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Carbon default swap – disentangling the exposure to carbon risk through CDS

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  • Blasberg, Alexander
  • Kiesel, Rüdiger
  • Taschini, Luca

Abstract

Using Credit Default Swap spreads, we construct and validate a forward-looking, market-implied carbon risk (CR) factor and show that the impact of carbon regulations on firms’ credit risk varies with the regulation’s scope and stringency, and with the speed of mandated carbon reduction. We find that explicit carbon pricing sharpens lenders’ evaluations, resulting in firms under such regimes incurring three times the additional credit protection costs. This impact escalates with the proportion of a firm’s direct emissions subject to regulation – the policy’s stringency – and varies by the sector in which the firm operates. With an increase in the CR factor, lenders foresee higher costs for short-term transitions.

Suggested Citation

  • Blasberg, Alexander & Kiesel, Rüdiger & Taschini, Luca, 2024. "Carbon default swap – disentangling the exposure to carbon risk through CDS," LSE Research Online Documents on Economics 128528, London School of Economics and Political Science, LSE Library.
  • Handle: RePEc:ehl:lserod:128528
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    as
    1. World Bank, "undated". "State and Trends of Carbon Pricing: International Carbon Markets 2024," World Bank Publications - Reports 42094, The World Bank Group.
    2. Galvao, Antonio F. & Kato, Kengo, 2016. "Smoothed quantile regression for panel data," Journal of Econometrics, Elsevier, vol. 193(1), pages 92-112.
    3. Iftekhar Hasan & Liuling Liu & Gaiyan Zhang, 2016. "The Determinants of Global Bank Credit-Default-Swap Spreads," Journal of Financial Services Research, Springer;Western Finance Association, vol. 50(3), pages 275-309, December.
    4. Aldy, Joseph E. & Burtraw, Dallas & Fischer, Carolyn & Fowlie, Meredith & Williams, Roberton C. & Cropper, Maureen L., 2022. "How is the U.S. Pricing Carbon? How Could We Price Carbon?," Journal of Benefit-Cost Analysis, Cambridge University Press, vol. 13(3), pages 310-334, October.
    5. Francis A. Longstaff & Sanjay Mithal & Eric Neis, 2005. "Corporate Yield Spreads: Default Risk or Liquidity? New Evidence from the Credit Default Swap Market," Journal of Finance, American Finance Association, vol. 60(5), pages 2213-2253, October.
    6. Azar, José & Duro, Miguel & Kadach, Igor & Ormazabal, Gaizka, 2021. "The Big Three and corporate carbon emissions around the world," Journal of Financial Economics, Elsevier, vol. 142(2), pages 674-696.
    7. Bolton, Patrick & Kacperczyk, Marcin, 2021. "Do investors care about carbon risk?," Journal of Financial Economics, Elsevier, vol. 142(2), pages 517-549.
    8. Emanuele Campiglio & Louis Daumas & Pierre Monnin & Adrian von Jagow, 2022. "Climate‐related risks in financial assets," Post-Print hal-04505791, HAL.
    9. Ivan A. Canay, 2011. "A simple approach to quantile regression for panel data," Econometrics Journal, Royal Economic Society, vol. 14(3), pages 368-386, October.
    10. Koenker, Roger, 2004. "Quantile regression for longitudinal data," Journal of Multivariate Analysis, Elsevier, vol. 91(1), pages 74-89, October.
    11. Zhang, Zehua & Zhao, Ran, 2022. "Carbon emission and credit default swaps," Finance Research Letters, Elsevier, vol. 50(C).
    12. Andreas Hagemann, 2017. "Cluster-Robust Bootstrap Inference in Quantile Regression Models," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 112(517), pages 446-456, January.
    13. Juhyun Jung & Kathleen Herbohn & Peter Clarkson, 2018. "Carbon Risk, Carbon Risk Awareness and the Cost of Debt Financing," Journal of Business Ethics, Springer, vol. 150(4), pages 1151-1171, July.
    14. Ralf Martin & Mirabelle Mu?ls & Laure B. de Preux & Ulrich J. Wagner, 2014. "Industry Compensation under Relocation Risk: A Firm-Level Analysis of the EU Emissions Trading Scheme," American Economic Review, American Economic Association, vol. 104(8), pages 2482-2508, August.
    15. Bauer, Michael & Huber, Daniel & Rudebusch, Glenn & Wilms, Ole, 2022. "Where is the carbon premium? Global performance of green and brown stocks," Other publications TiSEM 6b117156-316d-440a-9fa5-b, Tilburg University, School of Economics and Management.
    16. Zhang, Yingying & Wang, Huixia Judy & Zhu, Zhongyi, 2019. "Quantile-regression-based clustering for panel data," Journal of Econometrics, Elsevier, vol. 213(1), pages 54-67.
    17. Ericsson, Jan & Jacobs, Kris & Oviedo, Rodolfo, 2009. "The Determinants of Credit Default Swap Premia," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(1), pages 109-132, February.
    18. Kato, Kengo & F. Galvao, Antonio & Montes-Rojas, Gabriel V., 2012. "Asymptotics for panel quantile regression models with individual effects," Journal of Econometrics, Elsevier, vol. 170(1), pages 76-91.
    19. 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.
    20. Benjamin Yibin Zhang & Hao Zhou & Haibin Zhu, 2009. "Explaining Credit Default Swap Spreads with the Equity Volatility and Jump Risks of Individual Firms," The Review of Financial Studies, Society for Financial Studies, vol. 22(12), pages 5099-5131, December.
