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Sustainable investing in times of crisis: evidence from bond holdings and the COVID-19 pandemic

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Using data on institutional investors' bond holdings, we investigate the resilience of green bonds to the COVID-19 shock in a difference-in-differences framework. We find that during the COVID outbreak green bonds experience lower sales, on average, while in normal times no significant differences emerge compared with ordinary bonds. The result is robust across different investor classes and is not driven by those that have a longer-term investment horizon. Furthermore, we find that sustainability-oriented funds sell less of green bonds than their peers without a sustainability mandate. We also document that the ownership of green fixed income securities is more concentrated than that of comparable conventional bonds, and that concentration has increased in the first quarter of 2020.

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  • Fatica, Serena & Panzica, Roberto, 2021. "Sustainable investing in times of crisis: evidence from bond holdings and the COVID-19 pandemic," JRC Working Papers in Economics and Finance 2021-07, Joint Research Centre, European Commission.
    • Handle: RePEc:jrs:wpaper:202107
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    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. 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.
    3. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
    4. 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.
    5. Mahyar Kargar & Benjamin Lester & David Lindsay & Shuo Liu & Pierre-Olivier Weill & Diego Zúñiga, 2021. "Corporate Bond Liquidity during the COVID-19 Crisis [The day coronavirus nearly broke the financial markets]," The Review of Financial Studies, Society for Financial Studies, vol. 34(11), pages 5352-5401.
    6. Sangiorgi, Ivan & Schopohl, Lisa, 2021. "Why do institutional investors buy green bonds: Evidence from a survey of European asset managers," International Review of Financial Analysis, Elsevier, vol. 75(C).
    7. 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.
    8. Apergis, Nicholas, 2023. "The connectedness between green and conventional bond yields during the COVID-19 crisis: The role of the vaccination process," Economics Letters, Elsevier, vol. 224(C).
    9. Manconi, Alberto & Massa, Massimo & Yasuda, Ayako, 2012. "The role of institutional investors in propagating the crisis of 2007–2008," Journal of Financial Economics, Elsevier, vol. 104(3), pages 491-518.
    10. 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.
    11. Falato, Antonio & Goldstein, Itay & Hortaçsu, Ali, 2021. "Financial fragility in the COVID-19 crisis: The case of investment funds in corporate bond markets," Journal of Monetary Economics, Elsevier, vol. 123(C), pages 35-52.
    12. Choi, Jaewon & Hoseinzade, Saeid & Shin, Sean Seunghun & Tehranian, Hassan, 2020. "Corporate bond mutual funds and asset fire sales," Journal of Financial Economics, Elsevier, vol. 138(2), pages 432-457.
    13. Bo Becker & Victoria Ivashina, 2015. "Reaching for Yield in the Bond Market," Journal of Finance, American Finance Association, vol. 70(5), pages 1863-1902, October.
    14. Fatica, Serena & Panzica, Roberto & Rancan, Michela, 2021. "The pricing of green bonds: Are financial institutions special?," Journal of Financial Stability, Elsevier, vol. 54(C).
    15. Garel, Alexandre & Petit-Romec, Arthur, 2021. "Investor rewards to environmental responsibility: Evidence from the COVID-19 crisis," Journal of Corporate Finance, Elsevier, vol. 68(C).
    16. Ralph S. J. Koijen & Motohiro Yogo, 2019. "A Demand System Approach to Asset Pricing," Journal of Political Economy, University of Chicago Press, vol. 127(4), pages 1475-1515.
    17. Stefano Ramelli & Alexander F Wagner, 0. "Feverish Stock Price Reactions to COVID-19," Review of Corporate Finance Studies, Oxford University Press, vol. 9(3), pages 622-655.
    18. Kennedy, Peter E, 1981. "Estimation with Correctly Interpreted Dummy Variables in Semilogarithmic Equations [The Interpretation of Dummy Variables in Semilogarithmic Equations]," American Economic Review, American Economic Association, vol. 71(4), pages 801-801, September.
    19. 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.
    20. Daniel Carvalho & Martin Schmitz, 2023. "Shifts in the portfolio holdings of euro area investors in the midst of COVID‐19: Looking‐through investment funds," Review of International Economics, Wiley Blackwell, vol. 31(5), pages 1641-1687, November.
    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. Linh Pham, 2016. "Is it risky to go green? A volatility analysis of the green bond market," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 6(4), pages 263-291, October.
    23. Gunther Capelle-Blancard & Adrien Desroziers, 2020. "The stock market is not the economy? Insights from the Covid-19 crisis," Post-Print hal-03252106, HAL.
    24. Fama, Eugene F. & French, Kenneth R., 2007. "Disagreement, tastes, and asset prices," Journal of Financial Economics, Elsevier, vol. 83(3), pages 667-689, March.
    25. Valentin Haddad & Alan Moreira & Tyler Muir, 2021. "When Selling Becomes Viral: Disruptions in Debt Markets in the COVID-19 Crisis and the Fed’s Response [Funding value adjustments]," The Review of Financial Studies, Society for Financial Studies, vol. 34(11), pages 5309-5351.
