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Integrating ESG Analysis into Smart Beta Strategies

Author

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  • Federica Ielasi

    (Department of Economics and Management, University of Florence, 50121 Florence, Italy)

  • Paolo Ceccherini

    (Banca Monte dei Paschi di Siena, 53100 Siena, Italy
    The opinions expressed by the author do not involve the home institution.)

  • Pietro Zito

    (Department of Economics and Management, University of Florence, 50121 Florence, Italy)

Abstract

Smart beta strategy is an increasingly frequent approach to investment analysis for portfolio selection and optimization and it can be combined with environmental, social, and governance (ESG) considerations. In order to verify the impact of the integration between ESG and smart beta analysis, first we apply a portfolio rebalancing based on ESG scores on securities selected according to different smart beta strategies (ex-post ESG rebalancing approach). Secondly, we apply different smart beta approaches to sustainable portfolios, screened according to the issuers’ ESG scores (ex-ante ESG screening approach). We find that ESG rebalancing and screening are able to impact both on return and risk statistics, but with a different level of efficiency for each smart beta strategy. ESG rebalancing proves to be particularly efficient when it is applied to a “Value” portfolio. On the other hand, when smart beta is applied to ESG-screened portfolios, “Growth” is the strategy which shows the highest increase in risk-adjusted performance, particularly in the US. Minimum volatility proves to be the most efficient smart beta strategy for sustainable portfolios. In general, the increase in the level of sustainability does not deteriorate the risk-adjusted performances of most smart beta strategies.

