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What Drives the Stock Market Return in India? An Exploration with Dynamic Factor Model

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  • Paramita Mukherjee
  • Malabika Roy

Abstract

In this article, we examine the role of the institutional investors, both domestic and foreign, in driving the return on the Indian equity market in the last decade. An attempt is made to identify the influence of other possible determinants, more specifically domestic and international financial variables, on the market returns as well. Whether there is a change in the relationship is also studied. The results uncover some interesting facts. First, there is evidence of institutional investors driving the market return after 2008, though it did not have any impact before 2008. Second, the return is significantly led by the movement of interest rates within and outside the country for the entire decade. Third, most of the major and emerging stock markets and the US market also have significant influence on Indian equity market return. Fourth, gold return used to affect the equity market return in pre-2008 years, but it ceased to do so after 2008. The results show that the determinants of the Indian equity market return have changed after the recent economic crisis of 2008. JEL Classification: C53, G11, G21, F32

Suggested Citation

  • Paramita Mukherjee & Malabika Roy, 2016. "What Drives the Stock Market Return in India? An Exploration with Dynamic Factor Model," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 15(1), pages 119-145, April.
  • Handle: RePEc:sae:emffin:v:15:y:2016:i:1:p:119-145
    DOI: 10.1177/0972652715623681
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    References listed on IDEAS

