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Nexus Between Indian Financial Markets and Macro-economic Shocks: A VAR Approach

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  • Prabhas Kumar Rath

    (Securities and Exchange Board of India)

Abstract

This paper studies the nexus between asset returns volatility in six major segments of Indian financial markets (viz. money, equity, gsec, forex, equity and banking stocks) and macro-economic shocks (viz. GDP, Inflation, Current Account Deficit, market capitalisation to GDP ratio, US Treasury Yield and Foreign Portfolio Investment). The period of study is from April 2002 to March 2021, a period covering four instances of significant economic and financial market stress. Findings of the study are generally aligned to economic theory, except for the case of gsec market. Besides, macro-variables were found to be exerting greater impact when they are in their weaker/unstable state and the behaviour of US treasury yield and FPI flows were found be more significant factors during stress periods and recovery immediately thereafter. Therefore, there is a need to focus on maintaining macroeconomic stability as a policy to foster financial market stability. Besides, there is a need to monitor a customized and dynamic list of macroeconomic variables in respect of each of the financial market segments to decide on the timing, type and quantum of policy and regulatory responses from time to time. This study contributed towards financial markets public policy, particularly during periods of uncertainties.

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  • Prabhas Kumar Rath, 2023. "Nexus Between Indian Financial Markets and Macro-economic Shocks: A VAR Approach," Asia-Pacific Financial Markets, Springer;Japanese Association of Financial Economics and Engineering, vol. 30(1), pages 131-164, March.
    • Handle: RePEc:kap:apfinm:v:30:y:2023:i:1:d:10.1007_s10690-022-09372-w
    DOI: 10.1007/s10690-022-09372-w
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    as
    1. Acharya, Viral V. & Pedersen, Lasse Heje, 2005. "Asset pricing with liquidity risk," Journal of Financial Economics, Elsevier, vol. 77(2), pages 375-410, August.
    2. de Goeij, Peter & Marquering, Wessel, 2006. "Macroeconomic announcements and asymmetric volatility in bond returns," Journal of Banking & Finance, Elsevier, vol. 30(10), pages 2659-2680, October.
    3. Acharya, Viral V., 2009. "A theory of systemic risk and design of prudential bank regulation," Journal of Financial Stability, Elsevier, vol. 5(3), pages 224-255, September.
    4. Nadeem Ul Haque & Manmohan S. Kumar & Nelson Mark & Donald J. Mathieson, 1996. "The Economic Content of Indicators of Developing Country Creditworthiness," IMF Staff Papers, Palgrave Macmillan, vol. 43(4), pages 688-724, December.
    5. Das, Sanjiv R., 2002. "The surprise element: jumps in interest rates," Journal of Econometrics, Elsevier, vol. 106(1), pages 27-65, January.
    6. Lyons, Richard K., 1995. "Tests of microstructural hypotheses in the foreign exchange market," Journal of Financial Economics, Elsevier, vol. 39(2-3), pages 321-351.
    7. Cheung, Yin-Wong & Chinn, Menzie D. & Pascual, Antonio Garcia, 2005. "Empirical exchange rate models of the nineties: Are any fit to survive?," Journal of International Money and Finance, Elsevier, vol. 24(7), pages 1150-1175, November.
    8. Paul Alagidede & Muazu Ibrahim, 2017. "On the Causes and Effects of Exchange Rate Volatility on Economic Growth: Evidence from Ghana," Journal of African Business, Taylor & Francis Journals, vol. 18(2), pages 169-193, April.
    9. Song l KAK LL ACARAVCI & Ahmet Ertugrul ALIM, 2013. "Turkish Banking Sector's Profitability Factors," International Journal of Economics and Financial Issues, Econjournals, vol. 3(1), pages 27-41.
