Evidence of Predicting Early Signs of Corporate Bankruptcy Using Financial Ratios in the Indian Landscape (2008.04782v1)

Abstract: Corporate bankruptcy impacts the functioning of the economy as it impacts its various stakeholders: Shareholders, financial and operational lenders, and the government. This paper aims to study the impact of a wide array of profitability, leverage and efficiency ratios to predict early signs of bankruptcy in public listed companies in India using a logistic regression considering impacts at two levels: one year and two years before the filing of bankruptcy with the NCLT during the year 2019. The study proves that the accuracies of the classification model are 81.4% and 85.1% respectively for one year and two years before the bankruptcy.