Bankruptcy Risk Prediction Using Altman’s Z-Score Model: An Empirical Study on Private Commercial Banks of Bangladesh

Debashis Saha
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Abstract

Now a days the financial stability is a current concern for central bank and practitioners of our country. The economy and the banking sector stability of Bangladesh is utmost regarding issue. Especially in our country there are numerous number of banks are established. Now what is “bankruptcy”, it is a legal proceeding involving a person or business that is unable to repay outstanding debts. There are various model to predict the bankruptcy risk though here in this study has been used Altman Z-score (1995) revised model. In this research 21 banks are considered as sample where all are listed in Dhaka stock exchange (DSE). Basically from the findings of the study it is quite interesting that the non-conventional banks are in better position in on an average overall z- score performance during the time period of 2009 to 2016 and the findings suggest to take private commercial banks under strict supervision of the central bank of Bangladesh. This research study is focusing on z-score performance and predicting future financial distress position of banking sector and defining the riskiness of being bankrupt by proving it through hypothesis testing and marking the acceptance of Altman Z-score model.
基于Altman Z-Score模型的破产风险预测——基于孟加拉国私营商业银行的实证研究
金融稳定是当前我国央行和从业人员关注的热点问题。孟加拉国的经济和银行业的稳定是最重要的问题。特别是在我国,建立了大量的银行。什么是“破产”,这是一个涉及个人或企业无法偿还未偿债务的法律程序。有各种各样的模型来预测破产风险,虽然在这里,本研究已使用Altman Z-score(1995)修正模型。本研究以达卡证券交易所(DSE)上市的21家银行为样本。基本上,从研究结果来看,非常有趣的是,非常规银行在2009年至2016年期间的平均总体z- score表现中处于更好的位置,研究结果建议将私人商业银行置于孟加拉国中央银行的严格监管之下。本研究主要关注z-score绩效,预测银行业未来的财务困境状况,并定义破产风险,通过假设检验进行证明,标志着Altman z-score模型的接受度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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