Bank Profitability Determinants: Firm-Level Observations in the ASEAN-5 Markets

Nur Diyana Athirah Binti Adnan, W. Lau, S. Law
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Abstract

This paper aims to investigate the bank-specific characteristics and macroeconomic factors affecting the profitability performance of the Southeast Asian banking sector. The sample markets cover the five original members of ASEAN, i.e. Indonesia, Malaysia, Philippines, Singapore, and Thailand, whereas the sample period encompasses the years between 2010 and 2017. While a healthy financial system is important for the economic sustainability and growth, there are still limited studies to understand how banks generally perform in this region. Our findings largely support the existing hypotheses about the importance of certain micro- and macro variables while contributing new empirical evidence to the current literature. The bank size, loan to assets, loan loss provision, non-interest incomes and expenses, and capital adequacy remain relevant in influencing bank profitability in the ASEAN-5 region. Macroeconomic variables of inflation, interest rate, market concentration and GDP per capita play considerable roles in profitability when they are assessed separately from the bank-specific factors. It is worth noting that the bank-level factors remain important and outplay the macroeconomic factors when they are considered at the same time. The result robustness is of a certain level of satisfaction because comparisons have been performed across individual countries and across different regression models of pooled ordinary least squares model, random effect model, and fixed effect model for all the tentative tests. Both the return on assets and return on equity are examined. Combining both micro- and macroeconomic variables in the regressions also indicates an overall improvement in the r-squared under the same models.
银行盈利能力的决定因素:东盟五国市场的企业层面观察
本文旨在研究影响东南亚银行业盈利能力表现的银行特征和宏观经济因素。样本市场覆盖了东盟的五个原始成员国,即印度尼西亚、马来西亚、菲律宾、新加坡和泰国,而样本期为2010年至2017年。虽然健康的金融体系对经济的可持续性和增长至关重要,但了解该地区银行总体表现的研究仍然有限。我们的研究结果在很大程度上支持了关于某些微观和宏观变量重要性的现有假设,同时为当前文献提供了新的经验证据。银行规模、贷款与资产比率、贷款损失拨备、非利息收入和支出以及资本充足率对东盟五国地区的银行盈利能力仍有影响。通货膨胀、利率、市场集中度和人均GDP等宏观经济变量与银行特定因素分开评估时,对盈利能力的影响相当大。值得注意的是,当同时考虑宏观经济因素时,银行层面的因素仍然很重要,并且比宏观经济因素更重要。结果稳健性是一定程度的满意,因为已经在各个国家和不同的回归模型之间进行了比较,这些模型包括普通最小二乘模型、随机效应模型和固定效应模型。资产报酬率和股本报酬率都被检查。在回归中结合微观和宏观变量也表明,在相同的模型下,r平方的总体改善。
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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