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Assessing the Impact of Black Swan Events on Indian Banking Resilience

Author

Listed:
  • Sudipa Majumdar

    (Sudipa Majumdar is Director at the Integrated Research and Action for Development (IRADe), New Delhi, India. Email: smajumdar@irade.org)

  • Sabyasachi Tripathi

    (Sabyasachi Tripathi (corresponding author) is an Associate Professor at the Symbiosis School of Economics, Symbiosis International (Deemed University), Pune, Maharashtra, India. E-mail: sabyasachi.tripathi@sse.ac.in)

  • Amanpreet Gala

    (Amanpreet Gala is a postgraduate student at the Symbiosis School of Economics, Pune, Maharashtra, India. Email: amanpreet.gala@sse.ac.in)

Abstract

This study investigates the financial soundness of commercial banks in India during the period 2005–2024, which was marked by extreme economic turmoil owing to Black Swan events, such as the Global Financial Crisis of 2008, demonetisation in 2016, and the worldwide lockdown due to the COVID-19 pandemic. Bank-specific ratio indicators and macroeconomic variables have been used in the paper, and long-run industry effects have been captured using a dynamic two-step Generalised Method of Moments (GMM) estimation. The results point to a strong endurance in bank profitability, driven by internal balance-sheet fundamentals. Asset quality has a consistently negative impact across all ownership groups, while managerial efficiency emerges as the most positive. Public sector banks are primarily stabilised by capital and liquidity buffers, reflecting their greater reliance on regulatory safety nets. The sector’s post-2008 crisis resilience is highlighted by the relative insignificance of macroeconomic factors and the impact of the demonetisation shock. COVID-19 had a neutral or positive effect, mainly due to the extensive support measures implemented by the Reserve Bank of India (RBI). In contrast, the 2008 crisis had a negative impact, primarily because of the limited effectiveness of the policies in place. Robustness checks using alternative profit indicators confirm the consistency of the results. Therefore, this study provides empirical evidence for the long-term stability and financial resilience of the Indian banking system. JEL Codes: G21, E44, E52, C26

Suggested Citation

  • Sudipa Majumdar & Sabyasachi Tripathi & Amanpreet Gala, 2026. "Assessing the Impact of Black Swan Events on Indian Banking Resilience," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 20(1), pages 97-122, May.
  • Handle: RePEc:sae:mareco:v:20:y:2026:i:1:p:97-122
    DOI: 10.1177/00252921261432790
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    Keywords

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    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy
    • C26 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Instrumental Variables (IV) Estimation

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