distinct agencies (MSCI, Refinitiv, Robeco, and Sustainalytics) to study the link between ESG scores and firms’ cost of debt financing during the Covid-19 pandemic. We document the existence of a statistically and economically significant ESG premium, i.e. better rated companies access debt at a lower cost. Despite some differences across rating agencies, this result is robust to additional controls for the issuer’s credit standing as well as several bond and issuer’s characteristics. We find that this effect is mainly driven by firms domiciled in advanced economies, whereas creditworthiness considerations prevail for firms in emerging markets. Lastly, we show that the lower cost of capital for highly rated ESG firms is explained both by investors’ preference for more sustainable assets and by risk-based considerations unrelated to firms’ creditworthiness, such as exposure to climate change risks.

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  • Ferriani, Fabrizio, 2023. "Issuing bonds during the Covid-19 pandemic: Was there an ESG premium?," International Review of Financial Analysis, Elsevier, vol. 88(C).
    • Handle: RePEc:eee:finana:v:88:y:2023:i:c:s1057521923001692
    DOI: 10.1016/j.irfa.2023.102653
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    as
    1. Zaghini, Andrea, 2016. "Fragmentation and heterogeneity in the euro-area corporate bond market: Back to normal?," Journal of Financial Stability, Elsevier, vol. 23(C), pages 51-61.
    2. Sironi, Andrea, 2003. "Testing for Market Discipline in the European Banking Industry: Evidence from Subordinated Debt Issues," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 35(3), pages 443-472, June.
    3. Ľuboš Pástor & M Blair Vorsatz & Jeffrey Pontiff, 0. "Mutual Fund Performance and Flows during the COVID-19 Crisis," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 10(4), pages 791-833.
    4. Michael Halling & Jin Yu & Josef Zechner, 2020. "How Did COVID-19 Affect Firms’ Access to Public Capital Markets?," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 9(3), pages 501-533.
    5. Monica Billio & Michele Costola & Iva Hristova & Carmelo Latino & Loriana Pelizzon, 2021. "Inside the ESG ratings: (Dis)agreement and performance," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 28(5), pages 1426-1445, September.
    6. Samuel M. Hartzmark & Abigail B. Sussman, 2019. "Do Investors Value Sustainability? A Natural Experiment Examining Ranking and Fund Flows," Journal of Finance, American Finance Association, vol. 74(6), pages 2789-2837, December.
    7. 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.
    8. Arno Riedl & Paul Smeets, 2017. "Why Do Investors Hold Socially Responsible Mutual Funds?," Journal of Finance, American Finance Association, vol. 72(6), pages 2505-2550, December.
    9. Bolton, Patrick & Kacperczyk, Marcin, 2021. "Do investors care about carbon risk?," Journal of Financial Economics, Elsevier, vol. 142(2), pages 517-549.
    10. Stefano Ramelli & Alexander F. Wagner, 2020. "Feverish Stock Price Reactions to COVID-19," Swiss Finance Institute Research Paper Series 20-12, Swiss Finance Institute.
    11. Mr. Adil Mohommad & Evgenia Pugacheva, 2022. "Impact of COVID-19 on Attitudes to Climate Change and Support for Climate Policies," IMF Working Papers 2022/023, International Monetary Fund.
    12. Thankom Arun & Claudia Girardone & Stefano PiserÃ, 2022. "ESG issues in emerging markets and the role of banks," Chapters, in: Duc K. Nguyen (ed.), Handbook of Banking and Finance in Emerging Markets, chapter 17, pages 321-344, Edward Elgar Publishing.
    13. Renneboog, Luc & Ter Horst, Jenke & Zhang, Chendi, 2011. "Is ethical money financially smart? Nonfinancial attributes and money flows of socially responsible investment funds," Journal of Financial Intermediation, Elsevier, vol. 20(4), pages 562-588, October.
    14. Pástor, Ľuboš & Stambaugh, Robert F. & Taylor, Lucian A., 2021. "Sustainable investing in equilibrium," Journal of Financial Economics, Elsevier, vol. 142(2), pages 550-571.
    15. Rui Albuquerque & Yrjo Koskinen & Shuai Yang & Chendi Zhang, 2020. "Resiliency of Environmental and Social Stocks: An Analysis of the Exogenous COVID-19 Market Crash," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 9(3), pages 593-621.
    16. Niels Joachim Gormsen & Ralph S J Koijen & Nikolai Roussanov, 0. "Coronavirus: Impact on Stock Prices and Growth Expectations," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 10(4), pages 574-597.
    17. Bollen, Nicolas P. B., 2007. "Mutual Fund Attributes and Investor Behavior," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 42(3), pages 683-708, September.
    18. 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.
    19. Ioannis Oikonomou & Chris Brooks & Stephen Pavelin, 2014. "The Effects of Corporate Social Performance on the Cost of Corporate Debt and Credit Ratings," The Financial Review, Eastern Finance Association, vol. 49(1), pages 49-75, February.
    20. Pástor, Ľuboš & Stambaugh, Robert F. & Taylor, Lucian A., 2022. "Dissecting green returns," Journal of Financial Economics, Elsevier, vol. 146(2), pages 403-424.
