Green banks versus non‐green banks: A financial stability comparative analysis in terms of CAMEL ratios

Ioannis Malandrakis, Konstantinos Drakos
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Abstract

This study examines green and non‐green‐banks from a financial stability point of view and specifically whether there are any discernible performance differences between the two groups. Using the supervisory ratios namely CAMEL variables, and employing panel data techniques (random effects model) and a global panel data set of 165 banks from 38 countries for the period 1999 to 2021, we adopt the Differences‐In‐Differences approach to examine whether green (“treatment” group) and non‐green (“control” group) banks exhibit differential behaviour, using the outbreak of the financial crisis (2008) as the time of intervention. Our results mainly show that green banks differ (and specifically perform better than their non‐green counterparts) only in terms of Total Capital, Tier 1 Capital, and NPLs/Reserve for Loan Losses ratios during and after the financial crisis. As for the rest of the CAMEL factors, it seems that both groups exhibit the same behaviour, especially in the post‐crisis period. Thus, green banks are not stronger in total than their non‐green counterparts in terms of financial stability. We also find that the financial crisis had either a positive or a negative effect on most of the CAMEL factors of both bank types, except for the Leverage Ratio (a capital adequacy proxy) and Operational Expenses/Operational Income ratios (a management quality proxy), which proved crisis‐insensitive.
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绿色银行与非绿色银行:从 CAMEL 比率看金融稳定性比较分析
本研究从金融稳定性的角度考察了绿色银行和非绿色银行,特别是这两类银行之间是否存在明显的绩效差异。我们使用监管比率(即 CAMEL 变量),并采用面板数据技术(随机效应模型)和来自 38 个国家的 165 家银行的全球面板数据集(时间跨度为 1999 年至 2021 年),以金融危机爆发(2008 年)为干预时间,采用差分法研究绿色银行("处理 "组)和非绿色银行("控制 "组)是否表现出不同行为。我们的研究结果主要表明,在金融危机期间和之后,绿色银行仅在总资本、一级资本和不良贷款/贷款损失准备金比率方面存在差异(具体表现优于非绿色银行)。至于 CAMEL 的其他因素,两组银行似乎表现出相同的行为,尤其是在危机后时期。因此,就金融稳定性而言,绿色银行总体上并不比非绿色银行更强。我们还发现,金融危机对两类银行的大多数 CAMEL 指标都产生了积极或消极的影响,只有杠杆比率(资本充足率指标)和运营支出/运营收入比率(管理质量指标)对危机不敏感。
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