What Drives Bank Profitability? A Panel Data Analysis of Commercial Banks in Bangladesh

Rana-Al-Mosharrafa, M. Islam
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引用次数: 4

Abstract

Bank profitability plays a significant role in the growth and development of an emerging economy. The purpose of the study was to examine the impact of bank characteristics, industry concentration and macroeconomics variables on commercial bank profitability in Bangladesh from 2007-2017. Bank profitability is proxied by return on assets (ROA), return on equity (ROE) and net interest margin (NIM). The study is based on secondary data and Hausman test has been performed using STATA software in favor of fixed effect modeling. Panel regressions shows that cost efficiency has significant negative impact on ROA and NIM. The positive impact of loan to deposit ratio with ROA suggests that efficient fund management including investment and assessed expenditure should be emphasized. Bank size has significant negative impact on all the measures of profitability, which indicates that monopolistic competition will reduce banking profit. Credit risk has significant positive impacts on ROE. Industry concentration measured by CR3 is positively related with ROE and has significant negative relation with bank profitability (ROA). Among macroeconomic variables inflation has significant positive and bank spread has significant negative impact on ROE. The coefficients of all the macroeconomic variables have been found to be significantly related to bank profitability while measured by NIM. Our study recommends further research with other explanatory variables such as, corporate governance, corporate social responsibility (CSR) and deposit insurance to accelerate the model and construct the econometric model by using structural equation modeling, mediation effect modeling etc.
驱动银行盈利能力的因素是什么?孟加拉国商业银行的面板数据分析
银行盈利能力对新兴经济体的成长和发展起着重要的作用。本研究的目的是研究银行特征、行业集中度和宏观经济变量对孟加拉国2007-2017年商业银行盈利能力的影响。银行的盈利能力由资产收益率(ROA)、净资产收益率(ROE)和净息差(NIM)来代表。本研究基于二次数据,采用STATA软件进行Hausman检验,采用固定效应模型。面板回归表明,成本效率对ROA和NIM有显著的负向影响。存贷比对总资产回报率的正向影响表明,应重视有效的资金管理,包括投资和评估支出。银行规模对盈利能力各项指标均有显著的负向影响,表明垄断竞争会降低银行利润。信用风险对净资产收益率有显著的正向影响。CR3测量的行业集中度与ROE呈正相关,与银行盈利能力(ROA)呈显著负相关。在宏观经济变量中,通货膨胀对净资产收益率具有显著的正影响,银行利差对净资产收益率具有显著的负影响。所有宏观经济变量的系数都被发现与银行盈利能力显著相关,而NIM测量。本研究建议进一步与公司治理、企业社会责任、存款保险等其他解释变量进行研究,以加快模型的建立,并采用结构方程模型、中介效应模型等构建计量经济模型。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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