Effect of subprime crisis on financing decisions and capital structure of Indian firms: a pre- and post- crisis study using system GMM methodology

Purpose - The subprime crisis (SPC) (2007–2008) has severely affected the economies across the globe. The Indian economy was also troubled because the SPC led to a sharp reduction in foreign trade and investment, a rise in the exchange rate volatility and disproportionate foreign-currency reserves. The present paper analyzes the financing pattern of Indian listed companies during the SPC. This study aims to ascertain the impacts of the SPC-2008 on the long-term and short-term financing decisions of Indian listed companies using novel data set and appropriate robust methodology. Design/methodology/approach - The study uses fixed effect model autoregressive of order 1 (FEM AR (1)) and system generalised method of moments (GMM) methodology on a sample data of 1,032 Indian non-financial listed companies on the Bombay Stock Exchange (BSE) for the period 1999 to 2019 to analyze the financing pattern during the crisis. Findings - The study finds that the Indian firms opted for de-leveraging, shortening the maturity of debt and short-term borrowing. This significant decline in the leverage and maturity of debt indicates that the companies in India generally followed the “rat race” model of the financing mix in the crisis. After the crisis, the firms have re-leveraged and expanded the maturity of debt up to 90%. This considerable expansion in leverage and maturity implies that the Indian firms are exposed to the “rollover risk.” This re-leverage risk is asymmetrically distributed for manufacturing and services firms. Manufacturing firms are found to be more exposed to this risk. Furthermore, tangibility, free cash flows and the liquidity available within the firms are the compelling elements of the financing decision during the crisis. Research limitations/implications - The study has not included the private firms and unorganized sectors in India. Moreover, the study has not analyzed disasters such as the Asian liquidity crisis, the information technology (IT) bubble crisis, the euro bond crisis and coronavirus disease 2019 (COVID-19) pandemic. Practical implications - The study finds that Indian firms are exposed to higher risk during the financial crisis and this risk is further aggravated by the rollover risk. Therefore, investors and creditors should consider these additional risks in the financial decisions and take more precautions. The study suggests that the regulators should make necessary adjustments in lending policy, corporate restructuring and tax policy to deal with the menace of a financial crisis. Social implications - Indian firms should avoid following the rate race financing model. Originality/value - This study aims to ascertain the impacts of the SPC-2008 on the long-term and short-term financing decisions of Indian listed companies using novel data set and appropriate robust methodology.