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Does ESG impact systemic risk? Evidencing an inverted U-shape relationship for major energy firms

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  • Anwer, Zaheer
  • Goodell, John W.
  • Migliavacca, Milena
  • Paltrinieri, Andrea

Abstract

Following recent financial, health, and geopolitical events, concerns are growing regarding the systemic risk of global energy companies. We assess the impact of environmental, social, and governance (ESG) performance on the systemic risk of leading energy firms. For 158 energy firms from 16 countries for 2010–2021, we evidence that while ESG shows positive association with default risk, squared values of ESG performance are negatively significant, consistent with an inverted U-shaped association. Moreover, better ESG disclosure and carbon performance also reduce default risk. We interpret our results as the beneficial impact of ESG on lowering default risk depends on the threshold level of ESG investment. Results, holding only for the post GFC period, for firms with more than one environmental controversy, and for countries with higher levels of education, are consistent with an evolving need for energy firms to employ genuine ESG commitment to establish reputational capital towards enhancing resiliency.

Suggested Citation

  • Anwer, Zaheer & Goodell, John W. & Migliavacca, Milena & Paltrinieri, Andrea, 2023. "Does ESG impact systemic risk? Evidencing an inverted U-shape relationship for major energy firms," Journal of Economic Behavior & Organization, Elsevier, vol. 216(C), pages 10-25.
  • Handle: RePEc:eee:jeborg:v:216:y:2023:i:c:p:10-25
    DOI: 10.1016/j.jebo.2023.10.011
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    as
    1. Acharya, Viral V., 2009. "A theory of systemic risk and design of prudential bank regulation," Journal of Financial Stability, Elsevier, vol. 5(3), pages 224-255, September.
    2. Restrepo, Natalia & Uribe, Jorge M. & Manotas, Diego, 2018. "Financial risk network architecture of energy firms," Applied Energy, Elsevier, vol. 215(C), pages 630-642.
    3. Jin, Li & Myers, Stewart C., 2006. "R2 around the world: New theory and new tests," Journal of Financial Economics, Elsevier, vol. 79(2), pages 257-292, February.
    4. Boubaker, Sabri & Liu, Zhenya & Zhan, Yaosong, 2022. "Customer relationships, corporate social responsibility, and stock price reaction: Lessons from China during health crisis times," Finance Research Letters, Elsevier, vol. 47(PB).
    5. Cerqueti, Roy & Ciciretti, Rocco & Dalò, Ambrogio & Nicolosi, Marco, 2021. "ESG investing: A chance to reduce systemic risk," Journal of Financial Stability, Elsevier, vol. 54(C).
    6. Gaies, Brahim & Jahmane, Abderrahmane, 2022. "Corporate social responsibility, financial globalization and bank soundness in Europe – Novel evidence from a GMM panel VAR approach," Finance Research Letters, Elsevier, vol. 47(PB).
    7. Robert A. Jarrow & Stuart M. Turnbull, 2008. "Pricing Derivatives on Financial Securities Subject to Credit Risk," World Scientific Book Chapters, in: Financial Derivatives Pricing Selected Works of Robert Jarrow, chapter 17, pages 377-409, World Scientific Publishing Co. Pte. Ltd..
    8. Remmer Sassen & Anne-Kathrin Hinze & Inga Hardeck, 2016. "Impact of ESG factors on firm risk in Europe," Journal of Business Economics, Springer, vol. 86(8), pages 867-904, November.
    9. Nguyen, Dung Thuy Thi & Diaz-Rainey, Ivan & Roberts, Helen & Le, Minh, 2021. "Loans from my neighbours: East Asian commercial banks, financial integration, and bank default risk," International Review of Financial Analysis, Elsevier, vol. 74(C).
    10. George Marian Aevoae & Alin Marius Andrieș & Steven Ongena & Nicu Sprincean, 2023. "ESG and systemic risk," Applied Economics, Taylor & Francis Journals, vol. 55(27), pages 3085-3109, June.
    11. 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.
    12. Corbet, Shaen & Goodell, John W. & Günay, Samet, 2020. "Co-movements and spillovers of oil and renewable firms under extreme conditions: New evidence from negative WTI prices during COVID-19," Energy Economics, Elsevier, vol. 92(C).
    13. Boubaker, Sabri & Cellier, Alexis & Manita, Riadh & Saeed, Asif, 2020. "Does corporate social responsibility reduce financial distress risk?," Economic Modelling, Elsevier, vol. 91(C), pages 835-851.
    14. 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.
    15. Merton, Robert C, 1974. "On the Pricing of Corporate Debt: The Risk Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 29(2), pages 449-470, May.