    as
    1. Geert Bekaert & Campbell R. Harvey, 2000. "Foreign Speculators and Emerging Equity Markets," Journal of Finance, American Finance Association, vol. 55(2), pages 565-613, April.
    2. repec:ipg:wpaper:2014-090 is not listed on IDEAS
    3. William N. Goetzmann & Massimo Massa, 2003. "Index Funds and Stock Market Growth," The Journal of Business, University of Chicago Press, vol. 76(1), pages 1-28, January.
    4. Young-Hye Cho & Robert F. Engle, 1999. "Time-Varying Betas and Asymmetric Effect of News: Empirical Analysis of Blue Chip Stocks," NBER Working Papers 7330, National Bureau of Economic Research, Inc.
    5. Paul Gilbert & Lise Pichette, 2003. "Dynamic Factor Analysis for Measuring Money," Staff Working Papers 03-21, Bank of Canada.
    6. Marco Lippi & Daniel L. Thornton, 2004. "A Dynamic Factor Analysis of the Response of U.S. Interest Rates to News," LEM Papers Series 2004/05, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    7. Ødegaard, Bernt Arne, 2009. "Who moves stock prices? Monthly evidence," UiS Working Papers in Economics and Finance 2009/4, University of Stavanger.
    8. Stock, James H. & Watson, Mark W., 1999. "Forecasting inflation," Journal of Monetary Economics, Elsevier, vol. 44(2), pages 293-335, October.
    9. Mrs. Poonam Gupta & Mr. James P. F. Gordon, 2003. "Portfolio Flows Into India: Do Domestic Fundamentals Matter?," IMF Working Papers 2003/020, International Monetary Fund.
    10. Demirguc-Kunt, Ash & Levine, Ross, 1996. "Stock Market Development and Financial Intermediaries: Stylized Facts," The World Bank Economic Review, World Bank, vol. 10(2), pages 291-321, May.
    11. De Long, J Bradford & Andrei Shleifer & Lawrence H. Summers & Robert J. Waldmann, 1990. "Noise Trader Risk in Financial Markets," Journal of Political Economy, University of Chicago Press, vol. 98(4), pages 703-738, August.
    12. Bekaert, Geert & Harvey, Campbell R., 1997. "Emerging equity market volatility," Journal of Financial Economics, Elsevier, vol. 43(1), pages 29-77, January.
    13. Ludvigson, Sydney C. & Ng, Serena, 2007. "The empirical risk-return relation: A factor analysis approach," Journal of Financial Economics, Elsevier, vol. 83(1), pages 171-222, January.
    14. Klapper, Leora & Sulla, Victor & Vittas, Dimitri, 2004. "The development of mutual funds around the world," Emerging Markets Review, Elsevier, vol. 5(1), pages 1-38, March.
    15. Russ Wermers, 1999. "Mutual Fund Herding and the Impact on Stock Prices," Journal of Finance, American Finance Association, vol. 54(2), pages 581-622, April.
    16. Froot, Kenneth A. & O'Connell, Paul G. J. & Seasholes, Mark S., 2001. "The portfolio flows of international investors," Journal of Financial Economics, Elsevier, vol. 59(2), pages 151-193, February.
    17. Geert Bekaert & Campbell R. Harvey, 2000. "Capital Flows and the Behavior of Emerging Market Equity Returns," NBER Chapters, in: Capital Flows and the Emerging Economies: Theory, Evidence, and Controversies, pages 159-194, National Bureau of Economic Research, Inc.
    18. Vittas, Dimitri, 1998. "Institutional investors and securities markets : which comes first?," Policy Research Working Paper Series 2032, The World Bank.
    19. Errunza, Vihang, 2001. "Foreign Portfolio Equity Investments, Financial Liberalization, and Economic Development," Review of International Economics, Wiley Blackwell, vol. 9(4), pages 703-726, November.
    20. Khaled Guesmi & Salma Fattoum, 2014. "Measuring contagion effects between crude oil and OECD stock markets," Working Papers 2014-90, Department of Research, Ipag Business School.
    21. Franklin Edwards & Xin Zhang, 1998. "Mutual Funds and Stock and Bond Market Stability," Journal of Financial Services Research, Springer;Western Finance Association, vol. 13(3), pages 257-282, June.
    22. Maghyereh, A., 2004. "Oil Price Shocks and Emerging Stock Markets: A Generalized VAR Approach," International Journal of Applied Econometrics and Quantitative Studies, Euro-American Association of Economic Development, vol. 1(2), pages 27-40.
    23. Albuquerque, Rui & Vega, Clara, 2006. "Asymmetric Information in the Stock Market: Economic News and Co-movement," CEPR Discussion Papers 5598, C.E.P.R. Discussion Papers.
    24. Mr. Luis Catão & Mr. Robin Brooks, 2000. "The New Economy and Global Stock Returns," IMF Working Papers 2000/216, International Monetary Fund.
    25. Stock, James H & Watson, Mark W, 2002. "Macroeconomic Forecasting Using Diffusion Indexes," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(2), pages 147-162, April.
    26. Paramita Mukherjee & Suchismita Bose, 2008. "Does the Stock Market in India Move with Asia?: A Multivariate Cointegration-Vector Autoregression Approach," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 44(5), pages 5-22, September.
    27. Lynch, Anthony W & Mendenhall, Richard R, 1997. "New Evidence on Stock Price Effects Associated with Changes in the S&P 500 Index," The Journal of Business, University of Chicago Press, vol. 70(3), pages 351-383, July.
    28. Berk, Istemi & Aydogan, Berna, 2012. "Crude Oil Price Shocks and Stock Returns: Evidence from Turkish Stock Market under Global Liquidity Conditions," EWI Working Papers 2012-15, Energiewirtschaftliches Institut an der Universitaet zu Koeln (EWI).
    29. Jushan Bai & Pierre Perron, 2003. "Computation and analysis of multiple structural change models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(1), pages 1-22.
    30. Stock J.H. & Watson M.W., 2002. "Forecasting Using Principal Components From a Large Number of Predictors," Journal of the American Statistical Association, American Statistical Association, vol. 97, pages 1167-1179, December.
    31. Guler Aras & Alovsat Muslumov, 2005. "Institutional Investors and Stock Market Development: A Causality Study," Istanbul Stock Exchange Review, Research and Business Development Department, Borsa Istanbul, vol. 8(29), pages 1-14.
    32. Vihang Errunza, 2001. "Foreign Portfolio Equity Investments, Financial Liberalization, and Economic Development," Review of International Economics, Wiley Blackwell, vol. 9(4), pages 703-726, November.
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    3. Brzeszczyński, Janusz & Bohl, Martin T. & Serwa, Dobromił, 2019. "Pension funds, large capital inflows and stock returns in a thin market," Journal of Pension Economics and Finance, Cambridge University Press, vol. 18(3), pages 347-387, July.
    4. Sumit Kumar Maji & Arindam Laha & Debasish Sur, 2020. "Dynamic Nexuses between Macroeconomic Variables and Sectoral Stock Indices: Reflection from Indian Manufacturing Industry," Management and Labour Studies, XLRI Jamshedpur, School of Business Management & Human Resources, vol. 45(3), pages 239-269, August.
    5. Dewi Ratih S.E. & M.S.M., 2023. "What Information Implied in the Equity Offering Mechanism with Market Timing Considerations?," International Journal of Economics & Business Administration (IJEBA), International Journal of Economics & Business Administration (IJEBA), vol. 0(1), pages 17-32.

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    More about this item

    Keywords

    Institutional investors; mutual funds; international investors; dynamic factor model; Indian equity market; structural break;
    All these keywords.

    JEL classification:

    • C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • F32 - International Economics - - International Finance - - - Current Account Adjustment; Short-term Capital Movements

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