Suggested Citation

  • Federica Ielasi & Paolo Ceccherini & Pietro Zito, 2020. "Integrating ESG Analysis into Smart Beta Strategies," Sustainability, MDPI, vol. 12(22), pages 1-22, November.
    • Handle: RePEc:gam:jsusta:v:12:y:2020:i:22:p:9351-:d:443134
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    as
    1. Thuy Thi Thu Truong & Jungmu Kim, 2019. "Do Corporate Social Responsibility Activities Reduce Credit Risk? Short and Long-Term Perspectives," Sustainability, MDPI, vol. 11(24), pages 1-16, December.
    2. 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.
    3. 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.
    4. Peixin Li & Rongxi Zhou & Yahui Xiong, 2020. "Can ESG Performance Affect Bond Default Rate? Evidence from China," Sustainability, MDPI, vol. 12(7), pages 1-12, April.
    5. Basu, Sanjoy, 1983. "The relationship between earnings' yield, market value and return for NYSE common stocks : Further evidence," Journal of Financial Economics, Elsevier, vol. 12(1), pages 129-156, June.
    6. Sadok El Ghoul & Omrane Guedhami & Hakkon Kim & Kwangwoo Park, 2018. "Corporate Environmental Responsibility and the Cost of Capital: International Evidence," Journal of Business Ethics, Springer, vol. 149(2), pages 335-361, May.
    7. Gunther Capelle-Blancard & Stéphanie Monjon, 2011. "The Performance of Socially Responsible Funds: Does the Screening Process Matter?," Working Papers 2011-12, CEPII research center.
    8. Shahwali Khan & Michael E. Bradbury & Steven Cahan, 2016. "The volatility of comprehensive income and its association with market risk," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 56(3), pages 727-748, September.
    9. Michele Siri & Shanshan Zhu, 2019. "Will the EU Commission Successfully Integrate Sustainability Risks and Factors in the Investor Protection Regime? A Research Agenda," Sustainability, MDPI, vol. 11(22), pages 1-23, November.
    10. William Martin, 2009. "Socially Responsible Investing: Is Your Fiduciary Duty at Risk?," Journal of Business Ethics, Springer, vol. 90(4), pages 549-560, December.
    11. Fernando García & Jairo González-Bueno & Francisco Guijarro & Javier Oliver, 2020. "Forecasting the Environmental, Social, and Governance Rating of Firms by Using Corporate Financial Performance Variables: A Rough Set Approach," Sustainability, MDPI, vol. 12(8), pages 1-18, April.
    12. Jun Xie & Wataru Nozawa & Michiyuki Yagi & Hidemichi Fujii & Shunsuke Managi, 2019. "Do environmental, social, and governance activities improve corporate financial performance?," Business Strategy and the Environment, Wiley Blackwell, vol. 28(2), pages 286-300, February.
    13. 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.
    14. Changhong Zhao & Yu Guo & Jiahai Yuan & Mengya Wu & Daiyu Li & Yiou Zhou & Jiangang Kang, 2018. "ESG and Corporate Financial Performance: Empirical Evidence from China’s Listed Power Generation Companies," Sustainability, MDPI, vol. 10(8), pages 1-18, July.
    15. Pieter Jan Trinks & Bert Scholtens, 2017. "The Opportunity Cost of Negative Screening in Socially Responsible Investing," Journal of Business Ethics, Springer, vol. 140(2), pages 193-208, January.
    16. Auer, Benjamin R. & Schuhmacher, Frank, 2016. "Do socially (ir)responsible investments pay? New evidence from international ESG data," The Quarterly Review of Economics and Finance, Elsevier, vol. 59(C), pages 51-62.
    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. Mollet, Janick Christian & Ziegler, Andreas, 2014. "Socially responsible investing and stock performance: New empirical evidence for the US and European stock markets," Review of Financial Economics, Elsevier, vol. 23(4), pages 208-216.
    21. Pornsit Jiraporn & Napatsorn Jiraporn & Adisak Boeprasert & Kiyoung Chang, 2014. "Does Corporate Social Responsibility (CSR) Improve Credit Ratings? Evidence from Geographic Identification," Financial Management, Financial Management Association International, vol. 43(3), pages 505-531, September.
    22. Banz, Rolf W., 1981. "The relationship between return and market value of common stocks," Journal of Financial Economics, Elsevier, vol. 9(1), pages 3-18, March.
    23. Renneboog, Luc & Ter Horst, Jenke & Zhang, Chendi, 2008. "Socially responsible investments: Institutional aspects, performance, and investor behavior," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1723-1742, September.
    24. El Ghoul, Sadok & Guedhami, Omrane & Kwok, Chuck C.Y. & Mishra, Dev R., 2011. "Does corporate social responsibility affect the cost of capital?," Journal of Banking & Finance, Elsevier, vol. 35(9), pages 2388-2406, September.
    25. Stephen Brammer & Chris Brooks & Stephen Pavelin, 2006. "Corporate Social Performance and Stock Returns: UK Evidence from Disaggregate Measures," Financial Management, Financial Management Association International, vol. 35(3), pages 97-116, September.
    26. Fama, Eugene F. & French, Kenneth R., 2015. "A five-factor asset pricing model," Journal of Financial Economics, Elsevier, vol. 116(1), pages 1-22.
    27. Kim, Yongtae & Li, Haidan & Li, Siqi, 2014. "Corporate social responsibility and stock price crash risk," Journal of Banking & Finance, Elsevier, vol. 43(C), pages 1-13.