    10. Giannellis, Nikolaos & Papadopoulos, Athanasios P., 2011. "What causes exchange rate volatility? Evidence from selected EMU members and candidates for EMU membership countries," Journal of International Money and Finance, Elsevier, vol. 30(1), pages 39-61, February.
    11. Fama, Eugene F, 1971. "Risk, Return, and Equilibrium," Journal of Political Economy, University of Chicago Press, vol. 79(1), pages 30-55, Jan.-Feb..
    12. Elisa Menicucci & Guido Paolucci, 2016. "The determinants of bank profitability: empirical evidence from European banking sector," Journal of Financial Reporting and Accounting, Emerald Group Publishing Limited, vol. 14(1), pages 86-115, July.
    13. Hong G. Min, 1998. "Determinants of emerging market bond spread : do economic fundamentals matter?," Policy Research Working Paper Series 1899, The World Bank.
    14. Mark P. Taylor & Lucio Sarno, 2001. "Official Intervention in the Foreign Exchange Market: Is It Effective and, If So, How Does It Work?," Journal of Economic Literature, American Economic Association, vol. 39(3), pages 839-868, September.
    15. Helinä Laakkonen, 2007. "The Impact of Macroeconomic News on Exchange Rate Volatility," Finnish Economic Papers, Finnish Economic Association, vol. 20(1), pages 23-40, Spring.
    16. Acharya, Viral V. & Amihud, Yakov & Bharath, Sreedhar T., 2013. "Liquidity risk of corporate bond returns: conditional approach," Journal of Financial Economics, Elsevier, vol. 110(2), pages 358-386.
    17. Sanjay Ramchander & Marc Simpson & Mukesh Chaudhry, 2003. "The impact of inflationary news on money market yields and volatilities," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 27(1), pages 85-101, March.
    18. Paul, Satya & Mallik, Girijasankar, 2003. "Macroeconomic Factors and Bank and Finance Stock Prices: The Australian Experience," Economic Analysis and Policy, Elsevier, vol. 33(1), pages 23-30, March.
    19. Long Chen & David A. Lesmond & Jason Wei, 2007. "Corporate Yield Spreads and Bond Liquidity," Journal of Finance, American Finance Association, vol. 62(1), pages 119-149, February.
    20. Gemmill, Gordon & Keswani, Aneel, 2011. "Downside risk and the size of credit spreads," Journal of Banking & Finance, Elsevier, vol. 35(8), pages 2021-2036, August.
    21. Francis X. Diebold & Kamil Yılmaz, 2007. "Macroeconomic Volatility and Stock Market Volatility,World-Wide," Koç University-TUSIAD Economic Research Forum Working Papers 0711, Koc University-TUSIAD Economic Research Forum.
    22. Allen, Franklin & Gale, Douglas, 2004. "Competition and Financial Stability," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(3), pages 453-480, June.
    23. Ioana Alexopoulou & Irina Bunda & Annalisa Ferrando, 2010. "Determinants of Government Bond Spreads in New EU Countries," Eastern European Economics, Taylor & Francis Journals, vol. 48(5), pages 5-37, September.
    24. Morelli, David, 2002. "The relationship between conditional stock market volatility and conditional macroeconomic volatility: Empirical evidence based on UK data," International Review of Financial Analysis, Elsevier, vol. 11(1), pages 101-110.
    25. Jan Ericsson & Olivier Renault, 2006. "Liquidity and Credit Risk," Journal of Finance, American Finance Association, vol. 61(5), pages 2219-2250, October.
    26. Mukherjee, Tarun K & Naka, Atsuyuki, 1995. "Dynamic Relations between Macroeconomic Variables and the Japanese Stock Market: An Application of a Vector Error Correction Model," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 18(2), pages 223-237, Summer.
    27. Wei Huang & K. K. Lai & Y. Nakamori & Shouyang Wang, 2004. "Forecasting Foreign Exchange Rates With Artificial Neural Networks: A Review," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 3(01), pages 145-165.
