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Environmental, Social, Governance scores and the Missing pillar -- Why does missing information matter?

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Listed:
  • Ozge Sahin
  • Karoline Bax
  • Claudia Czado
  • Sandra Paterlini

Abstract

Environmental, Social, and Governance (ESG) scores measure companies' performance concerning sustainability and societal impact and are organized on three pillars: Environmental (E), Social (S), and Governance (G). These complementary non-financial ESG scores should provide information about the ESG performance and risks of different companies. However, the extent of not yet published ESG information makes the reliability of ESG scores questionable. To explicitly denote the not yet published information on ESG category scores, a new pillar, the so-called Missing (M) pillar, is formulated. Environmental, Social, Governance, and Missing (ESGM) scores are introduced to consider the potential release of new information in the future. Furthermore, an optimization scheme is proposed to compute ESGM scores, linking them to the companies' riskiness. By relying on the data provided by Refinitiv, we show that the ESGM scores strengthen the companies' risk relationship. These new scores could benefit investors and practitioners as ESG exclusion strategies using only ESG scores might exclude assets with a low score solely because of their missing information and not necessarily because of a low ESG merit.

Suggested Citation

  • Ozge Sahin & Karoline Bax & Claudia Czado & Sandra Paterlini, 2021. "Environmental, Social, Governance scores and the Missing pillar -- Why does missing information matter?," Papers 2106.15466, arXiv.org, revised Jun 2022.
  • Handle: RePEc:arx:papers:2106.15466
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    1. Utz, Sebastian & Wimmer, Maximilian & Hirschberger, Markus & Steuer, Ralph E., 2014. "Tri-criterion inverse portfolio optimization with application to socially responsible mutual funds," European Journal of Operational Research, Elsevier, vol. 234(2), pages 491-498.
    2. Fatemi, Ali & Glaum, Martin & Kaiser, Stefanie, 2018. "ESG performance and firm value: The moderating role of disclosure," Global Finance Journal, Elsevier, vol. 38(C), pages 45-64.
    3. Aas, Kjersti & Czado, Claudia & Frigessi, Arnoldo & Bakken, Henrik, 2009. "Pair-copula constructions of multiple dependence," Insurance: Mathematics and Economics, Elsevier, vol. 44(2), pages 182-198, April.
    4. Henke, Hans-Martin, 2016. "The effect of social screening on bond mutual fund performance," Journal of Banking & Finance, Elsevier, vol. 67(C), pages 69-84.
    5. Romilda Mazzotta & Giovanni Bronzetti & Stefania Veltri, 2020. "Are mandatory non‐financial disclosures credible? Evidence from Italian listed companies," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(4), pages 1900-1913, July.
    6. Gunnar Friede & Timo Busch & Alexander Bassen, 2015. "ESG and financial performance: aggregated evidence from more than 2000 empirical studies," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 5(4), pages 210-233, October.
    7. Monica Billio & Michele Costola & Iva Hristova & Carmelo Latino & Loriana Pelizzon, 2021. "Inside the ESG ratings: (Dis)agreement and performance," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 28(5), pages 1426-1445, September.
    8. Valentina Lagasio & Nicola Cucari, 2019. "Corporate governance and environmental social governance disclosure: A meta‐analytical review," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 26(4), pages 701-711, July.
    9. N. C. Ashwin Kumar & Camille Smith & Leïla Badis & Nan Wang & Paz Ambrosy & Rodrigo Tavares, 2016. "ESG factors and risk-adjusted performance: a new quantitative model," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 6(4), pages 292-300, October.
    10. Riccardo Santamaria & Francesco Paolone & Nicola Cucari & Luca Dezi, 2021. "Non‐financial strategy disclosure and environmental, social and governance score: Insight from a configurational approach," Business Strategy and the Environment, Wiley Blackwell, vol. 30(4), pages 1993-2007, May.
