IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v14y2021i23p8070-d693647.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/14/23/8070/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1996-1073/14/23/8070/
    Download Restriction: no
    ---><---

    References listed on IDEAS

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

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Xiaoxue Liu & Fuzhen Cao & Shuangshuang Fan, 2022. "Does Human Capital Matter for China’s Green Growth?—Examination Based on Econometric Model and Machine Learning Methods," IJERPH, MDPI, vol. 19(18), pages 1-27, September.
    2. 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.
    3. Noluthando Mngadi & Hossana Twinomurinzi, 2023. "Quantifying Causality between Climate Change and Credit Risk: A Bibliometric Study and Research Agenda," Sustainability, MDPI, vol. 15(12), pages 1-15, June.

    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. Alessi, Lucia & Battiston, Stefano, 2022. "Two sides of the same coin: Green Taxonomy alignment versus transition risk in financial portfolios," International Review of Financial Analysis, Elsevier, vol. 84(C).
    2. Abedifar, Pejman & Kashizadeh, Seyed Javad & Ongena, Steven, 2024. "Flood, farms and credit: The role of branch banking in the era of climate change," Journal of Corporate Finance, Elsevier, vol. 85(C).
    3. Chan, Ying Tung & Punzi, Maria Teresa & Zhao, Hong, 2024. "Green transition and financial stability: The role of green monetary and macroprudential policies and vouchers," Energy Economics, Elsevier, vol. 132(C).
    4. Alessi, Lucia & Battiston, Stefano, 2021. "Two sides of the same coin: Green Taxonomy alignment versus transition risk in financial portfolios," Working Papers 2021-14, Joint Research Centre, European Commission.
    5. Chabot, Miia & Bertrand, Jean-Louis, 2023. "Climate risks and financial stability: Evidence from the European financial system," Journal of Financial Stability, Elsevier, vol. 69(C).
    6. Monasterolo,Irene & Mandel,Antoine & Battiston,Stefano & Mazzocchetti,Andrea & Oppermann,Klaus & Coony,Jonathan D'Entremont & Stretton,Stephen John & Stewart,Fiona Elizabeth & Dunz,Nepomuk Max Ferdina, 2022. "The Role of Green Financial Sector Initiatives in the Low-Carbon Transition : A Theoryof Change," Policy Research Working Paper Series 10181, The World Bank.
    7. Zhang, Xingmin & Zhang, Shuai & Lu, Liping, 2022. "The banking instability and climate change: Evidence from China," Energy Economics, Elsevier, vol. 106(C).
    8. Acevedo, Sebastian & Mrkaic, Mico & Novta, Natalija & Pugacheva, Evgenia & Topalova, Petia, 2020. "The Effects of Weather Shocks on Economic Activity: What are the Channels of Impact?," Journal of Macroeconomics, Elsevier, vol. 65(C).
    9. Ghosh, Saibal, 2023. "Does climate legislation matter for bank lending? Evidence from MENA countries," Ecological Economics, Elsevier, vol. 212(C).
    10. Natalia Nehrebecka, 2021. "Internal Credit Risk Models and Digital Transformation: What to Prepare for? An Application to Poland," European Research Studies Journal, European Research Studies Journal, vol. 0(Special 3), pages 719-736.
    11. Donia Aloui & Brahim Gaies & Rafla Hchaichi, 2023. "Exploring environmental degradation spillovers in Sub-Saharan Africa: the energy–financial instability nexus," Economic Change and Restructuring, Springer, vol. 56(3), pages 1699-1724, June.
    12. Mr. Serhan Cevik & João Tovar Jalles, 2023. "Eye of the Storm: The Impact of Climate Shocks on Inflation and Growth," IMF Working Papers 2023/087, International Monetary Fund.
    13. Lamperti, Francesco & Bosetti, Valentina & Roventini, Andrea & Tavoni, Massimo & Treibich, Tania, 2021. "Three green financial policies to address climate risks," Journal of Financial Stability, Elsevier, vol. 54(C).
    14. Serhan Cevik, 2024. "Climate change and energy security: the dilemma or opportunity of the century?," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 26(3), pages 653-672, July.
    15. Cemal Eren Arbatlı & Quamrul H. Ashraf & Oded Galor & Marc Klemp, 2020. "Diversity and Conflict," Econometrica, Econometric Society, vol. 88(2), pages 727-797, March.
    16. Nicolas Taconet & Aurélie Méjean & Céline Guivarch, 2020. "Influence of climate change impacts and mitigation costs on inequality between countries," Climatic Change, Springer, vol. 160(1), pages 15-34, May.
    17. Agarwala, Matthew & Burke, Matt & Klusak, Patrycja & Mohaddes, Kamiar & Volz, Ulrich & Zenghelis, Dimitri, 2021. "Climate Change And Fiscal Sustainability: Risks And Opportunities," National Institute Economic Review, National Institute of Economic and Social Research, vol. 258, pages 28-46, November.
    18. Beirne, John & Dafermos, Yannis & Kriwoluzky, Alexander & Renzhi, Nuobu & Volz, Ulrich & Wittich, Jana, 2022. "Natural Disasters and Inflation in the Euro Area," VfS Annual Conference 2022 (Basel): Big Data in Economics 264132, Verein für Socialpolitik / German Economic Association.
    19. Irene Monasterolo & Monica Billio & Stefano Battiston, 2020. "The importance of compound risk in the nexus of COVID-19, climate change and finance," Working Papers 2020:15, Department of Economics, University of Venice "Ca' Foscari".
    20. Markus Brueckner & Sudyumna Dahal & Haiyan Lin, 2024. "Natural Disasters and Human Development in Asia–Pacific: The Role of External Debt," JRFM, MDPI, vol. 17(6), pages 1-27, June.

    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:jeners:v:14:y:2021:i:23:p:8070-:d:693647. 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.