Cost and Profit Efficiency Analysis of Commercial Banks in Bangladesh Using Stochastic Frontier Approach

Md. Asif Nawaz, T. Khan
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Abstract

This study aims to measure the efficiency of the commercial banksin Bangladesh using the Battese and Coelli (1995) model of Stochastic Frontier Analysis (SFA) approach. This is a widely used one-stepmodel, which allows for the estimation of bank efficiencyby taking the inefficiency-effecting exogenous factors into account. Using an unbalanced panel of 287 observations from 32 banks for the period 2011-2020, we found that on average the commercial banks are 91.64% cost-efficient and 79.21% profit-efficient and both cost and profit efficiency decreased during the COVID-19 period. Furthermore, we found that-private banks are more cost and profit efficient than state-owned banks; foreign banks are more profit-efficient but less cost-efficient than domestic banks;banks established between 1991-2000 are more cost-efficient while banks established between 2001-2010 are more profit-efficient when compared to their counterparts; old banks are less profit efficient than the new banks; and finally, expectedly, large banks are found to be more profit-efficient than small banks.
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基于随机前沿法的孟加拉商业银行成本和利润效率分析
本研究旨在使用batese和Coelli(1995)的随机前沿分析(SFA)方法模型来衡量孟加拉国商业银行的效率。这是一种广泛使用的单步模型,它允许通过考虑影响低效率的外生因素来估计银行效率。利用2011-2020年期间来自32家银行的287个观察值的不平衡面板,我们发现商业银行的平均成本效率为91.64%,利润效率为79.21%,并且在COVID-19期间成本效率和利润效率都有所下降。此外,我们发现民营银行比国有银行更具成本效率和利润效率;与国内银行相比,外资银行的利润效率更高,但成本效率较低;1991-2000年成立的银行的成本效率更高,而2001-2010年成立的银行的利润效率更高;老银行的利润效率低于新银行;最后,意料之中的是,人们发现大银行的利润效率高于小银行。
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