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An Empirical Investigation of the Causal Relationship among Monetary Variables and Equity Market Returns

Author

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  • Arshad Hasan

    (Muhammad Ali Jinnah University, Islamabad, Pakistan.)

  • M. Tariq Javed

    (Quaid-e-Azam University, Islamabad, Pakistan.)

Abstract

This study explores the long-term dynamic relationship between equity prices and monetary variables for the period June 1998 to June 2008. Monetary variables include money supply, treasury bill rates, foreign exchange rates, and the consumer price index. The data have been examined using multivariate cointegration analysis and Granger causality analysis. Johansen and Juselius’ multivariate cointegration analysis indicates the presence of a long-term dynamic relationship between the equity market and monetary variables. Unidirectional Granger causality is found between monetary variables and the equity market. In the case of money supply, a positive relationship supports the liquidity hypothesis. Impulse response analysis indicates that the interest rate shock has a negative impact on equity returns in the Pakistani equity market. Exchange rates also have a negative impact on equity returns in the short run. However inflation has little impact on returns in the equity market. Variance decomposition analysis suggests that the interest rate, exchange rate, and money supply shocks are a substantial source of volatility for equity returns. The contribution of a monetary shock to the equity returns ranges from 4% to 16% over differenttime lags. Similarly, the VECM also confirms the presence of a short-term relationship between monetary variables and equity returns. This state of affairs demands that monetary variables be considered an important factor in determining stock market movements. Policymakers should be morevigilant and careful in designing monetary policies as it has a direct impact on cash inflows into the capital market and on the stability of the capital market.

Suggested Citation

  • Arshad Hasan & M. Tariq Javed, 2009. "An Empirical Investigation of the Causal Relationship among Monetary Variables and Equity Market Returns," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 14(1), pages 115-137, Jan-Jun.
  • Handle: RePEc:lje:journl:v:14:y:2009:i:1:p:115-137
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    References listed on IDEAS

