Analyzing the Effects of Macroeconomic Factors on the Financial Performance of Bangladeshi Commercial Banks

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Abstract

Since banks mobilize financial resources across the economy, they are expected to be critical in bringing about financial stability and economic progress. The purpose of this research was to determine the impact of macroeconomic variables on the financial performance of commercial banks in Bangladesh. From the World Bank website, secondary data were gathered for the fiscal years 2010 through 2021. Correlation, multiple linear regression, factor analysis, and model selection criteria were utilized for this study. From the correlation analysis, it was observed that the inflation rate was significantly and positively correlated with the financial performance of commercial banks in Bangladesh. From the multiple linear regression analysis, it was seen that import, exchange rate, and inflation rates have a substantial impact on Bangladesh's commercial banks' financial performance. From the factor analysis, it was observed that GDP and imports are highly correlated with Bangladesh's commercial banks' financial performance. Based on the model selection criteria, it was discovered that the model including all variables is the best. The government, other researchers, bank managers, possible investors, financial experts, and anybody else involved in Bangladesh's banking sector should all take note of the findings.
分析宏观经济因素对孟加拉国商业银行财务业绩的影响
由于银行在整个经济中调动金融资源,因此它们在实现金融稳定和经济进步方面至关重要。本研究旨在确定宏观经济变量对孟加拉国商业银行财务业绩的影响。研究人员从世界银行网站收集了 2010 至 2021 财年的二手数据。本研究采用了相关分析、多元线性回归、因素分析和模型选择标准。从相关性分析中可以看出,通货膨胀率与孟加拉国商业银行的财务绩效呈显著正相关。从多元线性回归分析中可以看出,进口、汇率和通货膨胀率对孟加拉国商业银行的财务绩效有很大影响。从因子分析中可以看出,国内生产总值和进口与孟加拉国商业银行的财务绩效高度相关。根据模型选择标准,发现包含所有变量的模型是最好的。政府、其他研究人员、银行经理、可能的投资者、金融专家以及与孟加拉国银行业有关的任何人都应注意到这些研究结果。
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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