    11. Puggioni, Daniela & Stefanou, Spiro E., 2019. "The value of being socially responsible: A primal-dual approach," European Journal of Operational Research, Elsevier, vol. 276(3), pages 1090-1103.
    12. Moinak Maiti, 2021. "Is ESG the succeeding risk factor?," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 11(3), pages 199-213, July.
    13. Lööf, Hans & Sahamkhadam, Maziar & Stephan, Andreas, 2022. "Is Corporate Social Responsibility investing a free lunch? The relationship between ESG, tail risk, and upside potential of stocks before and during the COVID-19 crisis," Finance Research Letters, Elsevier, vol. 46(PB).
    14. Oliveira, Renata & Zanella, Andreia & Camanho, Ana S., 2019. "The assessment of corporate social responsibility: The construction of an industry ranking and identification of potential for improvement," European Journal of Operational Research, Elsevier, vol. 278(2), pages 498-513.
    15. Rajna Gibson & Philipp Krueger & Nadine Riand & Peter Steffen Schmidt, 2019. "ESG Rating Disagreement and Stock Returns," Swiss Finance Institute Research Paper Series 19-67, Swiss Finance Institute.
    16. Jingyan Zhang & Jan De Spiegeleer & Wim Schoutens, 2021. "Implied Tail Risk and ESG Ratings," Mathematics, MDPI, vol. 9(14), pages 1-16, July.
    17. El Ghoul, Sadok & Karoui, Aymen, 2017. "Does corporate social responsibility affect mutual fund performance and flows?," Journal of Banking & Finance, Elsevier, vol. 77(C), pages 53-63.
    18. Sonali Bhattacharya & Dipasha Sharma, 2019. "Do environment, social and governance performance impact credit ratings: a study from India," International Journal of Ethics and Systems, Emerald Group Publishing Limited, vol. 35(3), pages 466-484, June.
    19. 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.
    20. Iordanis Kalaitzoglou & Hui Pan & Jacek Niklewski, 2021. "Corporate social responsibility: How much is enough? A higher dimension perspective of the relationship between financial and social performance," Annals of Operations Research, Springer, vol. 306(1), pages 209-245, November.
    21. Cornett, Marcia Millon & Erhemjamts, Otgontsetseg & Tehranian, Hassan, 2016. "Greed or good deeds: An examination of the relation between corporate social responsibility and the financial performance of U.S. commercial banks around the financial crisis," Journal of Banking & Finance, Elsevier, vol. 70(C), pages 137-159.
    22. Dolf Diemont & Kyle Moore & Aloy Soppe, 2016. "The Downside of Being Responsible: Corporate Social Responsibility and Tail Risk," Journal of Business Ethics, Springer, vol. 137(2), pages 213-229, August.
    23. Michael Shafer & Edward Szado, 2020. "Environmental, social, and governance practices and perceived tail risk," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(4), pages 4195-4224, December.
    24. Witold J. Henisz & James McGlinch, 2019. "ESG, Material Credit Events, and Credit Risk," Journal of Applied Corporate Finance, Morgan Stanley, vol. 31(2), pages 105-117, June.
    25. Muhammad Farid Ahmed & Yang Gao & Stephen Satchell, 2021. "Modeling demand for ESG," The European Journal of Finance, Taylor & Francis Journals, vol. 27(16), pages 1669-1683, November.
    26. Chen-En Hou & Wen-Min Lu & Shiu-Wan Hung, 2019. "Does CSR matter? Influence of corporate social responsibility on corporate performance in the creative industry," Annals of Operations Research, Springer, vol. 278(1), pages 255-279, July.
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    2. Karoline Bax & Giovanni Bonaccolto & Sandra Paterlini, 2023. "Do lower environmental, social, and governance (ESG) rated companies have higher systemic impact? Empirical evidence from Europe and the United States," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 30(3), pages 1406-1420, May.
    3. Mio, Chiara & Fasan, Marco & Scarpa, Francesco, 2023. "Materiality investor perspectives on utilities’ ESG performance. An empirical analysis of ESG factors and cost of equity," Utilities Policy, Elsevier, vol. 82(C).
    4. Albertina Paula Monteiro & Catarina Cepêda & Cláudia Pereira & Amélia Silva, 2023. "Social Performance Disclosed by European Companies: The Role of the Board Attributes and the Country’s Legal System," JRFM, MDPI, vol. 16(6), pages 1-15, May.

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