RATING FOR ASSESSMENT OF CREDIT UNIONS: AN APPLICATION OF THE PEARLS MODEL

被引:1
作者
Huscher, Paulo Fabricio [1 ]
Moreira, Vilmar Rodrigues [2 ]
Silva, Rodrigo Alves [3 ]
机构
[1] Banco Brasil, Brasilia, DF, Brazil
[2] PPGCOOP PUCPR, Programa Posgrad Gestao Cooperat, Curitiba, Parana, Brazil
[3] Univ Tecnol Fed Parana UTFPR, Curitiba, Parana, Brazil
来源
REVISTA DE GESTAO FINANCAS E CONTABILIDADE | 2020年 / 10卷 / 02期
关键词
Credit Risk; Credit Rating; Credit Unions; PEARLS Model;
D O I
10.18028/rgfc.v10i2.9534
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
As other financial organizations, to perform their activities credit unions carry out loans and intermediation operations, offering credit risk to other agents. The goal of this paper is to present a rating model for assessment of credit unions. It was used financial data available through the COSIF system of Central Bank of Brazil, the PEARLS model of economic-financial assessment and the classification methodology of the Brazilian Guarantee Fund for Credit Unions (FGCOOP). The rating model was estimated through multinomial logistic regression. The total accuracy was 80.1%. With the model results and considering its high accuracy degree, it is possible to verify that the use of PEARLS model allowed the development of a model for monitoring the risks that credit unions represent to financial market. The achieved rating model is simple and has a practical relevance to agents. The academic relevance is related to the methodology for economic-financial assessment of credit unions which can be a reference for future studies. Moreover, the relevance is highlighted due to lack of studies on ratings to assess financial firms in Brazil.
引用
收藏
页码:22 / 38
页数:17
相关论文
共 18 条
[1]  
BACEN Banco Central do Brasil, PAN SIST NAC CRED CO
[2]   Credit rating model development: An ordered analysis based on accounting data [J].
Balios, Dimitris ;
Thomadakis, Stavros ;
Tsipouri, Lena .
RESEARCH IN INTERNATIONAL BUSINESS AND FINANCE, 2016, 38 :122-136
[3]  
BARROSO M. F. G., 2012, CONTABILIDADE VISTA, V23, P145
[4]  
Bialoskorski Neto S., 2012, EC GESTAO ORG COOPER
[5]  
Bressan Valéria Gama Fully, 2011, RAM, Rev. Adm. Mackenzie, V12, P113
[6]  
CARREIRO L. C., 2008, C BRAS CUST 15 2008, VXV
[7]  
CREPALDI J. A. L., 2015, CO REV ESTUDOS EC, V4, P1
[8]  
FAVERO L. P., 2017, Manual de analise de dados: estatistica e modelagem multivariada com excel, SPSS e Stata
[9]  
FGCOOP, 2017, NTR
[10]  
Bressan VGF, 2010, REV CONTAB CONTROL-R, V2, P58