Open Access Open Access  Restricted Access Subscription Access
Open Access Open Access Open Access  Restricted Access Restricted Access Subscription Access

Bank Risk Exposure: the Time-varying Impact on Indian Commercial Banks


Affiliations
1 Research Scholar, Department of Management Studies, Indian Institute of Technology Madras, Chennai, Tamil Nadu, India
2 Professor, Department of Management Studies, Indian Institute of Technology Madras, Chennai, Tamil Nadu, India
     

   Subscribe/Renew Journal


Time’ and ‘value’ are the huge assets used by banks in risk management. This paper investigates the time-varying impact on the value of banks’ asset-liability positions to the macroeconomic fluctuations in the bank risk factors, such as interest rate risk, credit risk, foreign exchange risk, and equity risk. The value positions of 110 Indian commercial banks, including foreign banks, at various asset-liability maturity patterns are considered for measuring their position exposures. Results show that bank deposits, bank investments, and loans and advances are highly significant to all the risk factors, while decisions on bank borrowings and hedge policies are based on the internal regulatory requirements. Hence, they are significant only with the interest rate risk factor. Deposits with a maturity period of 15-28 days; 29 days to three months; and over three to six months have shown high sensitivity, which might indicate the risk averse nature of bank clients with immediate liquidity requirements. This indicates deteriorating credit conditions, signalling an increase in the probability of default, which decreases the economic value of the deposits. The same bank deposits with a highly negative significance to equity risk supports the portfolio rebalancing activities of clients, from illiquid low-return long-term investments to liquid high-return market portfolios, as hypothesised in recent banking literature. The study reports that maintaining a safe level of maturity management and predicting risk tolerance levels are the best ways for banks to devise proper risk management approaches.

Keywords

Bank Risk Exposure, Position Exposures, Maturity Pattern, Time-varying Impact, Corporate Risk Management
Subscription Login to verify subscription
User
Notifications
Font Size


