Determinants of credit risk: A multiple linear regression analysis of Peruvian municipal savings banks

IF 1.4 Q3 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Decision Science Letters Pub Date : 2022-01-01 DOI:10.5267/j.dsl.2022.4.003
Valentín J. Calderon-Contreras, Jhony Ostos, Wilmer Florez-Garcia, Harold D. Angulo-Bustinza
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引用次数: 1

Abstract

In order to identify the determinants that influence the credit risk of Peruvian municipal savings banks, this quantitative research uses a nonexperimental design and a longitudinal sample to analyze monthly data corresponding to macroeconomic variables and microfinance institutions’ internal variables from 2011 to 2020. Using multiple linear regression, the results show that the interest rate, unemployment rate, and liquidity ratio positively influence the credit risk of Peruvian municipal savings banks; the study also shows that gross domestic product, efficiency of administrative expenses, solvency, and coverage of provisions exert a negative influence on credit risk. It is concluded that seven of the eight independent variables studied influence the credit risk of Peruvian municipal savings banks; only the inflation variable does not significantly influence credit risk.
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信用风险的决定因素:秘鲁市政储蓄银行的多元线性回归分析
为了确定影响秘鲁市政储蓄银行信贷风险的决定因素,本定量研究采用非实验设计和纵向样本,分析2011 - 2020年宏观经济变量和小额信贷机构内部变量对应的月度数据。运用多元线性回归分析结果表明,利率、失业率和流动性比率对秘鲁市政储蓄银行的信贷风险有正向影响;研究还表明,国内生产总值、行政费用效率、偿付能力和拨备覆盖率对信用风险产生负向影响。结果表明,研究的8个自变量中有7个影响秘鲁市政储蓄银行的信贷风险;只有通货膨胀变量对信用风险没有显著影响。
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来源期刊
Decision Science Letters
Decision Science Letters Decision Sciences-Decision Sciences (all)
CiteScore
3.40
自引率
5.30%
发文量
49
审稿时长
20 weeks
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