Bank-Specific Determinants of Financial Stability in Participation Banks: Fresh Evidence from the Driscoll-Kraay Estimator

Selim GÜNGÖR
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Abstract

Since its first introduction as a primary policy goal by a big central bank, financial stability has received a great deal of interest as a distinct matter, separate from price stability and the efficient functioning of the financial sectors. Accordingly, different financial analysts and scholars in the financial system have tried to unravel the complexity of financial stability and have conducted theoretical and empirical research at different levels. This study aims to reveal the internal factors affecting the financial stability of participation banks operating as Islamic banks in Turkey. Therefore, we consider the data of 6 participation banks for the 2019Q1-2023Q1 period. Moreover, we assess the stability of participation banks with the Z-score, one of the most popular financial stability indicators. As a result of the analyses with the Driscoll-Kraay robust standard errors estimator, firstly, we found a negative relationship between risk-weighted and non-risk-weighted capital ratios and bank stability. Secondly, we concluded that while there is a negative relationship between bank stability and bank size, there is a positive relationship between cost-to-income ratio, loan ratio and deposit (funds collected) ratio and bank stability. Finally, among the diversification indicators, we observed a negative relationship between asset and fund diversification and bank stability; in contrast, there is a positive relationship between income diversification and bank stability. This study shows that the factors affecting bank stability from most to least are income diversification, fund and asset diversification, deposits (collected funds) ratio, non-risk weighted capital ratio, cost-to-income ratio, loan ratio, risk-weighted capital ratio and bank size, respectively.
参与型银行金融稳定性的银行特有决定因素:来自Driscoll-Kraay估计量的新证据
自一家大型央行首次将金融稳定作为一项主要政策目标引入以来,金融稳定作为一个独立于价格稳定和金融部门有效运作之外的问题,受到了极大的关注。因此,金融体系内不同的金融分析师和学者试图揭开金融稳定的复杂性,并在不同层面进行了理论和实证研究。本研究旨在揭示影响土耳其伊斯兰银行参与银行金融稳定性的内部因素。因此,我们考虑6家参股银行2019Q1-2023Q1期间的数据。此外,我们用Z-score(最流行的金融稳定性指标之一)来评估参与银行的稳定性。通过使用Driscoll-Kraay稳健标准误差估计器进行分析,首先,我们发现风险加权和非风险加权资本比率与银行稳定性之间存在负相关关系。其次,我们得出结论,虽然银行稳定性与银行规模之间存在负相关关系,但成本收入比、贷款比率和存款(筹集资金)比率与银行稳定性之间存在正相关关系。最后,在多元化指标中,我们观察到资产和基金多元化与银行稳定性呈负相关;相反,收入多元化与银行稳定性之间存在正相关关系。本研究表明,影响银行稳定性的因素从多到少依次为收入多元化、基金和资产多元化、存款(募集资金)比率、非风险加权资本比率、成本收入比率、贷款比率、风险加权资本比率和银行规模。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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