THE DETERMINANTS OF ANGOLAN BANKS’ EFFICIENCY

Clara Pires, Carla Santos, Nádia Silva
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Abstract

Globalization has led to a growing increase in financial institutions, as well as to the diversification of their services, due to the international circulation of capital. In view of this increase, the Angolan market has become progressively more competitive, making efficiency a major factor in its survival in the market.This study aimed to analyse the determinants of efficiency in the Angolan banking sector by examining the period from 2014 to 2019. To achieve this objective, we first applied the non-parametric data envelopment analysis methodology to estimate the efficiency levels of banks, and in the second phase, we used a multiple linear regression to obtain an explanatory model of Angolan banking efficiency.In the first stage, the classic Banker, Charnes and Cooper model was used with input orientation, employing the variables of staff expenses and deposits as the inputs, and the total credit as the output, ranking the banks descending order of their efficiency scores. In the second stage, through multiple linear regression, efficiency was expressed as a function of variables measuring the capital adequacy, asset quality, management quality, profitability and liquidity of the banks under study.The variables that proved to be statistically significant in the efficiency of Angolan banking were the solvency ratio, the relationship between liabilities and equity and return on equity.
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安哥拉银行效率的决定因素
由于资本的国际流通,全球化导致金融机构日益增多,其服务也日趋多样化。鉴于这种增长,安哥拉市场的竞争变得日益激烈,效率成为其在市场中生存的主要因素。本研究旨在通过对2014年至2019年期间的研究,分析安哥拉银行业效率的决定因素。为实现这一目标,我们首先采用了非参数数据包络分析方法来估算银行的效率水平,在第二阶段,我们采用了多元线性回归方法来获得安哥拉银行业效率的解释模型。在第一阶段,我们采用了经典的Banker、Charnes和Cooper模型,以员工支出和存款为输入变量,以信贷总额为输出变量,按银行的效率得分从高到低排序。在第二阶段,通过多元线性回归,将效率表示为衡量所研究银行的资本充足率、资产质量、管理质量、盈利能力和流动性等变量的函数。事实证明,对安哥拉银行业效率具有统计意义的变量是偿付能力比率、负债与股本之间的关系以及股本回报率。
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