    26. Gergana Jostova & Stanislava Nikolova & Alexander Philipov & Christof W. Stahel, 2013. "Momentum in Corporate Bond Returns," The Review of Financial Studies, Society for Financial Studies, vol. 26(7), pages 1649-1693.
    27. Dong, Xiyong & Xiong, Youlin & Nie, Siyue & Yoon, Seong-Min, 2023. "Can bonds hedge stock market risks? Green bonds vs conventional bonds," Finance Research Letters, Elsevier, vol. 52(C).
    28. 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.
    29. Zaghini, Andrea, 2021. "The Covid pandemic in the market: Infected, immune and cured bonds," CFS Working Paper Series 653, Center for Financial Studies (CFS).
    30. Patrick M. Liedtke, 2021. "Vulnerabilities and resilience in insurance investing: studying the COVID-19 pandemic," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 46(2), pages 266-280, April.
    31. 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.
    32. Gunther Capelle-Blancard & Adrien Desroziers & Olivier David Zerbib, 2021. "Socially Responsible Investing Strategies under Pressure: Evidence from the COVID-19 Crisis," Post-Print hal-03526650, HAL.
    33. 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.
    34. Bo Becker & Efraim Benmelech, 2021. "The Resilience of the U.S. Corporate Bond Market During Financial Crises," NBER Working Papers 28868, National Bureau of Economic Research, Inc.
    35. Nofsinger, John & Varma, Abhishek, 2014. "Socially responsible funds and market crises," Journal of Banking & Finance, Elsevier, vol. 48(C), pages 180-193.
    36. Alexander, Gordon J. & Edwards, Amy K. & Ferri, Michael G., 2000. "The determinants of trading volume of high-yield corporate bonds," Journal of Financial Markets, Elsevier, vol. 3(2), pages 177-204, May.
    37. Broadstock, David C. & Chan, Kalok & Cheng, Louis T.W. & Wang, Xiaowei, 2021. "The role of ESG performance during times of financial crisis: Evidence from COVID-19 in China," Finance Research Letters, Elsevier, vol. 38(C).
    38. Warga, Arthur, 1992. "Bond Returns, Liquidity, and Missing Data," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 27(4), pages 605-617, December.
    39. Cong Ma & Wim Schoutens & Jan Beirlant & Jan De Spiegeleer & Stephan Höcht & Robert Van Kleeck, 2020. "Are green bonds different from ordinary bonds ? A statistical and quantitative point of view," Working Paper Research 394, National Bank of Belgium.
    40. Cui, Tianxiang & Suleman, Muhammad Tahir & Zhang, Hongwei, 2022. "Do the green bonds overreact to the COVID-19 pandemic?," Finance Research Letters, Elsevier, vol. 49(C).
    41. Long Chen & David A. Lesmond & Jason Wei, 2007. "Corporate Yield Spreads and Bond Liquidity," Journal of Finance, American Finance Association, vol. 62(1), pages 119-149, February.
    42. Emre Arat & Britta Hachenberg & Florian Kiesel & Dirk Schiereck, 2023. "Greenium, credit rating, and the COVID-19 pandemic," Journal of Asset Management, Palgrave Macmillan, vol. 24(7), pages 547-557, December.
    43. Rui Albuquerque & Yrjo Koskinen & Shuai Yang & Chendi Zhang, 0. "Resiliency of Environmental and Social Stocks: An Analysis of the Exogenous COVID-19 Market Crash," Review of Corporate Finance Studies, Oxford University Press, vol. 9(3), pages 593-621.
    44. Ravi Bansal & Di (Andrew) Wu & Amir Yaron, 2022. "Socially Responsible Investing in Good and Bad Times," The Review of Financial Studies, Society for Financial Studies, vol. 35(4), pages 2067-2099.
    45. Amy K. Edwards & Lawrence E. Harris & Michael S. Piwowar, 2007. "Corporate Bond Market Transaction Costs and Transparency," Journal of Finance, American Finance Association, vol. 62(3), pages 1421-1451, June.
    46. Arat, Emre & Hachenberg, Britta & Kiesel, Florian & Schiereck, Dirk, 2023. "Greenium, credit rating and the COVID-19 pandemic," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 142300, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    47. 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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    Cited by:

    1. Mariantonietta Intonti & Laura Serlenga & Giovanni Ferri & Matteo De Leonardis & Giuseppe Starace, 2023. "The “Greenium” in Green Bonds: How Did It Change with COVID-19?," Sustainability, MDPI, vol. 15(7), pages 1-17, March.
    2. Hinsche, Isabelle Cathérine, 2021. "A greenium for the next generation EU green bonds: Analysis of a potential green bond premium and its drivers," CFS Working Paper Series 663, Center for Financial Studies (CFS).
    3. Mariantonietta Intonti & Laura Serlenga & Giovanni Ferri & Matteo De Leonardis, 2022. "The Green Bond Premium: A Comparative Analysis," CERBE Working Papers wpC40, CERBE Center for Relationship Banking and Economics.
    4. Martijn Boermans, 2023. "Preferred habitat investors in the green bond market," Working Papers 773, DNB.

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    More about this item

    Keywords

    Sustainable finance; climate change; green bonds; institutional investors;
    All these keywords.

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • Q52 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Pollution Control Adoption and Costs; Distributional Effects; Employment Effects
    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

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