    28. Najah Attig & Sadok El Ghoul & Omrane Guedhami & Jungwon Suh, 2013. "Corporate Social Responsibility and Credit Ratings," Journal of Business Ethics, Springer, vol. 117(4), pages 679-694, November.
    29. 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.
    30. Federica Ielasi & Monica Rossolini, 2019. "Responsible or Thematic? The True Nature of Sustainability-Themed Mutual Funds," Sustainability, MDPI, vol. 11(12), pages 1-17, June.
    31. Becchetti, Leonardo & Ciciretti, Rocco & Hasan, Iftekhar, 2015. "Corporate social responsibility, stakeholder risk, and idiosyncratic volatility," Journal of Corporate Finance, Elsevier, vol. 35(C), pages 297-309.
    32. 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.
    33. Krishna Udayasankar, 2008. "Corporate Social Responsibility and Firm Size," Journal of Business Ethics, Springer, vol. 83(2), pages 167-175, December.
    34. 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.
    35. Ga-Young Jang & Hyoung-Goo Kang & Ju-Yeong Lee & Kyounghun Bae, 2020. "ESG Scores and the Credit Market," Sustainability, MDPI, vol. 12(8), pages 1-13, April.
    36. Novy-Marx, Robert, 2013. "The other side of value: The gross profitability premium," Journal of Financial Economics, Elsevier, vol. 108(1), pages 1-28.
    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. 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.
    39. repec:dau:papers:123456789/7347 is not listed on IDEAS
    40. Sakis Kotsantonis & Chris Pinney & George Serafeim, 2016. "ESG Integration in Investment Management: Myths and Realities," Journal of Applied Corporate Finance, Morgan Stanley, vol. 28(2), pages 10-16, June.
    41. 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.
    42. 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.
    43. Edmans, Alex, 2011. "Does the stock market fully value intangibles? Employee satisfaction and equity prices," Journal of Financial Economics, Elsevier, vol. 101(3), pages 621-640, September.
    44. Sudheer Chava, 2014. "Environmental Externalities and Cost of Capital," Management Science, INFORMS, vol. 60(9), pages 2223-2247, September.
    45. 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.
    46. 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).
    47. Elena Escrig-Olmedo & María Ángeles Fernández-Izquierdo & Idoya Ferrero-Ferrero & Juana María Rivera-Lirio & María Jesús Muñoz-Torres, 2019. "Rating the Raters: Evaluating how ESG Rating Agencies Integrate Sustainability Principles," Sustainability, MDPI, vol. 11(3), pages 1-16, February.
    48. Fabio Alessandrini & Eric Jondeau, 2019. "ESG Investing: From Sin Stocks to Smart Beta," Swiss Finance Institute Research Paper Series 19-16, Swiss Finance Institute, revised Mar 2019.
    49. Justyna Przychodzen & Fernando Gómez-Bezares & Wojciech Przychodzen & Mikel Larreina, 2016. "ESG Issues among Fund Managers—Factors and Motives," Sustainability, MDPI, vol. 8(10), pages 1-19, October.
    50. 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.
    51. Nofsinger, John & Varma, Abhishek, 2014. "Socially responsible funds and market crises," Journal of Banking & Finance, Elsevier, vol. 48(C), pages 180-193.
    52. Gunther Capelle†Blancard & Stéphanie Monjon, 2014. "The Performance of Socially Responsible Funds: Does the Screening Process Matter?," European Financial Management, European Financial Management Association, vol. 20(3), pages 494-520, June.
    53. Caterina De Lucia & Pasquale Pazienza & Mark Bartlett, 2020. "Does Good ESG Lead to Better Financial Performances by Firms? Machine Learning and Logistic Regression Models of Public Enterprises in Europe," Sustainability, MDPI, vol. 12(13), pages 1-29, July.
    54. Karen Paul, 2017. "The effect of business cycle, market return and momentum on financial performance of socially responsible investing mutual funds," Social Responsibility Journal, Emerald Group Publishing Limited, vol. 13(3), pages 513-528, August.
    55. 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.
    56. Tim Verheyden & Robert G. Eccles & Andreas Feiner, 2016. "ESG for All? The Impact of ESG Screening on Return, Risk, and Diversification," Journal of Applied Corporate Finance, Morgan Stanley, vol. 28(2), pages 47-55, June.
    57. Glen Dowell & Stuart Hart & Bernard Yeung, 2000. "Do Corporate Global Environmental Standards Create or Destroy Market Value?," Management Science, INFORMS, vol. 46(8), pages 1059-1074, August.
    58. Alfonso Del Giudice & Silvia Rigamonti, 2020. "Does Audit Improve the Quality of ESG Scores? Evidence from Corporate Misconduct," Sustainability, MDPI, vol. 12(14), pages 1-16, July.
    59. Laura Fabregat-Aibar & M. Glòria Barberà-Mariné & Antonio Terceño & Laia Pié, 2019. "A Bibliometric and Visualization Analysis of Socially Responsible Funds," Sustainability, MDPI, vol. 11(9), pages 1-17, May.
    60. Xisong Jin, 2018. "How much does book value data tell us about systemic risk and its interactions with the macroeconomy? A Luxembourg empirical evaluation," BCL working papers 118, Central Bank of Luxembourg.
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