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Volatility and Herding Bias on ESG Leaders’ Portfolios Performance

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  • Nektarios Gavrilakis

    (Department of Accounting and Finance, Hellenic Mediterranean University, 71410 Heraklion, Crete, Greece)

  • Christos Floros

    (Department of Accounting and Finance, Hellenic Mediterranean University, 71410 Heraklion, Crete, Greece)

Abstract

We here analyze the factor loadings given by the CAPM, the Fama–French three (FF3), and the five-factor model (FF5), and test the performance and the validity of adding two more factors (volatility and dispersion of returns) to the FF5 factor model of European index-based ESG leaders’ portfolios. Our ESG leaders’ portfolios generated significant negative alphas during 2012–2022, corroborating the literature’s negative argument. The negative abnormal returns of ESG leaders’ portfolios are homogeneous across the three ESG pillars. We conclude that European ESG leaders’ portfolios are biased toward large cap and value stocks with robust operating profitability and against aggressive investments. As robustness tests, we examine Global ESG leaders’ index-based portfolios, producing the same results but with reduced importance in some loading factors like profitability and investment strategy. Furthermore, we deduced that European and Global ESG leaders’ portfolios tilt towards volatility and herding bias.

Suggested Citation

  • Nektarios Gavrilakis & Christos Floros, 2024. "Volatility and Herding Bias on ESG Leaders’ Portfolios Performance," JRFM, MDPI, vol. 17(2), pages 1-22, February.
    • Handle: RePEc:gam:jjrfmx:v:17:y:2024:i:2:p:77-:d:1339878
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    References listed on IDEAS

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    1. Chen, Tao & Dong, Hui & Lin, Chen, 2020. "Institutional shareholders and corporate social responsibility," Journal of Financial Economics, Elsevier, vol. 135(2), pages 483-504.
    2. Xiaoying Chen & Nicholas Ray-Wang Gao, 2020. "Revisiting Fama–French’s asset pricing model with an MCB volatility risk factor," Journal of Risk Finance, Emerald Group Publishing Limited, vol. 21(3), pages 233-251, June.
    3. Costanza Consolandi & Ameeta Jaiswal-Dale & Elisa Poggiani & Alessandro Vercelli, 2009. "Global Standards and Ethical Stock Indexes: The Case of the Dow Jones Sustainability Stoxx Index," Journal of Business Ethics, Springer, vol. 87(1), pages 185-197, April.
    4. Ameye, Nicolas & Bughin, Jacques & van Zeebroeck, Nicolas, 2023. "How uncertainty shapes herding in the corporate use of artificial intelligence technology," Technovation, Elsevier, vol. 127(C).
    5. Economou, Fotini & Kostakis, Alexandros & Philippas, Nikolaos, 2011. "Cross-country effects in herding behaviour: Evidence from four south European markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 21(3), pages 443-460, July.
    6. Bauer, Rob & Koedijk, Kees & Otten, Roger, 2005. "International evidence on ethical mutual fund performance and investment style," Journal of Banking & Finance, Elsevier, vol. 29(7), pages 1751-1767, July.
    7. Hüseyin Öcal & Anton Abdulbasah Kamil, 2021. "The impact of risk indicators on sustainability (ESG) and broad-based indices: an empirical analysis from Germany, France, Indonesia and Turkey," International Journal of Sustainable Economy, Inderscience Enterprises Ltd, vol. 13(1), pages 18-54.
    8. Naffa, Helena & Fain, Máté, 2022. "A factor approach to the performance of ESG leaders and laggards," Finance Research Letters, Elsevier, vol. 44(C).
    9. Vergili, Gizem & Çelik, Mehmet Sinan, 2023. "The Relationship Between the Indices of Volatility (VIX) and Sustainability (DJSEMUP): An ARDL Approach," Business and Economics Research Journal, Uludag University, Faculty of Economics and Administrative Sciences, vol. 14(1), pages 19-29, January.
    10. Luo, Di, 2022. "ESG, liquidity, and stock returns," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 78(C).
    11. Olivier David Zerbib, 2020. "A Sustainable Capital Asset Pricing Model (S-CAPM): Evidence from Green Investing and Sin Stock Exclusion," Working Papers hal-02570021, HAL.
    12. de Oliveira, Erick Meira & Cunha, Felipe Arias Fogliano de Souza & Palazzi, Rafael Baptista & Klotzle, Marcelo Cabus & Maçaira, Paula Medina, 2020. "On the effects of uncertainty measures on sustainability indices: An empirical investigation in a nonlinear framework," International Review of Financial Analysis, Elsevier, vol. 70(C).
    13. Michael McKenzie & Heather Mitchell, 2002. "Generalized asymmetric power ARCH modelling of exchange rate volatility," Applied Financial Economics, Taylor & Francis Journals, vol. 12(8), pages 555-564.
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