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The low-carbon transition, climate commitments and firm credit risk

Author

Listed:
  • Carbone, Sante
  • Giuzio, Margherita
  • Kapadia, Sujit
  • Krämer, Johannes Sebastian
  • Nyholm, Ken
  • Vozian, Katia

Abstract

This paper explores how the need to transition to a low-carbon economy influences firm credit risk. It develops a novel dataset which augments data on firms’ green-house gas emissions over time with information on climate disclosure practices and forward-looking emission reduction targets, thereby providing a rich picture of firms’ climate-related transition risk alongside their strategies to manage such risks. It then assesses how such climate-related metrics influence two key measures of firms’ credit risk: credit ratings and the market-implied distance-to-default. High emissions tend to be associated with higher credit risk. But disclosing emissions and setting a forward-looking target to cut emissions are both associated with lower credit risk, with the effect of climate commitments tending to be stronger for more ambitious targets. After the Paris agreement, firms most exposed to climate transition risk also saw their ratings deteriorate whereas other comparable firms did not, with the effect larger for European than US firms, probably reflecting differential expectations around climate policy. These results have policy implications for corporate disclosures and strategies around climate change and the treatment of the climate-related transition risk faced by the financial sector. JEL Classification: E58, G11, G32, Q51, Q56, C58

Suggested Citation

  • Carbone, Sante & Giuzio, Margherita & Kapadia, Sujit & Krämer, Johannes Sebastian & Nyholm, Ken & Vozian, Katia, 2021. "The low-carbon transition, climate commitments and firm credit risk," Working Paper Series 2631, European Central Bank.
  • Handle: RePEc:ecb:ecbwps:20212631
    Note: 3546207
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    References listed on IDEAS

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    1. Christopher Marquis & Michael W. Toffel & Yanhua Zhou, 2016. "Scrutiny, Norms, and Selective Disclosure: A Global Study of Greenwashing," Organization Science, INFORMS, vol. 27(2), pages 483-504, April.
    2. Misani, Nicola & Pogutz, Stefano, 2015. "Unraveling the effects of environmental outcomes and processes on financial performance: A non-linear approach," Ecological Economics, Elsevier, vol. 109(C), pages 150-160.
    3. Stellner, Christoph & Klein, Christian & Zwergel, Bernhard, 2015. "Corporate social responsibility and Eurozone corporate bonds: The moderating role of country sustainability," Journal of Banking & Finance, Elsevier, vol. 59(C), pages 538-549.
    4. Fatima Alali & Asokan Anandarajan & Wei Jiang, 2012. "The effect of corporate governance on firm’s credit ratings: further evidence using governance score in the United States," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 52(2), pages 291-312, June.
    5. Ramin P. Baghai & Henri Servaes & Ane Tamayo, 2014. "Have Rating Agencies Become More Conservative? Implications for Capital Structure and Debt Pricing," Journal of Finance, American Finance Association, vol. 69(5), pages 1961-2005, October.
    6. Jones, Stewart & Johnstone, David & Wilson, Roy, 2015. "An empirical evaluation of the performance of binary classifiers in the prediction of credit ratings changes," Journal of Banking & Finance, Elsevier, vol. 56(C), pages 72-85.
    7. Nguyen, Phuong-Anh & Kecskés, Ambrus & Mansi, Sattar, 2020. "Does corporate social responsibility create shareholder value? The importance of long-term investors," Journal of Banking & Finance, Elsevier, vol. 112(C).
    8. Doumpos, Michael & Niklis, Dimitrios & Zopounidis, Constantin & Andriosopoulos, Kostas, 2015. "Combining accounting data and a structural model for predicting credit ratings: Empirical evidence from European listed firms," Journal of Banking & Finance, Elsevier, vol. 50(C), pages 599-607.
    9. Malani, Anup & Reif, Julian, 2015. "Interpreting pre-trends as anticipation: Impact on estimated treatment effects from tort reform," Journal of Public Economics, Elsevier, vol. 124(C), pages 1-17.
    10. Jakob Thomä & Hugues Chenet, 2017. "Transition risks and market failure: a theoretical discourse on why financial models and economic agents may misprice risk related to the transition to a low-carbon economy," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 7(1), pages 82-98, January.
    11. Alogoskoufis, Spyros & Dunz, Nepomuk & Emambakhsh, Tina & Hennig, Tristan & Kaijser, Michiel & Kouratzoglou, Charalampos & Muñoz, Manuel A. & Parisi, Laura & Salleo, Carmelo, 2021. "ECB’s economy-wide climate stress test," Occasional Paper Series 281, European Central Bank.
    12. Kabir, Md Nurul & Rahman, Sohanur & Rahman, Md Arifur & Anwar, Mumtaheena, 2021. "Carbon emissions and default risk: International evidence from firm-level data," Economic Modelling, Elsevier, vol. 103(C).
    13. Sreedhar T. Bharath & Tyler Shumway, 2008. "Forecasting Default with the Merton Distance to Default Model," The Review of Financial Studies, Society for Financial Studies, vol. 21(3), pages 1339-1369, May.
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    Citations

