Bankruptcy Prediction Model of Banks in Indonesia Based on Capital Adequacy Ratio

Lis Sintha
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引用次数: 2

Abstract

Objective - The purpose of this study is to examine the influence of capital on bankruptcy banks. The hypothesis of this research is that capital has an effect on the bankruptcy of a bank. Methodology/Technique - This research examines financial reports between 2005-2014. An econometric model with a logistical regression analysis technique is used. In this study, capital is measured by CAR, taking into account credit risk; CAR by taking into account market risk; Ratio of Obligation to Provide Minimum Capital for Credit Risk and Operational Risk; Ratio of Minimum Capital Adequacy Ratio for Credit Risk, Operational Risk and Market Risk; Capital Adequacy Requirements (CAR). Findings - The results show that the capital adequacy ratio for market ratio and capital adequacy ratio for credit ratio and operational ratio support the research hypothesis and can form a logit model. The test results of CAR by taking into account credit risk, Minimum Capital Requirement Ratio for Credit Risk, Operational Risk and Market Risk and Minimum Capital Provision Obligations do not support the research hypothesis. Novelty – This paper contribute to bank bankruptcy prediction models based on time dimension and bank groups using financial ratios which are expected can influence bank in bankrupt condition. Type of Paper - Empirical. Keywords: Banking crisis, Cost of bankruptcy, Adequacy Ratio, Financial ratios, Prediction models JEL Classification: G32, G33, G39. DOI: https://doi.org/10.35609/jfbr.2019.4.1(2)
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基于资本充足率的印尼银行破产预测模型
目的-本研究的目的是检验资本对破产银行的影响。本研究的假设是资本对银行破产有影响。方法/技术-本研究考察了2005-2014年间的财务报告。采用计量经济模型和逻辑回归分析技术。在本研究中,考虑到信用风险,资本是用CAR来衡量的;考虑到市场风险;信用风险和操作风险最低资本金义务比信用风险、操作风险和市场风险的最低资本充足率资本充足要求(CAR)。结果表明:市场资本充足率、信贷资本充足率和经营资本充足率的资本充足率支持研究假设,可以形成logit模型。考虑信用风险、信用风险最低资本充足率、操作风险和市场风险以及最低资本拨备义务的CAR检验结果不支持研究假设。新颖性:本文建立了基于时间维度的银行破产预测模型,并利用财务比率对银行破产状况的影响进行了预测。论文类型-经验性。关键词:银行危机,破产成本,充足率,财务比率,预测模型sgel分类:G32, G33, G39DOI: https://doi.org/10.35609/jfbr.2019.4.1 (2)
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