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Is bank risk appetite relevant to bank default in times of Covid-19?


Citation

Lee, Pei Ling and Lye, Chun Teck and Lee, Chin (2022) Is bank risk appetite relevant to bank default in times of Covid-19? Central Bank Review, 22 (3). 109 - 117. ISSN 1303-0701; ESSN: 2524-1699

Abstract

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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Additional Metadata

Item Type: Article
Divisions: Faculty of Economics and Management
DOI Number: https://doi.org/10.1016/j.cbrev.2022.08.003
Publisher: Elsevier
Keywords: Bank risk appetite; Risk-taking; Default; Merton; ESG; COVID-19
Depositing User: Ms. Che Wa Zakaria
Date Deposited: 15 Aug 2023 03:58
Last Modified: 15 Aug 2023 03:58
Altmetrics: http://www.altmetric.com/details.php?domain=psasir.upm.edu.my&doi=10.1016/j.cbrev.2022.08.003
URI: http://psasir.upm.edu.my/id/eprint/102011
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