IDEAS home Printed from https://ideas.repec.org/a/gam/jjrfmx/v17y2024i11p517-d1523125.html
   My bibliography  Save this article

The Relationship Between ESG Scores and Value-at-Risk: A Vine Copula–GARCH Based Approach

Author

Listed:
  • Stefano Demartis

    (Department of Statistical Sciences, Sapienza University of Rome, 00185 Rome, Italy)

  • Barbara Rogo

    (Department of Statistical Sciences, Sapienza University of Rome, 00185 Rome, Italy)

Abstract

Recently, the introduction of Environmental, Social, and Governance (ESG) scores has become crucial for investment decisions and in minimizing portfolio risk. This study aims to understand the relationship between ESG scores and Value-at-Risk (VaR), computed by using a Vine copula–GARCH based approach, chosen for its reliability in detecting interdependencies among multiple stocks. In fact, one of the main challenges in estimating VaR for a stock portfolio is capturing the dependence structure among a large number of assets. The dataset consists of 16 companies listed on the FTSE100 index. The corresponding ESG scores were collected over a comprehensive period of five years, from 2018 to 2022, covering both normal and stressed market conditions. Additionally, a focused analysis was conducted for the period from 2020 to 2022 to isolate the specific effects of the COVID crisis. The results indicate that an increase in assets with the highest ESG scores reduces potential losses in the portfolio. This finding underscores the importance of integrating high-level ESG scores into portfolios to mitigate market risk. Additionally, during periods characterized by stressed market conditions, the impact of ESG scores on VaR is even more pronounced, demonstrating that sustainable assets are more resilient in times of crisis.

Suggested Citation

  • Stefano Demartis & Barbara Rogo, 2024. "The Relationship Between ESG Scores and Value-at-Risk: A Vine Copula–GARCH Based Approach," JRFM, MDPI, vol. 17(11), pages 1-16, November.
    • Handle: RePEc:gam:jjrfmx:v:17:y:2024:i:11:p:517-:d:1523125
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1911-8074/17/11/517/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1911-8074/17/11/517/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ichev, Riste & Valentinčič, Aljoša, 2025. "The effect of impact investing on performance of private firms," Research in International Business and Finance, Elsevier, vol. 73(PA).
    2. Preeti Sharma & Priyanka Panday & R. C. Dangwal, 2020. "Determinants of environmental, social and corporate governance (ESG) disclosure: a study of Indian companies," International Journal of Disclosure and Governance, Palgrave Macmillan, vol. 17(4), pages 208-217, December.
    3. Won-Kyu Lim & Cheong-Kyu Park, 2022. "Mandating Gender Diversity and the Value Relevance of Sustainable Development Disclosure," Sustainability, MDPI, vol. 14(12), pages 1-12, June.
    4. Choi, Gahyun & Park, Kwangyeol & Yi, Eojin & Ahn, Kwangwon, 2023. "Price fairness: Clean energy stocks and the overall market," Chaos, Solitons & Fractals, Elsevier, vol. 168(C).
    5. Freundt, Jana & Lange, Andreas, 2021. "On the voluntary provision of public goods under risk," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 93(C).
    6. Willem Schramade, 2016. "Integrating ESG into valuation models and investment decisions: the value-driver adjustment approach," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 6(2), pages 95-111, April.
    7. Florian Kiesel & Felix Lücke, 2019. "ESG in credit ratings and the impact on financial markets," Financial Markets, Institutions & Instruments, John Wiley & Sons, vol. 28(3), pages 263-290, August.
    8. K. Thomas Liaw, 2020. "Survey of Green Bond Pricing and Investment Performance," JRFM, MDPI, vol. 13(9), pages 1-12, August.
    9. Meles, Antonio & Salerno, Dario & Sampagnaro, Gabriele & Verdoliva, Vincenzo & Zhang, Jianing, 2023. "The influence of green innovation on default risk: Evidence from Europe," International Review of Economics & Finance, Elsevier, vol. 84(C), pages 692-710.
    10. Zhang, Dongyang, 2023. "Does green finance really inhibit extreme hypocritical ESG risk? A greenwashing perspective exploration," Energy Economics, Elsevier, vol. 121(C).
    11. Al-Shaer, Habiba & Uyar, Ali & Kuzey, Cemil & Karaman, Abdullah S., 2023. "Do shareholders punish or reward excessive CSR engagement? Moderating effect of cash flow and firm growth," International Review of Financial Analysis, Elsevier, vol. 88(C).
    12. Pruthiranjan Dwibedi & Debasis Pahi & Antarjyami Sahu, 2024. "Mapping the landscape of environmental, social and governance research: A bibliometric analysis," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 31(5), pages 3745-3767, September.
    13. Halit Gonenc & Bert Scholtens, 2019. "Responsibility and Performance Relationship in the Banking Industry," Sustainability, MDPI, vol. 11(12), pages 1-49, June.
    14. Ballester, Laura & González-Urteaga, Ana & Shen, Long, 2024. "Green bond issuance and credit risk: International evidence," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 94(C).
    15. Chung, Yessica C.Y. & Kunene, Noxolo & Chang, Hung-Hao, 2024. "Renewable energy certificates and firm value: Empirical evidence in Taiwan," Energy Policy, Elsevier, vol. 184(C).
    16. Alena Kocmanová & Marie Pavláková Dočekalová & Tomáš Meluzín & Stanislav Škapa, 2020. "Sustainable Investing Model for Decision Makers (Based On Research of Manufacturing Industry in the Czech Republic)," Sustainability, MDPI, vol. 12(20), pages 1-27, October.
    17. Simon Dikau & Nick Robins & Matthias Täger, 2019. "Building a sustainable financial system: the state of practice and future priorities," Financial Stability Review, Banco de España, issue Autumn.
    18. Wong, Woei Chyuan & Batten, Jonathan A. & Ahmad, Abd Halim & Mohamed-Arshad, Shamsul Bahrain & Nordin, Sabariah & Adzis, Azira Abdul, 2021. "Does ESG certification add firm value?," Finance Research Letters, Elsevier, vol. 39(C).
    19. Ariana Chang & Tian‐Shyug Lee & Hsiu‐Mei Lee, 2024. "Applying sustainable development goals in financial forecasting using machine learning techniques," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 31(3), pages 2277-2289, May.
    20. Danny Zhao‐Xiang Huang, 2022. "An integrated theory of the firm approach to environmental, social and governance performance," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(S1), pages 1567-1598, April.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jjrfmx:v:17:y:2024:i:11:p:517-:d:1523125. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.