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An Empirical Investigation on Relationship between Risk, Capital and Efficiency in Banking Sector of Pakistan

机译:巴基斯坦银行业风险,资本与效率之间关系的实证研究

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In this study, data set of annual figures of 35 Pakistani banks is used over the period 2005-2014 with total 350 observations. Data set composed of four public sector banks fully owned by the state. Twenty three privately owned commercial banks incorporated in Pakistan, six commercial banks incorporated outside the country and four specialized banks. Information for all years of some banks was not available, for this study used an unbalanced panel to make the sample taken reasonable for the investigation. Information regarding banks is taken from Financial Statement Analysis presented by state bank of Pakistan for the period 2005-2009 and 2010-2014. The empirical findings proposed positive association between Z-score and capital level of Pakistani banks. Moreover, other risk indicators provided evidence of significant negative association. The link between risk levels (Loan Loss Provisions to total loans) and “technical efficiencies” found significantly positive. In case of banking factors, large Pakistani banks on the basis of total assets are technically more efficient, on the other hand technical and pure technical efficiencies declines in case of higher liquidity, moreover, liquidity influences level of capitalization positively.
机译:在本研究中,使用了2005年至2014年期间35家巴基斯坦银行的年度数据集,共进行了350次观察。数据集由国家完全拥有的四家公共部门银行组成。在巴基斯坦注册的23家私人商业银行,在国外注册的6家商业银行和4家专业银行。无法获得某些银行的所有年份的信息,因为该研究使用不平衡面板来使样本合理地用于调查。有关银行的信息来自巴基斯坦国家银行针对2005-2009年和2010-2014年提供的财务报表分析。实证结果表明,Z得分与巴基斯坦银行资本水平之间存在正相关。此外,其他风险指标提供了显着的负关联的证据。发现风险水平(贷款损失准备金与总贷款)之间的联系与“技术效率”之间存在显着的正相关。在银行因素的影响下,以总资产为基础的大型巴基斯坦银行在技术上效率更高,另一方面,在流动性较高的情况下,技术和纯技术效率会下降,而且,流动性对资本化水平产生积极影响。

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