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The contributions of betas versus characteristics to the ESG premium

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  • Ciciretti, Rocco
  • Dalò, Ambrogio
  • Dam, Lammertjan

Abstract

Firms that score high on environmental, social, and governance (ESG) indicators exhibit lower expected returns. This negative ESG premium might be driven by the lower risk associated with high ESG scores (betas), or it could signal investors’ preferences for firms with high ESG scores (characteristics). We show that ESG as a characteristic mainly drives the premium. Specifically, a one standard deviation increase in the ESG characteristic is associated with a decrease in expected returns of 2.73% annually. In addition, the ESG characteristic explains a higher proportion of the cross-sectional variation in expected returns compared to ESG betas. We further caution for the presence of an ESG bias within the ESG premium that is due to positive realized returns preceding lower long-term expected returns. When correcting our estimates for the ESG bias the decrease in expected returns turns out to be 3.41% on an annual basis. The ESG bias correction, together with a firm-level methodology, can help clarify the mixed findings documented in the literature.

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  • Ciciretti, Rocco & Dalò, Ambrogio & Dam, Lammertjan, 2023. "The contributions of betas versus characteristics to the ESG premium," Journal of Empirical Finance, Elsevier, vol. 71(C), pages 104-124.
  • Handle: RePEc:eee:empfin:v:71:y:2023:i:c:p:104-124
    DOI: 10.1016/j.jempfin.2023.01.004
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    as
    1. Fama, Eugene F. & French, Kenneth R., 2017. "International tests of a five-factor asset pricing model," Journal of Financial Economics, Elsevier, vol. 123(3), pages 441-463.
    2. 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.
    3. 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.
    4. Ang, Andrew & Hodrick, Robert J. & Xing, Yuhang & Zhang, Xiaoyan, 2009. "High idiosyncratic volatility and low returns: International and further U.S. evidence," Journal of Financial Economics, Elsevier, vol. 91(1), pages 1-23, January.
    5. Bali, Turan G. & Cakici, Nusret, 2008. "Idiosyncratic Volatility and the Cross Section of Expected Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 43(1), pages 29-58, March.
    6. Pástor, Ľuboš & Stambaugh, Robert F. & Taylor, Lucian A., 2021. "Sustainable investing in equilibrium," Journal of Financial Economics, Elsevier, vol. 142(2), pages 550-571.
    7. Lewellen, Jonathan & Nagel, Stefan & Shanken, Jay, 2010. "A skeptical appraisal of asset pricing tests," Journal of Financial Economics, Elsevier, vol. 96(2), pages 175-194, May.
    8. John Y. Campbell, Robert J. Shiller, 1988. "The Dividend-Price Ratio and Expectations of Future Dividends and Discount Factors," The Review of Financial Studies, Society for Financial Studies, vol. 1(3), pages 195-228.
    9. Renneboog, Luc & Ter Horst, Jenke & Zhang, Chendi, 2008. "The price of ethics and stakeholder governance: The performance of socially responsible mutual funds," Journal of Corporate Finance, Elsevier, vol. 14(3), pages 302-322, June.
    10. Marien de Haan & Lammertjan Dam & Bert Scholtens, 2012. "The drivers of the relationship between corporate environmental performance and stock market returns," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 2(3-4), pages 338-375, October.
    11. Fama, Eugene F. & French, Kenneth R., 2012. "Size, value, and momentum in international stock returns," Journal of Financial Economics, Elsevier, vol. 105(3), pages 457-472.
    12. John Y. Campbell & Tuomo Vuolteenaho, 2004. "Bad Beta, Good Beta," American Economic Review, American Economic Association, vol. 94(5), pages 1249-1275, December.
    13. 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.
    14. Pástor, Ľuboš & Stambaugh, Robert F. & Taylor, Lucian A., 2022. "Dissecting green returns," Journal of Financial Economics, Elsevier, vol. 146(2), pages 403-424.
    15. Merton, Robert C, 1987. "A Simple Model of Capital Market Equilibrium with Incomplete Information," Journal of Finance, American Finance Association, vol. 42(3), pages 483-510, July.
    16. Fama, Eugene F. & French, Kenneth R., 2007. "Disagreement, tastes, and asset prices," Journal of Financial Economics, Elsevier, vol. 83(3), pages 667-689, March.
    17. Ronny Manos & Israel Drori (ed.), 2016. "Corporate Responsibility," Palgrave Macmillan Books, Palgrave Macmillan, number 978-1-137-45072-2.
    18. Fama, Eugene F. & French, Kenneth R., 2015. "A five-factor asset pricing model," Journal of Financial Economics, Elsevier, vol. 116(1), pages 1-22.
    19. Andrew Ang & Robert J. Hodrick & Yuhang Xing & Xiaoyan Zhang, 2006. "The Cross‐Section of Volatility and Expected Returns," Journal of Finance, American Finance Association, vol. 61(1), pages 259-299, February.
    20. Bauer, Rob & Otten, Roger & Rad, Alireza Tourani, 2006. "Ethical investing in Australia: Is there a financial penalty?," Pacific-Basin Finance Journal, Elsevier, vol. 14(1), pages 33-48, January.
    21. Gibbons, Michael R & Ross, Stephen A & Shanken, Jay, 1989. "A Test of the Efficiency of a Given Portfolio," Econometrica, Econometric Society, vol. 57(5), pages 1121-1152, September.
    22. Bert Scholtens & Yangqin Zhou, 2008. "Stakeholder relations and financial performance," Sustainable Development, John Wiley & Sons, Ltd., vol. 16(3), pages 213-232.
    23. 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.
    24. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    25. 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.
    26. Fama, Eugene F & French, Kenneth R, 1996. "Multifactor Explanations of Asset Pricing Anomalies," Journal of Finance, American Finance Association, vol. 51(1), pages 55-84, March.
    27. Fu, Fangjian, 2009. "Idiosyncratic risk and the cross-section of expected stock returns," Journal of Financial Economics, Elsevier, vol. 91(1), pages 24-37, January.
    28. Jegadeesh, Narasimhan & Titman, Sheridan, 1993. "Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency," Journal of Finance, American Finance Association, vol. 48(1), pages 65-91, March.
    29. Fama, Eugene F & French, Kenneth R, 1992. "The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-465, June.
    30. Derwall, Jeroen & Koedijk, Kees & Ter Horst, Jenke, 2011. "A tale of values-driven and profit-seeking social investors," Journal of Banking & Finance, Elsevier, vol. 35(8), pages 2137-2147, August.
    31. Ferson, Wayne E. & Sarkissian, Sergei & Simin, Timothy, 1999. "The alpha factor asset pricing model: A parable," Journal of Financial Markets, Elsevier, vol. 2(1), pages 49-68, February.
    32. Becchetti, Leonardo & Ciciretti, Rocco & Dalò, Ambrogio, 2018. "Fishing the Corporate Social Responsibility risk factors," Journal of Financial Stability, Elsevier, vol. 37(C), pages 25-48.
    33. Dam, Lammertjan & Scholtens, Bert, 2015. "Toward a theory of responsible investing: On the economic foundations of corporate social responsibility," Resource and Energy Economics, Elsevier, vol. 41(C), pages 103-121.
    34. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    35. Luo, H. Arthur & Balvers, Ronald J., 2017. "Social Screens and Systematic Investor Boycott Risk," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(1), pages 365-399, February.
    36. Galema, Rients & Plantinga, Auke & Scholtens, Bert, 2008. "The stocks at stake: Return and risk in socially responsible investment," Journal of Banking & Finance, Elsevier, vol. 32(12), pages 2646-2654, December.
    37. Rob Bauer & Jeroen Derwall & Rogér Otten, 2007. "The Ethical Mutual Fund Performance Debate: New Evidence from Canada," Journal of Business Ethics, Springer, vol. 70(2), pages 111-124, January.
    38. Kempf, Alexander & Osthoff, Peer, 2007. "The effect of socially responsible investing on portfolio performance," CFR Working Papers 06-10, University of Cologne, Centre for Financial Research (CFR).
    39. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    40. William F. Sharpe, 1964. "Capital Asset Prices: A Theory Of Market Equilibrium Under Conditions Of Risk," Journal of Finance, American Finance Association, vol. 19(3), pages 425-442, September.
    41. Dominique Diouf & Tessa Hebb & El Hadji Touré, 2016. "Exploring Factors that Influence Social Retail Investors’ Decisions: Evidence from Desjardins Fund," Journal of Business Ethics, Springer, vol. 134(1), pages 45-67, March.
    42. Humphrey, Jacquelyn E. & Lee, Darren D. & Shen, Yaokan, 2012. "Does it cost to be sustainable?," Journal of Corporate Finance, Elsevier, vol. 18(3), pages 626-639.
    43. Alexander Kempf & Peer Osthoff, 2007. "The Effect of Socially Responsible Investing on Portfolio Performance," European Financial Management, European Financial Management Association, vol. 13(5), pages 908-922, November.
    44. Brennan, Michael J. & Chordia, Tarun & Subrahmanyam, Avanidhar, 1998. "Alternative factor specifications, security characteristics, and the cross-section of expected stock returns," Journal of Financial Economics, Elsevier, vol. 49(3), pages 345-373, September.
    45. Blitz, D.C. & van Vliet, P., 2007. "The Volatility Effect: Lower Risk without Lower Return," ERIM Report Series Research in Management ERS-2007-044-F&A, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
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    Cited by:

