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ESG compliant optimal portfolios: The impact of ESG constraints on portfolio optimization in a sample of European stocks

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  • Costanza Torricelli
  • Beatrice Bertelli

Abstract

The introduction of the Environmental, Social, Governance (ESG) dimensions in setting up optimal portfolios has been becoming of uttermost importance for the financial industry. Given the absence of consensus in empirical literature and the limited number of studies providing performance comparison of ESG strategies, the aim of this paper is to assess the impact of ESG on optimal portfolios and to compare different approaches to the construction of ESG compliant portfolios. Following Varmaz et al. (2022) optimization model, we minimize portfolio residual risk by imposing a desired level of portfolio average systemic risk and ESG (measured by Bloomberg ESG score) over both an unscreened and a screened sample based on the 586 stocks of the EURO STOXX Index in the period January 2007 – August 2022. Three are the main results. First, regardless of the level of portfolio systemic risk, the Sharpe ratio of the optimal portfolios worsens as the target ESG level increases. Second, the Sharpe ratio dynamics of portfolios with the highest average ESG scores follows market phases: it is very close to/higher than other portfolios in bull markets, whereas it underperforms in stable or bear markets suggesting that ESG portfolios do not seem to represent a safe haven. Third, negative screenings with medium-low threshold reduce the performance of optimal portfolios with respect to optimization over an unscreened sample. However, when adopting a very severe screening we obtain a superior performance implying that very virtuous companies allows investors to do well by doing good.

Suggested Citation

  • Costanza Torricelli & Beatrice Bertelli, 2022. "ESG compliant optimal portfolios: The impact of ESG constraints on portfolio optimization in a sample of European stocks," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0088, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
  • Handle: RePEc:mod:wcefin:0088
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    43. Giovanni Gallo & Costanza Torricelli & Arthur van Soest, 2016. "Individual heterogeneity and pension choices: How to communicate an effective message?," Center for the Analysis of Public Policies (CAPP) 0136, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    44. Massimo Baldini & Costanza Torricelli & Maria Cesira Urzì Brancati, 2014. "Family ties: occupational responses to cope with a household income shock," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0045, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
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    48. Costanza Torricelli & Maria Cesira Urzì Brancati & Marco Santantonio, 2016. "Does Homeownership Partly Explain Low Participation in Supplementary Pension Schemes?," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 45(2), pages 179-203, July.
    49. Stefano Cosma & Francesca Pancotto & Paola Vezzani, 2018. "Customer Complaining and Probability of Default in Consumer Credit," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 18031, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
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    54. Giuseppe Marotta, 2018. "Why choosing dominated personal pension plans: sales force and financial literacy effects," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0072, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    55. Elisabetta Gualandri & Valeria Venturelli, 2013. "The financing of Italian firms and the credit crunch: findings and exit strategies," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0041, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    56. Dean Altshuler & Carlo Alberto Magni, 2015. "Introducing Aggregate Return on Investment as a Solution to the Contradiction Between Some PME Metrics and IRR," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0056, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
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    58. Elisabetta Gualandri & Andrea Landi & Valeria Venturelli, 2009. "Financial crisis and new dimensions of liquidity risk: rethinking prudential regulation and supervision," BANCARIA, Bancaria Editrice, vol. 7, pages 24-42, July.
    59. Chiara Pederzoli & Costanza Torricelli, 2019. "The impact of the Fundamental Review of the Trading Book: A preliminary assessment on a stylized portfolio," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0075, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    60. Elisabetta Gualandri & Valeria Venturelli, 2013. "The financing of Italian firms and the credit crunch: findings and exit strategies," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 13101, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
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    62. Massimo Baldini & Giovanni Gallo & Costanza Torricelli, 2017. "Past Income Scarcity and Current Perception of Financial Fragility," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 17121, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    63. Stefano Cosma & Francesca Pancotto & Paola Vezzani, 2018. "Customer Complaining and Probability of Default in Consumer Credit," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0068, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    64. Riccardo Ferretti & Pierpaolo Pattitoni & Anna Salinas, 2015. "The effectiveness of insider trading regulations: The case of the Italian tender offers," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 15309, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    65. Marianna Brunetti & Elena Giarda & Costanza Torricelli, 2016. "Is Financial Fragility a Matter of Illiquidity? An Appraisal for Italian Households," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 62(4), pages 628-649, December.
    66. Riccardo Ferretti & Francesca Pancotto & Enrico Rubaltelli, 2016. "A test of the Behavioral versus the Rational model of Persuasion in Financial Advertising," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0059, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    67. Maria Cristina Rossi & Dario Sansone & Costanza Torricelli & Arthur van Soest, 2018. "Household Preferences for Socially Responsible Investments," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 18021, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    68. Riccardo Ferretti & Francesca Pancotto & Enrico Rubaltelli, 2016. "A test of the Behavioral versus the Rational model of Persuasion in Financial Advertising," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 16105, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    69. Elisabetta Gualandri & Mario Noera, 2014. "Towards A Macroprudential Policy In The Eu: Main Issues," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0049, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    70. Chiara Pederzoli & Costanza Torricelli, 2010. "A parsimonious default prediction model for Italian SMEs," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0022, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    71. Chiara Pederzoli & Grid Thoma & Costanza Torricelli, 2011. "Modelling credit risk for innovative firms: the role of innovation measures," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 11031, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    72. Enrico Rubaltelli & Sergio Agnoli & Michela Rancan & Tiziana Pozzoli, 2015. "Emotional Intelligence and risk taking in investment decision-making," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0053, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    73. Stefano Cosma & Riccardo Ferretti & Elisabetta Gualandri & Andrea Landi & Valeria Venturelli, 2017. "How Does Financial Market Evaluate Business Models? Evidence From European Banks," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 17105, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
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    16. Elena Giarda & Gloria Moroni, 2018. "The Degree of Poverty Persistence and the Role of Regional Disparities in Italy in Comparison with France, Spain and the UK," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 136(1), pages 163-202, February.
    17. Elisabetta Gualandri & Mario Noera, 2014. "Monitoring Systemic Risk: A Survey Of The Available Macroprudential Toolkit," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0050, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
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    More about this item

    Keywords

    sustainable portfolio; portfolio optimization; investor preferences; ESG score; negative screening; portfolio performance;
    All these keywords.

    JEL classification:

    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • M14 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - Corporate Culture; Diversity; Social Responsibility
    • Q01 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - General - - - Sustainable Development

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