    21. Ding, Wenzhi & Levine, Ross & Lin, Chen & Xie, Wensi, 2021. "Corporate immunity to the COVID-19 pandemic," Journal of Financial Economics, Elsevier, vol. 141(2), pages 802-830.
    22. Kleimeier, Stefanie & Viehs, Michael, 2021. "Pricing carbon risk: Investor preferences or risk mitigation?," Economics Letters, Elsevier, vol. 205(C).
    23. Florian Berg & Julian F Kölbel & Roberto Rigobon, 2022. "Aggregate Confusion: The Divergence of ESG Ratings [Corporate social responsibility and firm risk: theory and empirical evidence]," Review of Finance, European Finance Association, vol. 26(6), pages 1315-1344.
    24. Viral V Acharya & Sascha Steffen, 2020. "The Risk of Being a Fallen Angel and the Corporate Dash for Cash in the Midst of COVID," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 9(3), pages 430-471.
    25. La Rosa, Fabio & Liberatore, Giovanni & Mazzi, Francesco & Terzani, Simone, 2018. "The impact of corporate social performance on the cost of debt and access to debt financing for listed European non-financial firms," European Management Journal, Elsevier, vol. 36(4), pages 519-529.
    26. 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.
    27. Pedersen, Lasse Heje & Fitzgibbons, Shaun & Pomorski, Lukasz, 2021. "Responsible investing: The ESG-efficient frontier," Journal of Financial Economics, Elsevier, vol. 142(2), pages 572-597.
    28. Gillan, Stuart L. & Koch, Andrew & Starks, Laura T., 2021. "Firms and social responsibility: A review of ESG and CSR research in corporate finance," Journal of Corporate Finance, Elsevier, vol. 66(C).
    29. Rob Bauer & Tobias Ruof & Paul Smeets & Stijn Van Nieuwerburgh, 2021. "Get Real! Individuals Prefer More Sustainable Investments [Explaining the discrepancy between intentions and actions: The case of hypothetical gap in contingent valuation]," The Review of Financial Studies, Society for Financial Studies, vol. 34(8), pages 3976-4043.
    30. Hong, Harrison & Kacperczyk, Marcin, 2009. "The price of sin: The effects of social norms on markets," Journal of Financial Economics, Elsevier, vol. 93(1), pages 15-36, July.
    31. Enrico Bernardini & Ivan Faiella & Luciano Lavecchia & Alessandro Mistretta & Filippo Natoli, 2021. "Central banks, climate risks and sustainable finance," Questioni di Economia e Finanza (Occasional Papers) 608, Bank of Italy, Economic Research and International Relations Area.
    32. Klaus-Michael Menz, 2010. "Corporate Social Responsibility: Is it Rewarded by the Corporate Bond Market? A Critical Note," Journal of Business Ethics, Springer, vol. 96(1), pages 117-134, September.
    33. Wagner, Alexander F. & Ramelli, Stefano, 2020. "Feverish Stock Price Reactions to COVID-19," CEPR Discussion Papers 14511, C.E.P.R. Discussion Papers.
    34. Ferriani, Fabrizio, 2021. "From taper tantrum to Covid-19: Portfolio flows to emerging markets in periods of stress," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 74(C).
    35. Díaz, Antonio & Escribano, Ana, 2021. "Sustainability premium in energy bonds," Energy Economics, Elsevier, vol. 95(C).
    36. Gunnar Friede & Timo Busch & Alexander Bassen, 2015. "ESG and financial performance: aggregated evidence from more than 2000 empirical studies," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 5(4), pages 210-233, October.
    37. Stellner, Christoph & Klein, Christian & Zwergel, Bernhard, 2015. "Corporate social responsibility and Eurozone corporate bonds: The moderating role of country sustainability," Journal of Banking & Finance, Elsevier, vol. 59(C), pages 538-549.
    38. 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.
    39. Sudheer Chava, 2014. "Environmental Externalities and Cost of Capital," Management Science, INFORMS, vol. 60(9), pages 2223-2247, September.
    40. Rajna Gibson & Simon Glossner & Philipp Krueger & Pedro Matos & Tom Steffen, 2020. "Responsible Institutional Investing Around the World," Swiss Finance Institute Research Paper Series 20-13, Swiss Finance Institute.
    41. 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.
    42. Goss, Allen & Roberts, Gordon S., 2011. "The impact of corporate social responsibility on the cost of bank loans," Journal of Banking & Finance, Elsevier, vol. 35(7), pages 1794-1810, July.
    43. Jędrzej Białkowski & Laura T. Starks, 2016. "SRI Funds: Investor Demand, Exogenous Shocks and ESG Profiles," Working Papers in Economics 16/11, University of Canterbury, Department of Economics and Finance.
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    Cited by:

    1. Simone Letta & Pasquale Mirante, 2023. "Investigating the determinants of corporate bond credit spreads in the euro area," Temi di discussione (Economic working papers) 36, Bank of Italy, Economic Research and International Relations Area.

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    More about this item

    Keywords

    ESG scores; Covid-19; Bond yield spreads; Risk channel; Non-pecuniary channel;
    All these keywords.

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • G4 - Financial Economics - - Behavioral Finance

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