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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...

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Detalles Bibliográficos
Autores principales: Lee, Pei-Ling, Lye, Chun-Teck, Lee, Chin
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
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).
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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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