  • Acharya, V. V. (2018, January 15). Understanding and managing interest rate risk at banks. Central Bank Speech at Fixed Income Money Markets and Derivatives Association (FIIMDA) Annual Dinner, Mumbai.
  • Agrawal, T. J., & Sehgal, S. (2018). Dynamic interaction of bank risk exposures: An empirical study for the Indian banking industry. IIM Kozhikode Society & Management Review, 7(2), 132-153.
  • Agarwal, P., Arora, D., Kashiramka, S., & Jain, P. K. (2021). The impact of non-performing assets on bank performance under Basel regime-empirical evidence from India. Journal of Commerce & Accounting Research, 10(3), 36-45.
  • Arora, A. (2012). The impact of size on credit risk management strategies in commercial banks: Empirical evidence from India. The IUP Journal of Financial Risk Management, 9(3), 24-44.
  • Arora, A. (2013). Credit risk management operations and systems: Does ownership matter? IIMS Journal of Management Science, 4(1), 77-87.
  • Banerjee, G., Das, A., Jana, K., & Shetty, S. (2017). Effects of derivatives usage and financial statement items on capital market risk measures of Bank stocks: Evidence from India. Journal of Economics and Finance, 41(3), 487-504.
  • BCBS. (1999). Principles for the management of credit risk. Retrieved November 30, 2020, from https://www.bis.org/publ/bcbs54.htm
  • Begenau, J., Piazzesi, M., & Schneider, M. (2015). Banks’ risk exposures. National Bureau of Economic Research Working Paper (No. w21334).
  • Bernadette, M., & Williamson, R. (2005). How much do banks use credit derivatives to reduce risk? National Bureau of Economic Research Working Paper.
  • Bessler, W., & Kurmann, P. (2012). Conditional factor models for European banks. In Challenges at the Interface of Data Analysis, Computer Science, and Optimization (pp. 435-442). Berlin, Heidelberg: Springer.
  • Bessler, W., & Kurmann, P. (2014). Bank risk factors and changing risk exposures: Capital market evidence before and during the financial crisis. Journal of Financial Stability, 13, 151-166.
  • Bodla, B. S., & Verma, R. (2009). Credit risk management framework at banks in India. ICFAI Journal of Bank Management, 8(1), 47-72.
  • Choi, J. J., & Elyasiani, E. (1997). Derivative exposure and the interest rate and exchange rate risks of US banks. Journal of Financial Services Research, 12(2), 267-286.
  • Das, A., & Ghosh, S. (2007). Determinants of credit risk in Indian state-owned banks: An empirical investigation (MPRA Paper No. 17301). Retrieved March 16, 2018, from https://www.researchgate.net/publication/228972423
  • Drehmann, M., Sorensen, S., & Stringa, M. (2006, June). Integrating credit and interest rate risk: A theoretical framework and an application to banks’ balance sheets. In Bank for International Settlements Conference on “Risk Management and Regulation in Banking” (pp. 29-30). Switzerland: Basel.
  • Elyasiani, E., & Mansur, I. (1998). Sensitivity of the bank stock returns distribution to changes in the level and volatility of interest rate: A GARCH-M model. Journal of Banking & Finance, 22(5), 535-563.
  • Flannery, M. J., & James, C. M. (1984). The effect of interest rate changes on the common stock returns of financial institutions. The Journal of Finance, 39(4), 1141-1153.
  • Fraser, D. R., Madura, J., & Weigand, R. A. (2002). Sources of bank interest rate risk. Financial Review, 37(3), 351-367.
  • Fridson, M. S., & Garman, M. C. (1997). Real interest rates and the default rate on high-yield bonds. Journal of Fixed Income, 7(2), 29-34.
  • Goel, P. (2018). Cyclicality of non-performing assets: Evidence from Indian banking industry. Journal of Commerce & Accounting Research, 7(3), 13-19.
  • Guay, W. R. (1999). The impact of derivatives on firm risk: An empirical examination of new derivative users. Journal of Accounting and Economics, 26(1-3), 319-351.
  • Guay, W., & Kothari, S. P. (2003). How much do firms hedge with derivatives? Journal of Financial Economics, 70(3), 423-461.
  • Hirtle, B. J. (1997). Derivatives, portfolio composition, and bank holding company interest rate risk exposure. Journal of Financial Services Research, 12(2), 243-266.
  • Iscoe, I., Kreinin, A., & Rosen, D. (1999). An integrated market and credit risk portfolio model. Algo Research Quarterly, 2(3), 21-38.
  • Jagotra, S., Singh, H., & Singh, A. (2019). Co-integration among stock prices and macroeconomic variables in india-a banking sector perspective. Journal of Commerce & Accounting Research, 8(2), 1-8.
  • Klein, R. F., & Chow, V. K. (2013). Orthogonalized factors and systematic risk decomposition. The Quarterly Review of Economics and Finance, 53(2), 175-187.
  • Kumar, M., Arora, A., & Lahille, J. P. (2011). Construct of credit risk management index for commercial banks. Banks and Bank Systems, 6(1), 16-25.
  • Kumar, D. (2017). Factors impacting the interest rate derivatives usage in Indian commercial banks. Theoretical Economics Letters, 7(3), 596.
  • Lin, L. (2020). Bank deposits and the stock market. The Review of Financial Studies, 33(6), 2622-2658.
  • Makkar, A., & Singh, S. (2013). Interest rate risk of selected Indian commercial banks: An application of GAP analysis model. The IUP Journal of Bank Management, 12(4), 58-69.
  • Martin, A. D., & Mauer, L. J. (2003). Transaction versus economic exposure: Which has greater cash flow consequences? International Review of Economics & Finance, 12(4), 437-449.
  • Muller, A., & Verschoor, W. F. (2006). Asymmetric foreign exchange risk exposure: Evidence from US multinational firms. Journal of Empirical Finance, 13(4), 495-518.
  • Patnaik, I., & Shah, A. (2004). Interest rate volatility and risk in Indian banking (vol. 4). IMF Working Paper No. WP/04/17. Washington, DC: International Monetary Fund.
  • Prabhavathi, C. (2013). Impact of interest rate risk in banking system. Indian Journal of Applied Research, 3(6), 314-316.
  • Ramesh, K. (2019). Determinants of bank performance: Evidence from the Indian commercial banks. Journal of Commerce & Accounting Research, 8(2), 66-71.
  • Reserve Bank of India (RBI). (2002). Risk management systems in banks. Retrieved from https://rbidocs.rbi.org.in/rdocs/notificat ion/PDFs/9492.pdf
  • Reserve Bank of India (RBI). (2002a). Guidance notes on credit risk management. Department of Banking Operations and Development, RBI, Mumbai. Retrieved from https://www.rbi.org.in/scripts/NotificationUser.aspx?Mode=0&Id=906
  • Reserve Bank of India. (RBI). (2004). Guidance notes on International banking statistics of India. RBI Bulletin. Retrieved from https://www.rbi.org.in/scripts/BS_ViewBulletin.aspx?Id=6694
  • Reserve Bank of India. (RBI). (2019). Report on Management of Foreign Exchange Reserves. Publications by RBI. Retrieved from https://m.rbi.org.in/Scripts/PublicationsView.aspx?id=19442
  • Sehgal, S., & Agrawal, T. J. (2017). Bank risk factors and changing risk exposures in the pre-and post-financial crisis periods: An empirical study for India. Management and Labour Studies, 42(4), 356-378.
  • Shamsuddin, A. F. (2009). Interest rate and foreign exchange risk exposures of Australian banks: A note. International Journal of Banking and Finance, 6(2), 129-138.
  • Sharma, M. (2012). Evaluation of Basel III revision of quantitative standards for implementation of internal models for market risk. IIMB Management Review, 24(4), 234-244.
  • Stulz, R. M. (1996). Rethinking risk management. Journal of Applied Corporate Finance, 9(3), 8-25.
  • Sukcharoensin, P. (2013). Time-varying market, interest rate and exchange rate risks of Thai commercial banks. Asian Academy of Management Journal of Accounting and Finance, 9(1), 25-45.
  • Sy, A. (2005). Managing the interest rate risk of Indian banks’ government securities holdings (IMF Working Paper No. WP/05/78). Washington, DC: International Monetary Fund

