稳定性、融资风险和银行绩效:来自巴基斯坦的证据

M. Vohra, M. Mubeen, Kashif Arif, Khuram Perwez
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摘要

本研究以巴基斯坦为例,分析银行稳定性和融资风险对其盈利能力的影响。为此,使用了2000年至2016年19家银行的数据。自变量为银行业绩,其中资产回报率使用。因变量首先是银行稳定性,计算为RoA和权益资产比的Z-Score;其次是融资风险,计算为存款资产比和权益资产比的Z-Score。我们的控制变量是银行规模、信用风险、流动性风险、多元化和资本资产比率。研究结果表明,融资风险、流动性风险、信用风险和银行规模对银行绩效有负向影响,而银行稳定性对银行绩效有正向影响。从规模的结果,我们可以得出结论,在巴基斯坦的情况下,较大的银行没有得到规模经济的好处。我们的研究结果表明,巴基斯坦的政策制定者和银行机构应优先考虑加强银行稳定性和降低融资风险的努力,以提高银行的盈利能力。
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Stability, Funding Risk and Bank Performance: Evidence from Pakistan
This study analyzes how banks' stability and funding risk affect their profitability in the case of Pakistan. For this purpose, data from 19 Banks were used from 2000 to 2016. The independent variable was Bank Performance for which Return on Assets was used. The dependent variables were first, Bank Stability, which was calculated as the Z-Score of RoA and Equity to Assets,  and second, Funding Risk, which was calculated as the Z-Score of Deposits to Assets Ratio and Equity to Assets. Our control variables were Bank Size, Credit Risk, Liquidity Risk, Diversification, and Capital to Asset Ratio. Our results indicated that Funding Risk, Liquidity Risk, Credit Risk, and  Bank Size are negatively affecting bank performance whereas bank stability is positively affecting bank performance. From the result of size, we may conclude that in the case of Pakistan, Larger Banks are not getting the benefits of economies of scale. Our findings suggest that policymakers and banking institutions in Pakistan should prioritize efforts to enhance bank stability and mitigate funding risk in order to improve bank profitability.
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