Analysis of a Bankruptcy Prediction Model for Companies in Chile

被引：0

作者：

Umana-Hermosilla, Benito ^{[1
]}

de la Fuente-Mella, Hanns ^{[2
]}

Elortegui-Gomez, Claudio ^{[2
]}

Ferrada-Rodriguez, Jorge ^{[1
]}

Arce-Rojas, Mauricio ^{[1
]}

机构：

[1] Univ Bio Bio, Dept Gest Empresarial, Ave Andres Bello 720, Chillan, Chile

[2] Pontificia Univ Catolica Valparaiso, Fac Ciencias Econ & Adm, Ave Brasil 2830, Valparaiso, Chile

来源：

ADVANCES IN ARTIFICIAL INTELLIGENCE, SOFTWARE AND SYSTEMS ENGINEERING (AHFE 2021) | 2021年 / 271卷

关键词：

Bankruptcy; Liquidation and reorganization; Insolvency; Econometric modeling;

D O I：

10.1007/978-3-030-80624-8_11

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

The objective of this research is to examine bankruptcy prediction models and their application in companies in Chile. For this, bankruptcy regulations in Chile and internationally, specifically the United States and Colombia, are analyzed. In turn, the procedures that companies can use today are examined. In addition, the existing prediction models are compared. The model chosen for the development of the research is the Altman Z-score, with which it is sought to confirm its validity, applying it to Chilean companies. For this research, companies were classified into two groups: healthy companies and companies with financial problems. According to the results, the Altman Z-score model on companies, five companies could be found which may need to take advantage of bankruptcy regulations.

引用

页码：83 / 90

页数：8

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