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Is bank risk appetite relevant to bank default in times of Covid-19?
The paper aims to analyze the effect of bank risk appetite on banks' default probabilities during the year of COVID-19 in 12 countries while controlling for bank-specific and country-specific effects over time. A System Generalized Methods of Moments (GMM) model of default probabilities is esti...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Authors. Published by Elsevier B.V. on behalf of Central Bank of The Republic of Turkey.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9446075/ http://dx.doi.org/10.1016/j.cbrev.2022.08.003 |
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author | Lee, Pei-Ling Lye, Chun-Teck Lee, Chin |
author_facet | Lee, Pei-Ling Lye, Chun-Teck Lee, Chin |
author_sort | Lee, Pei-Ling |
collection | PubMed |
description | The paper aims to analyze the effect of bank risk appetite on banks' default probabilities during the year of COVID-19 in 12 countries while controlling for bank-specific and country-specific effects over time. A System Generalized Methods of Moments (GMM) model of default probabilities is estimated over the periods 2010–2021. This study confirms the ‘risk-mitigation view’, in which banks with higher ESG scores are more prudent in lending and have better relationship management, reducing the probability of bank default. Underperforming banks tend to have a higher portion of risky loans in their credit portfolio and therefore demonstrating a higher default propensity. Bank risk appetite, ESG, asset quality, economic growth, and currency depreciation appear to be material drivers for bank risk. We find that a lower risk appetite ratio (corresponding to higher risk appetite) is associated with higher estimated default probability during the COVID-19 outbreak, identified through interaction with a single time dummy for 2020 (the break-out year of the pandemic). |
format | Online Article Text |
id | pubmed-9446075 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | The Authors. Published by Elsevier B.V. on behalf of Central Bank of The Republic of Turkey. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94460752022-09-06 Is bank risk appetite relevant to bank default in times of Covid-19? Lee, Pei-Ling Lye, Chun-Teck Lee, Chin Central Bank Review Article The paper aims to analyze the effect of bank risk appetite on banks' default probabilities during the year of COVID-19 in 12 countries while controlling for bank-specific and country-specific effects over time. A System Generalized Methods of Moments (GMM) model of default probabilities is estimated over the periods 2010–2021. This study confirms the ‘risk-mitigation view’, in which banks with higher ESG scores are more prudent in lending and have better relationship management, reducing the probability of bank default. Underperforming banks tend to have a higher portion of risky loans in their credit portfolio and therefore demonstrating a higher default propensity. Bank risk appetite, ESG, asset quality, economic growth, and currency depreciation appear to be material drivers for bank risk. We find that a lower risk appetite ratio (corresponding to higher risk appetite) is associated with higher estimated default probability during the COVID-19 outbreak, identified through interaction with a single time dummy for 2020 (the break-out year of the pandemic). The Authors. Published by Elsevier B.V. on behalf of Central Bank of The Republic of Turkey. 2022-09 2022-09-06 /pmc/articles/PMC9446075/ http://dx.doi.org/10.1016/j.cbrev.2022.08.003 Text en © 2022 The Authors Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Lee, Pei-Ling Lye, Chun-Teck Lee, Chin Is bank risk appetite relevant to bank default in times of Covid-19? |
title | Is bank risk appetite relevant to bank default in times of Covid-19? |
title_full | Is bank risk appetite relevant to bank default in times of Covid-19? |
title_fullStr | Is bank risk appetite relevant to bank default in times of Covid-19? |
title_full_unstemmed | Is bank risk appetite relevant to bank default in times of Covid-19? |
title_short | Is bank risk appetite relevant to bank default in times of Covid-19? |
title_sort | is bank risk appetite relevant to bank default in times of covid-19? |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9446075/ http://dx.doi.org/10.1016/j.cbrev.2022.08.003 |
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