    28. Mark, Nelson C. & Sul, Donggyu, 2001. "Nominal exchange rates and monetary fundamentals: Evidence from a small post-Bretton woods panel," Journal of International Economics, Elsevier, vol. 53(1), pages 29-52, February.
    29. Ross, Stephen A, 1989. " Information and Volatility: The No-Arbitrage Martingale Approach to Timing and Resolution Irrelevancy," Journal of Finance, American Finance Association, vol. 44(1), pages 1-17, March.
    30. Eissa A. Al-Homaidi & Mosab I. Tabash & Najib H. S. Farhan & Faozi A. Almaqtari, 2018. "Bank-specific and macro-economic determinants of profitability of Indian commercial banks: A panel data approach," Cogent Economics & Finance, Taylor & Francis Journals, vol. 6(1), pages 1548072-154, January.
    31. Meese, Richard A. & Rogoff, Kenneth, 1983. "Empirical exchange rate models of the seventies : Do they fit out of sample?," Journal of International Economics, Elsevier, vol. 14(1-2), pages 3-24, February.
    32. Longstaff, Francis A & Schwartz, Eduardo S, 1995. "A Simple Approach to Valuing Risky Fixed and Floating Rate Debt," Journal of Finance, American Finance Association, vol. 50(3), pages 789-819, July.
    33. Chinn, Menzie D. & Meese, Richard A., 1995. "Banking on currency forecasts: How predictable is change in money?," Journal of International Economics, Elsevier, vol. 38(1-2), pages 161-178, February.
    34. Paolo Pasquariello & Clara Vega, 2007. "Informed and Strategic Order Flow in the Bond Markets," The Review of Financial Studies, Society for Financial Studies, vol. 20(6), pages 1975-2019, November.
    35. Tarun K. Mukherjee & Atsuyuki Naka, 1995. "Dynamic Relations Between Macroeconomic Variables And The Japanese Stock Market: An Application Of A Vector Error Correction Model," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 18(2), pages 223-237, June.
    36. Foster, F Douglas & Viswanathan, S, 1993. "The Effect of Public Information and Competition on Trading Volume and Price Volatility," Review of Financial Studies, Society for Financial Studies, vol. 6(1), pages 23-56.
    37. Darrat, Ali F. & Mukherjee, Tarun K., 1986. "The behavior of the stock market in a developing economy," Economics Letters, Elsevier, vol. 22(2-3), pages 273-278.
    38. Karthika S. Nair & M. Thenmozhi, 2012. "Macroeconomic factors and conditional bond volatility: evidence from emerging and developed bond markets," American Journal of Finance and Accounting, Inderscience Enterprises Ltd, vol. 2(4), pages 326-345.
    39. Mark, Nelson C, 1995. "Exchange Rates and Fundamentals: Evidence on Long-Horizon Predictability," American Economic Review, American Economic Association, vol. 85(1), pages 201-218, March.
    40. Lin, Hai & Wang, Junbo & Wu, Chunchi, 2011. "Liquidity risk and expected corporate bond returns," Journal of Financial Economics, Elsevier, vol. 99(3), pages 628-650, March.
    41. Pasiouras, Fotios & Kosmidou, Kyriaki, 2007. "Factors influencing the profitability of domestic and foreign commercial banks in the European Union," Research in International Business and Finance, Elsevier, vol. 21(2), pages 222-237, June.
    42. Elisa Menicucci & Guido Paolucci, 2016. "The determinants of bank profitability: empirical evidence from European banking sector," Journal of Financial Reporting and Accounting, Emerald Group Publishing Limited, vol. 14(1), pages 86-115, July.
    43. Pierre Collin-Dufresn & Robert S. Goldstein & J. Spencer Martin, 2001. "The Determinants of Credit Spread Changes," Journal of Finance, American Finance Association, vol. 56(6), pages 2177-2207, December.
    44. McQueen, Grant & Roley, V Vance, 1993. "Stock Prices, News, and Business Conditions," Review of Financial Studies, Society for Financial Studies, vol. 6(3), pages 683-707.
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