    21. Florian Berg & Julian F Kölbel & Roberto Rigobon, 2022. "Aggregate Confusion: The Divergence of ESG Ratings [Corporate social responsibility and firm risk: theory and empirical evidence]," Review of Finance, European Finance Association, vol. 26(6), pages 1315-1344.
    22. Florian Barth & Benjamin Hübel & Hendrik Scholz, 2022. "ESG and corporate credit spreads," Journal of Risk Finance, Emerald Group Publishing Limited, vol. 23(2), pages 169-190, February.
    23. Jorion, Philippe & Zhang, Gaiyan, 2007. "Good and bad credit contagion: Evidence from credit default swaps," Journal of Financial Economics, Elsevier, vol. 84(3), pages 860-883, June.
    24. Acharya, Viral V. & Johnson, Timothy C., 2007. "Insider trading in credit derivatives," Journal of Financial Economics, Elsevier, vol. 84(1), pages 110-141, April.
    25. Pierre Collin-Dufresn & Robert S. Goldstein & J. Spencer Martin, 2001. "The Determinants of Credit Spread Changes," Journal of Finance, American Finance Association, vol. 56(6), pages 2177-2207, December.
    26. Haibin Zhu, 2006. "An Empirical Comparison of Credit Spreads between the Bond Market and the Credit Default Swap Market," Journal of Financial Services Research, Springer;Western Finance Association, vol. 29(3), pages 211-235, June.
    27. Han, Bing & Subrahmanyam, Avanidhar & Zhou, Yi, 2017. "The term structure of credit spreads, firm fundamentals, and expected stock returns," Journal of Financial Economics, Elsevier, vol. 124(1), pages 147-171.
    28. Fama, Eugene F & French, Kenneth R, 1992. "The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-465, June.
    29. Han, Bing & Zhou, Yi, 2015. "Understanding the term structure of credit default swap spreads," Journal of Empirical Finance, Elsevier, vol. 31(C), pages 18-35.
    30. Ederington, Louis & Guan, Wei & Yang, Lisa (Zongfei), 2015. "Bond market event study methods," Journal of Banking & Finance, Elsevier, vol. 58(C), pages 281-293.
    31. Galil, Koresh & Shapir, Offer Moshe & Amiram, Dan & Ben-Zion, Uri, 2014. "The determinants of CDS spreads," Journal of Banking & Finance, Elsevier, vol. 41(C), pages 271-282.
    32. Koutmos, Dimitrios, 2019. "Asset pricing factors and bank CDS spreads," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 58(C), pages 19-41.
    33. Po‐Hsuan Hsu & Kai Li & Chi‐Yang Tsou, 2023. "The Pollution Premium," Journal of Finance, American Finance Association, vol. 78(3), pages 1343-1392, June.
    34. Nguyen, Justin Hung & Phan, Hieu V., 2020. "Carbon risk and corporate capital structure," Journal of Corporate Finance, Elsevier, vol. 64(C).
    35. Pedro Pires & João Pedro Pereira & Luís Filipe Martins, 2015. "The Empirical Determinants of Credit Default Swap Spreads: a Quantile Regression Approach," European Financial Management, European Financial Management Association, vol. 21(3), pages 556-589, June.
    36. World Bank, "undated". "State and Trends of Carbon Pricing 2024," World Bank Publications - Reports 41544, The World Bank Group.
    37. Antje Berndt & Anastasiya Ostrovnaya, 2014. "Do Equity Markets Favor Credit Market News Over Options Market News?," Quarterly Journal of Finance (QJF), World Scientific Publishing Co. Pte. Ltd., vol. 4(02), pages 1-51.
    38. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    39. Julia Anna Bingler & Chiara Colesanti Senni, 2022. "Taming the Green Swan: a criteria-based analysis to improve the understanding of climate-related financial risk assessment tools," Climate Policy, Taylor & Francis Journals, vol. 22(3), pages 356-370, March.
    40. Doron Avramov & Gergana Jostova & Alexander Philipov, 2007. "Understanding Changes in Corporate Credit Spreads," Financial Analysts Journal, Taylor & Francis Journals, vol. 63(2), pages 90-105, March.
    41. Dora Xia & Omar Zulaica, 2022. "The term structure of carbon premia," BIS Working Papers 1045, Bank for International Settlements.
    42. Galvao, Antonio F. & Wang, Liang, 2015. "Efficient minimum distance estimator for quantile regression fixed effects panel data," Journal of Multivariate Analysis, Elsevier, vol. 133(C), pages 1-26.
    43. Lars Norden & Martin Weber, 2009. "The Co†movement of Credit Default Swap, Bond and Stock Markets: an Empirical Analysis," European Financial Management, European Financial Management Association, vol. 15(3), pages 529-562, June.
    44. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    45. Xin Huang, 2019. "Persistence of Bank Credit Default Swap Spreads," Risks, MDPI, vol. 7(3), pages 1-13, August.
    46. Roberto Blanco & Simon Brennan & Ian W. Marsh, 2005. "An Empirical Analysis of the Dynamic Relation between Investment‐Grade Bonds and Credit Default Swaps," Journal of Finance, American Finance Association, vol. 60(5), pages 2255-2281, October.
    47. Pereira, John & Sorwar, Ghulam & Nurullah, Mohamed, 2018. "What drives corporate CDS spreads? A comparison across US, UK and EU firms," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 56(C), pages 188-200.
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    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

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