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    Cited by:

    1. Paolo Angelini, 2024. "Portfolio decarbonisation strategies: questions and suggestions," Questioni di Economia e Finanza (Occasional Papers) 840, Bank of Italy, Economic Research and International Relations Area.
    2. Gouriéroux, C. & Monfort, A. & Renne, J.-P., 2022. "Required Capital for Long-Run Risks," Journal of Economic Dynamics and Control, Elsevier, vol. 144(C).
    3. Alexander Blasberg & Rüdiger Kiesel & Luca Taschini, 2022. "Carbon Default Swap - Disentangling the Exposure to Carbon Risk through CDS," CESifo Working Paper Series 10016, CESifo.
    4. Andrea Ugolini & Juan C. Reboredo & Javier Ojea-Ferreiro, 2023. "Is climate transition risk priced into corporate credit risk? Evidence from credit default swaps," Working Papers 509, University of Milano-Bicocca, Department of Economics.
    5. Blasberg, Alexander & Kiesel, Rüdiger & Taschini, Luca, 2023. "Carbon default swap – disentangling the exposure to carbon risk through CDS," LSE Research Online Documents on Economics 118096, London School of Economics and Political Science, LSE Library.
    6. Grundmann, Justus & Silberbach, Anna & Auria, Laura, 2023. "Including carbon taxation risk in Deutsche Bundesbank's in-house credit assessment system (ICAS): An empirical analysis," Technical Papers 02/2023, Deutsche Bundesbank.
    7. Adler, Martin & Camba-Méndez, Gonzalo & Džaja, Tomislav & Manzanares, Andrés & Metra, Matteo & Vocalelli, Giorgio, 2023. "The valuation haircuts applied to eligible marketable assets for ECB credit operations," Occasional Paper Series 312, European Central Bank.
    8. Carlo Altavilla & Marco Pagano & Miguel Boucinha & Andrea Polo, 2023. "Climate Risk, Bank Lending and Monetary Policy," CSEF Working Papers 687, Centre for Studies in Economics and Finance (CSEF), University of Naples, Italy.
    9. Blasberg, Alexander & Kiesel, Rüdiger & Taschini, Luca, 2023. "Carbon default swap – disentangling the exposure to carbon risk through CDS," LSE Research Online Documents on Economics 118092, London School of Economics and Political Science, LSE Library.
    10. Moreno, Angel-Ivan & Caminero, Teresa, 2022. "Application of text mining to the analysis of climate-related disclosures," International Review of Financial Analysis, Elsevier, vol. 83(C).

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    More about this item

    Keywords

    climate change; credit risk; disclosure; green finance; net zero; transition risk;
    All these keywords.

    JEL classification:

    • C58 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Financial Econometrics
    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • Q51 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Valuation of Environmental Effects
    • 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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