Abstract Views: 164

PDF Views: 0




  • Bank Risk Exposure: the Time-varying Impact on Indian Commercial Banks

Abstract Views: 164  |  PDF Views: 0

Authors

A. Karen Nisha
Research Scholar, Department of Management Studies, Indian Institute of Technology Madras, Chennai, Tamil Nadu, India
R. Madhumathi
Professor, Department of Management Studies, Indian Institute of Technology Madras, Chennai, Tamil Nadu, India

Abstract


Time’ and ‘value’ are the huge assets used by banks in risk management. This paper investigates the time-varying impact on the value of banks’ asset-liability positions to the macroeconomic fluctuations in the bank risk factors, such as interest rate risk, credit risk, foreign exchange risk, and equity risk. The value positions of 110 Indian commercial banks, including foreign banks, at various asset-liability maturity patterns are considered for measuring their position exposures. Results show that bank deposits, bank investments, and loans and advances are highly significant to all the risk factors, while decisions on bank borrowings and hedge policies are based on the internal regulatory requirements. Hence, they are significant only with the interest rate risk factor. Deposits with a maturity period of 15-28 days; 29 days to three months; and over three to six months have shown high sensitivity, which might indicate the risk averse nature of bank clients with immediate liquidity requirements. This indicates deteriorating credit conditions, signalling an increase in the probability of default, which decreases the economic value of the deposits. The same bank deposits with a highly negative significance to equity risk supports the portfolio rebalancing activities of clients, from illiquid low-return long-term investments to liquid high-return market portfolios, as hypothesised in recent banking literature. The study reports that maintaining a safe level of maturity management and predicting risk tolerance levels are the best ways for banks to devise proper risk management approaches.

Keywords


Bank Risk Exposure, Position Exposures, Maturity Pattern, Time-varying Impact, Corporate Risk Management

References