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    2. Dahlström, Petter & Lööf, Hans & Sahamkhadam, Maziar & Stephan, Andreas, 2023. "Science-based emission targets and risk-adjusted portfolio return: An analysis using global SBTi-validated stocks," Working Paper Series in Economics and Institutions of Innovation 492, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    3. Ni, Yinan & Sun, Yanfei, 2023. "Environmental, social, and governance premium in Chinese stock markets," Global Finance Journal, Elsevier, vol. 55(C).
    4. Michele Azzone & Emilio Barucci & Davide Stocco, 2024. "Asset management with an ESG mandate," Papers 2403.11622, arXiv.org.
    5. Becchetti, Leonardo & Ciciretti, Rocco & Dalò, Ambrogio, 2018. "Fishing the Corporate Social Responsibility risk factors," Journal of Financial Stability, Elsevier, vol. 37(C), pages 25-48.
    6. Roy Cerqueti & Rocco Ciciretti & Ambrogio Dalò & Marco Nicolosi, 2022. "Mitigating Contagion Risk by ESG Investing," Sustainability, MDPI, vol. 14(7), pages 1-13, March.
    7. Mario La Torre & Fabiomassimo Mango & Arturo Cafaro & Sabrina Leo, 2020. "Does the ESG Index Affect Stock Return? Evidence from the Eurostoxx50," Sustainability, MDPI, vol. 12(16), pages 1-12, August.
    8. Maria Rodionova & Angi Skhvediani & Tatiana Kudryavtseva, 2022. "ESG as a Booster for Logistics Stock Returns—Evidence from the US Stock Market," Sustainability, MDPI, vol. 14(19), pages 1-26, September.

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    More about this item

    Keywords

    Socially responsible investment; ESG premium; EIV correction;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • C58 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Financial Econometrics

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