    16. 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.
    17. Cohen Gil, 2022. "What can we learn from the financial market about sustainability?," Environment Systems and Decisions, Springer, vol. 42(1), pages 1-7, March.
    18. Ronald W. Masulis & Syed Walid Reza, 2015. "Agency Problems of Corporate Philanthropy," The Review of Financial Studies, Society for Financial Studies, vol. 28(2), pages 592-636.
    19. Gabriela Almeida Marcon Nora & Anete Alberton & Diego Hernando Florez Ayala, 2023. "Stakeholder theory and actor‐network theory: The stakeholder engagement in energy transitions," Business Strategy and the Environment, Wiley Blackwell, vol. 32(1), pages 673-685, January.
    20. Corbet, Shaen & Goodell, John W., 2022. "The reputational contagion effects of ransomware attacks," Finance Research Letters, Elsevier, vol. 47(PB).
    21. Jaepil Choi & Heli Wang, 2009. "Stakeholder relations and the persistence of corporate financial performance," Strategic Management Journal, Wiley Blackwell, vol. 30(8), pages 895-907, August.
    22. Duffie, Darrell & Singleton, Kenneth J, 1999. "Modeling Term Structures of Defaultable Bonds," The Review of Financial Studies, Society for Financial Studies, vol. 12(4), pages 687-720.
    23. Laura Chiaramonte & Alberto Dreassi & Claudia Girardone & Stefano Piserà, 2022. "Do ESG strategies enhance bank stability during financial turmoil? Evidence from Europe," The European Journal of Finance, Taylor & Francis Journals, vol. 28(12), pages 1173-1211, August.
    24. Muhammad Atif & Searat Ali, 2021. "Environmental, social and governance disclosure and default risk," Business Strategy and the Environment, Wiley Blackwell, vol. 30(8), pages 3937-3959, December.
    25. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
    26. Ohlson, Ja, 1980. "Financial Ratios And The Probabilistic Prediction Of Bankruptcy," Journal of Accounting Research, Wiley Blackwell, vol. 18(1), pages 109-131.
    27. Stef, Nicolae & Bissieux, Jean-Joachim, 2022. "Resolution of corporate insolvency during COVID-19 pandemic. Evidence from France," International Review of Law and Economics, Elsevier, vol. 70(C).
    28. Ben Cheikh, Nidhaleddine & Ben Zaied, Younes & Saidi, Sana & Sellami, Mohamed, 2022. "Global pandemic crisis and risk contagion in GCC stock markets," Journal of Economic Behavior & Organization, Elsevier, vol. 202(C), pages 746-761.
    29. Liang, Deron & Lu, Chia-Chi & Tsai, Chih-Fong & Shih, Guan-An, 2016. "Financial ratios and corporate governance indicators in bankruptcy prediction: A comprehensive study," European Journal of Operational Research, Elsevier, vol. 252(2), pages 561-572.
    30. Gormus, N. Alper & Soytas, Ugur & Diltz, J. David, 2014. "Volatility transmission between energy-related asset classes," Global Finance Journal, Elsevier, vol. 25(3), pages 246-259.
    31. Philippe Artzner & Freddy Delbaen, 1995. "Default Risk Insurance And Incomplete Markets1," Mathematical Finance, Wiley Blackwell, vol. 5(3), pages 187-195, July.
    32. Stewart Jones, 2017. "Corporate bankruptcy prediction: a high dimensional analysis," Review of Accounting Studies, Springer, vol. 22(3), pages 1366-1422, September.
    33. Nicolae Stef, 2021. "Institutions and corporate financial distress in Central and Eastern Europe," European Journal of Law and Economics, Springer, vol. 52(1), pages 57-87, August.
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    Cited by:

    1. Zhang, Dongyang & Bai, Dingchuan & Chen, Xingyu, 2024. "Can crude oil futures market volatility motivate peer firms in competing ESG performance? An exploration of Shanghai International Energy Exchange," Energy Economics, Elsevier, vol. 129(C).

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    More about this item

    Keywords

    Energy companies; Systemic risk; Probability of default; ESG; Non-financial performance; Thomson reuters ESG score; Bloomberg disclosure score;
    All these keywords.

    JEL classification:

    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • L72 - Industrial Organization - - Industry Studies: Primary Products and Construction - - - Mining, Extraction, and Refining: Other Nonrenewable Resources
    • Q40 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - General
    • Q56 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environment and Development; Environment and Trade; Sustainability; Environmental Accounts and Accounting; Environmental Equity; Population Growth

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