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The interrelationships among default risk, capital ratio and efficiency: Evidence from Indian banks

机译:违约风险,资本比率和效率之间的相互关系:来自印度银行的证据

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Purpose - The purpose of this paper is to examine the interrelationships among default risk, capital and efficiency of the Indian banking system over 1990-2011. This study also took into account the impact of ownership on these interrelationships Design/methodology/approach - This paper employed Data Envelopment Analysis (DEA) Windows Analysis to estimate efficiency levels and trends of individual banks. This paper then used a model of seemingly unrelated regression equations (SURE) to examine the interrelationships among default risk, capital and efficiency. Findings - This study found a two-way negative association between efficiency and default risk, and between capital ratio and default risk. However, this study found a two-way positive relationship between capital ratio and only profit efficiency. Public banks behaved differently from private banks regarding the association between capital and efficiency. Moreover, public banks had greater probability of default risk, lower capital ratio but higher efficiency level than private banks. Further, default risk, capital ratio and efficiency of the Indian banking system increased over time, but the two formers were driven by public banks while the latter was driven by private banks. Practical implications - The findings of this study appear to favour capital ratio as an efficient tool to improve efficiency and reduce default risk of the Indian banking system. Originality/value - This paper is the first investigating the interrelationships between bank risk, capital and efficiency of the Indian banking system, where bank risk is measured by Z-score value and efficiency is captured by cost, revenue and profit efficiencies, and then considering the impact of agency issues on these interrelationships.
机译:目的-本文的目的是研究1990-2011年间印度银行系统的违约风险,资本和效率之间的相互关系。这项研究还考虑了所有权对这些相互关系的影响设计/方法/方法-本文采用数据包络分析(DEA)Windows分析来估计单个银行的效率水平和趋势。然后,本文使用看似无关的回归方程(SURE)模型研究违约风险,资本和效率之间的相互关系。调查结果-该研究发现效率与违约风险之间以及资本比率与违约风险之间存在双向负相关关系。但是,这项研究发现资本比率与仅利润效率之间存在双向正相关关系。在资本与效率之间的关联方面,公共银行的行为与私人银行不同。而且,与私人银行相比,公共银行有更大的违约风险发生率,更低的资本比率,但更高的效率水平。此外,随着时间的流逝,印度银行系统的违约风险,资本比率和效率都在增加,但是前者是由公共银行驱动的,后者是由私人银行驱动的。实际意义-这项研究的结果似乎赞成资本比率作为提高效率和降低印度银行系统违约风险的有效工具。原创性/价值-本文是第一个调查银行风险,资本与印度银行系统效率之间的相互关系的研究,其中,以Z分数来衡量银行风险,而成本,收入和利润效率则反映了效率,然后考虑代理机构问题对这些相互关系的影响。

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