Altman Z-score模型在印度选择性酒店公司商业失败预测中的应用

Ashley D. Souza, Chandrashekhar R
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摘要

商业失败和破产这两个词会在组织的利益相关者中引起恐慌。然而,在一个充满挑战的环境中,企业感到了热度,并努力从长远来看做大。建议预见警告信号并预测业务失败,以避免公司特有的灾难。在过去的六七十年里,出现了许多预测模型,其中,Altman的Z-score模型被认为是预测企业失败的高度可靠的模型之一。本研究的目的是找出所选公司的财务绩效,并确定是否可以提前预测业务失败,以管理未来的风险。本文考虑了用于预测上市公司经营失败的Altman Z-score模型。在印度国家证券交易所上市的总共10家酒店组织被考虑纳入这项研究。该研究分析了2018年至2022年期间的5年财务数据。该研究表明,印度的酒店公司正处于大流行后的困难阶段。研究中选择的10家公司中有9家显示出破产的迹象,因为Altman的z分数低于1.8,处于困境区域。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Application of Altman’s Z-score model in predicting business failures of selective hospitality companies in India
Business failure and bankruptcy are the two words that create panic among stakeholders of the organization. However, with a challenging environment, businesses feel the heat and struggle to make big in the long run. It is recommended to foresee the warning signs and predict business failures to avoid company-specific catastrophes. Numerous predictive models were developed over the last six to seven decades, and among many, Altman’s Z-score model is considered one of the highly reliable models in predicting business failure. The purpose of the research is to find out the financial performance of the companies selected for the study and to identify whether business failure can be predicted in advance to manage future risks. This paper considers Altman’s Z-score model that is used to predict business failures of public companies. A total of 10 hospitality organizations listed in the National Stock Exchange of India are considered for the study. The study analyzes the 5-year financial data from the 2018 to 2022 period. The study reveals that hospitality companies in India are undergoing a difficult phase post-pandemic. Nine out of ten companies selected for the study showed signs of bankruptcy as Altman’s Z-score of companies considered for the study is lower than 1.8 which is in the distress zone.
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