    as
    1. Stephen A. Ross, 2013. "The Arbitrage Theory of Capital Asset Pricing," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 1, pages 11-30, World Scientific Publishing Co. Pte. Ltd..
    2. Nelson, Charles R, 1976. "Inflation and Rates of Return on Common Stocks," Journal of Finance, American Finance Association, vol. 31(2), pages 471-483, May.
    3. Johansen, Soren, 1992. "Determination of Cointegration Rank in the Presence of a Linear Trend," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 54(3), pages 383-397, August.
    4. Burmeister, Edwin & McElroy, Marjorie B, 1988. " Joint Estimation of Factor Sensitivities and Risk Premia for the Arbitrage Pricing Theory," Journal of Finance, American Finance Association, vol. 43(3), pages 721-733, July.
    5. Hamburger, Michael J & Kochin, Levis A, 1972. "Money and Stock Prices: The Channels of Influence," Journal of Finance, American Finance Association, vol. 27(2), pages 231-249, May.
    6. Beenstock, Michael & Chan, Kam-Fai, 1988. "Economic Forces in the London Stock Market," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 50(1), pages 27-39, February.
    7. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
    8. Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
    9. Issam Abdalla & Victor Murinde, 1997. "Exchange rate and stock price interactions in emerging financial markets: evidence on India, Korea, Pakistan and the Philippines," Applied Financial Economics, Taylor & Francis Journals, vol. 7(1), pages 25-35.
    10. Alok Kumar Mishra, 2004. "Stock Market and Foreign Exchange Market in India: Are they Related?," South Asia Economic Journal, Institute of Policy Studies of Sri Lanka, vol. 5(2), pages 209-232, September.
    11. Roll, Richard & Ross, Stephen A, 1980. "An Empirical Investigation of the Arbitrage Pricing Theory," Journal of Finance, American Finance Association, vol. 35(5), pages 1073-1103, December.
    12. Fama, Eugene F. & Schwert, G. William, 1977. "Asset returns and inflation," Journal of Financial Economics, Elsevier, vol. 5(2), pages 115-146, November.
    13. Kraft, John & Kraft, Arthur, 1977. "Determinants of Common Stock Prices: A Time Series Analysis," Journal of Finance, American Finance Association, vol. 32(2), pages 417-425, May.
    14. Osterwald-Lenum, Michael, 1992. "A Note with Quantiles of the Asymptotic Distribution of the Maximum Likelihood Cointegration Rank Test Statistics," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 54(3), pages 461-472, August.
    15. Zhou, Guofu, 1999. "Security factors as linear combinations of economic variables," Journal of Financial Markets, Elsevier, vol. 2(4), pages 403-432, November.
    16. Robert H. DeFina, 1991. "Does inflation depress the stock market?," Business Review, Federal Reserve Bank of Philadelphia, issue Nov, pages 3-12.
    17. Fazal Husain & Tariq Mahmood, 2001. "The Stock Market and the Economy in Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 40(2), pages 107-114.
    18. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
    19. Granger, C. W. J., 1988. "Some recent development in a concept of causality," Journal of Econometrics, Elsevier, vol. 39(1-2), pages 199-211.
    20. 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.
    21. Andreas Humpe & Peter Macmillan, 2007. "Can macroeconomic variables explain long term stock market movements? A comparison of the US and Japan," CDMA Working Paper Series 200720, Centre for Dynamic Macroeconomic Analysis.
    22. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    23. Naeem Muhammad & Abdul Rasheed, 2002. "Stock Prices and Exchange Rates: Are they Related? Evidence from South Asian Countries," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 41(4), pages 535-550.
    24. Chen, Nai-Fu & Roll, Richard & Ross, Stephen A, 1986. "Economic Forces and the Stock Market," The Journal of Business, University of Chicago Press, vol. 59(3), pages 383-403, July.
    25. Solnik, Bruno, 1987. "Using Financial Prices to Test Exchange Rate Models: A Note," Journal of Finance, American Finance Association, vol. 42(1), pages 141-149, March.
    26. Chang, Eric C. & Pinegar, J. Michael, 1990. "Stock Market Seasonals and Prespecified Multifactor Pricing Relations," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 25(4), pages 517-533, December.
    27. 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.
    28. Jones, Charles M & Kaul, Gautam, 1996. "Oil and the Stock Markets," Journal of Finance, American Finance Association, vol. 51(2), pages 463-491, June.
    29. Burmeister, Edwin & Wall, Kent D, 1986. "The Arbitrage Pricing Theo;ry and Macroeconomic Factor Measures," The Financial Review, Eastern Finance Association, vol. 21(1), pages 1-20, February.
    30. Chan, K. C. & Chen, Nai-fu & Hsieh, David A., 1985. "An exploratory investigation of the firm size effect," Journal of Financial Economics, Elsevier, vol. 14(3), pages 451-471, September.
    31. Maysami, Ramin Cooper & Koh, Tiong Sim, 2000. "A vector error correction model of the Singapore stock market," International Review of Economics & Finance, Elsevier, vol. 9(1), pages 79-96, February.
    32. Mohammed Nishat & Rozina Shaheen, 2004. "Macroeconomic Factors and Pakistani Equity Market," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 43(4), pages 619-637.
    33. Jaffe, Jeffrey F & Mandelker, Gershon, 1976. "The "Fisher Effect" for Risky Assets: An Empirical Investigation," Journal of Finance, American Finance Association, vol. 31(2), pages 447-458, May.
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    7. Javed Pervaiz & Teng Jian-Zhou & Junaid Masih, 2018. "Long Run Relationship between Selected Macroeconomic Indicators and Banking Sector in Pakistan," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 10(2), pages 67-81, February.

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    More about this item

    Keywords

    Monetary variables; equity; causality; Pakistan.;
    All these keywords.

    JEL classification:

    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates

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