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Climate Risk with Particular Emphasis on the Relationship with Credit-Risk Assessment: What We Learn from Poland

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  • Natalia Nehrebecka

    (Faculty of Economic Sciences, Warsaw University, Długa 44/50, 00-241 Warsaw, Poland
    National Bank of Poland, Świętokrzyska 11/21, 00-919 Warsaw, Poland)

Abstract

This research seeks to identify non-financial enterprises exposed to the climate risk relating to transition risks and at the same time use of bank loans, as well as to conduct stress tests to take account of the financial risk related to climate change. The workflow through which to determine the ability of the banking sector to assess the potential impact of climate risk entails parts based around economic sector and company level. The procedure based on the sectoral level identifies vulnerable economic sectors (in the Sectoral Module), while the procedure based on company level (the Company Module) refers to scenarios presented in stress tests to estimate the probability of default under stressful conditions related to the introduction of a direct carbon tax. The introduction of the average direct carbon tax (EUR 75/tCO 2 ) in fact results in increased expenditure and reduced sales revenues among enterprises from sectors with a high CO 2 impact, with the result being a decrease in the profitability of enterprises, along with a simultaneously higher level of debt; an increase in the probability of default ( PD ) from 3.6%, at the end of 2020 in the baseline macroeconomic scenario, to between 6.31% and 10.12%; and increased commercial bank capital requirements. Financial institutions should thus use PD under stressful conditions relating to climate risk as suggestions to downgrade under the expert module.

Suggested Citation

  • Natalia Nehrebecka, 2021. "Climate Risk with Particular Emphasis on the Relationship with Credit-Risk Assessment: What We Learn from Poland," Energies, MDPI, vol. 14(23), pages 1-14, December.
  • Handle: RePEc:gam:jeners:v:14:y:2021:i:23:p:8070-:d:693647
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    1. Roncoroni, Alan & Battiston, Stefano & Escobar-Farfán, Luis O.L. & Martinez-Jaramillo, Serafin, 2021. "Climate risk and financial stability in the network of banks and investment funds," Journal of Financial Stability, Elsevier, vol. 54(C).
    2. Marshall Burke & Solomon M. Hsiang & Edward Miguel, 2015. "Global non-linear effect of temperature on economic production," Nature, Nature, vol. 527(7577), pages 235-239, November.
    3. Natalia Nehrebecka & Aneta Dzik-Walczak, 2016. "Construction measures of bankruptcy: case study of Polish enterprises," Global Business and Economics Review, Inderscience Enterprises Ltd, vol. 18(3/4), pages 420-444.
    4. Noy, Ilan, 2009. "The macroeconomic consequences of disasters," Journal of Development Economics, Elsevier, vol. 88(2), pages 221-231, March.
    5. Natalia Nehrebecka, 2019. "Credit risk measurement: Evidence of concentration risk in Polish banks’ credit exposures," Zbornik radova Ekonomskog fakulteta u Rijeci/Proceedings of Rijeka Faculty of Economics, University of Rijeka, Faculty of Economics and Business, vol. 37(2), pages 681-712.
    6. Dunz, Nepomuk & Naqvi, Asjad & Monasterolo, Irene, 2021. "Climate sentiments, transition risk, and financial stability in a stock-flow consistent model," Journal of Financial Stability, Elsevier, vol. 54(C).
    7. Stephane Hallegatte & Julie Rozenberg, 2017. "Climate change through a poverty lens," Nature Climate Change, Nature, vol. 7(4), pages 250-256, April.
    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. Yannis Dafermos & Alexander Kriwoluzky & Mauricio Vargas & Ulrich Volz & Jana Wittich, 2021. "The Price of Hesitation: How the Climate Crisis Threatens Price Stability and What the ECB Must Do about It; Final Report on Behalf of Greenpeace Germany," DIW Berlin: Politikberatung kompakt, DIW Berlin, German Institute for Economic Research, volume 127, number pbk173, Enero-Abr.
    10. Marshall Burke & Solomon M. Hsiang & Edward Miguel, 2015. "Climate and Conflict," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 577-617, August.
    11. Stefano Battiston & Antoine Mandel & Irene Monasterolo & Franziska Schütze & Gabriele Visentin, 2017. "A climate stress-test of the financial system," Nature Climate Change, Nature, vol. 7(4), pages 283-288, April.
    12. Natalia Nehrebecka, 2018. "Sectoral risk assessment with particular emphasis on export enterprises in Poland," Zbornik radova Ekonomskog fakulteta u Rijeci/Proceedings of Rijeka Faculty of Economics, University of Rijeka, Faculty of Economics and Business, vol. 36(2), pages 677-700.
    13. King, Gary & Zeng, Langche, 2001. "Logistic Regression in Rare Events Data," Political Analysis, Cambridge University Press, vol. 9(2), pages 137-163, January.
    14. Natalia Nehrebecka, 2021. "COVID-19: stress-testing non-financial companies: a macroprudential perspective. The experience of Poland," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 11(2), pages 283-319, June.
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    3. Željko Vojinović & Sunčica Milutinović & Dario Sertić & Bojan Leković, 2022. "Determinants of Sustainable Profitability of the Serbian Insurance Industry: Panel Data Investigation," Sustainability, MDPI, vol. 14(9), pages 1-22, April.

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