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A test of the linkage among money supply, liquidity and share prices in Asia

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  • Chung, Tin-fah
  • Ariff, M.

Abstract

Friedman’s proposition that money supply increases should lead to liquidity surges – to credit expansion – has yet received unanimous empirical support. We extend a test for this liquidity effect on non-bank share prices in four major Asian economies, which have not been studied. Using lengthy quarterly data series over 1966–2012, our results from applying single, and cointegration equations using dynamic OLS method, suggest money supply changes lead to a positive liquidity effect, as per the theory prediction. We also show that liquidity changes have a significant positive effect on share prices, after controlling the effects of earning changes, regime changes and the global financial crisis. These findings, obtained after solutions to serious econometric issues in existing studies, appear to provide a clear verification of theory on the money supply effect on liquidity and liquidity effect on non-bank share prices.

Suggested Citation

  • Chung, Tin-fah & Ariff, M., 2016. "A test of the linkage among money supply, liquidity and share prices in Asia," Japan and the World Economy, Elsevier, vol. 39(C), pages 48-61.
    • Handle: RePEc:eee:japwor:v:39:y:2016:i:c:p:48-61
    DOI: 10.1016/j.japwor.2016.07.001
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    as
    1. Badarudin, Z.E. & Ariff, M. & Khalid, A.M., 2013. "Post-Keynesian money endogeneity evidence in G-7 economies," Journal of International Money and Finance, Elsevier, vol. 33(C), pages 146-162.
    2. Christiano, Lawrence J & Eichenbaum, Martin & Evans, Charles, 1996. "The Effects of Monetary Policy Shocks: Evidence from the Flow of Funds," The Review of Economics and Statistics, MIT Press, vol. 78(1), pages 16-34, February.
    3. Z. E. Badarudin & M. Ariff & A. M. Khalid, 2011. "Money supply endogeneity and bank stock returns," Applied Financial Economics, Taylor & Francis Journals, vol. 21(14), pages 1035-1048.
    4. Chordia, Tarun & Subrahmanyam, Avanidhar & Anshuman, V. Ravi, 2001. "Trading activity and expected stock returns," Journal of Financial Economics, Elsevier, vol. 59(1), pages 3-32, January.
    5. Hamilton, James D, 1997. "Measuring the Liquidity Effect," American Economic Review, American Economic Association, vol. 87(1), pages 80-97, March.
    6. Keim, Donald B., 1985. "Dividend yields and stock returns: Implications of abnormal January returns," Journal of Financial Economics, Elsevier, vol. 14(3), pages 473-489, September.
    7. David B. Gordon & Eric M. Leeper, 2006. "The Price Level, The Quantity Theory Of Money, And The Fiscal Theory Of The Price Level," Scottish Journal of Political Economy, Scottish Economic Society, vol. 53(1), pages 4-27, February.
    8. Louis-Philippe Rochon, 2006. "Endogenous Money, Central Banks and the Banking System: Basil Moore and the Supply of Credit," Chapters, in: Mark Setterfield (ed.), Complexity, Endogenous Money and Macroeconomic Theory, chapter 9, Edward Elgar Publishing.
    9. Thornton, Daniel L., 2001. "The Federal Reserve's operating procedure, nonborrowed reserves, borrowed reserves and the liquidity effect," Journal of Banking & Finance, Elsevier, vol. 25(9), pages 1717-1739, September.
    10. Goodfriend, Marvin, 1997. "A framework for the analysis of moderate inflations," Journal of Monetary Economics, Elsevier, vol. 39(1), pages 45-65, June.
    11. Mohamed Ariff & John H. Farrar & Ahmed M. Khalid (ed.), 2012. "Regulatory Failure and the Global Financial Crisis," Books, Edward Elgar Publishing, number 14510.
    12. Mehra, Yash P, 1993. "The Stability of the M2 Demand Function: Evidence from an Error-Correction Model," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 25(3), pages 455-460, August.
    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. Leeper, Eric M. & Gordon, David B., 1992. "In search of the liquidity effect," Journal of Monetary Economics, Elsevier, vol. 29(3), pages 341-369, June.
    15. Daniel L. Thornton, 2007. "Open market operations and the federal funds rate," Review, Federal Reserve Bank of St. Louis, vol. 89(Nov), pages 549-570.
    16. Stock, James H & Watson, Mark W, 1993. "A Simple Estimator of Cointegrating Vectors in Higher Order Integrated Systems," Econometrica, Econometric Society, vol. 61(4), pages 783-820, July.
    17. Adrian R. Pagan & John C. Robertson, 1995. "Resolving the liquidity effect," Proceedings, Federal Reserve Bank of St. Louis, issue May, pages 33-54.
    18. Duca, John V., 1995. "Should bond funds be added to M2?," Journal of Banking & Finance, Elsevier, vol. 19(1), pages 131-152, April.
    19. Carpenter, Seth & Demiralp, Selva, 2006. "The Liquidity Effect in the Federal Funds Market: Evidence from Daily Open Market Operations," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(4), pages 901-920, June.
    20. Rozeff, Michael S., 1974. "Money and stock prices : Market efficiency and the lag in effect of monetary policy," Journal of Financial Economics, Elsevier, vol. 1(3), pages 245-302, September.
    21. Mansor H. Ibrahim & Hassanuddeen Aziz, 2003. "Macroeconomic variables and the Malaysian equity market: A view through rolling subsamples," Journal of Economic Studies, Emerald Group Publishing, vol. 30(1), pages 6-27, January.
    22. Litzenberger, Robert H & Ramaswamy, Krishna, 1982. "The Effects of Dividends on Common Stock Prices: Tax Effects or Information Effects?," Journal of Finance, American Finance Association, vol. 37(2), pages 429-443, May.
    23. Amihud, Yakov & Mendelson, Haim, 1986. "Asset pricing and the bid-ask spread," Journal of Financial Economics, Elsevier, vol. 17(2), pages 223-249, December.
    24. Mark Setterfield (ed.), 2006. "Complexity, Endogenous Money and Macroeconomic Theory," Books, Edward Elgar Publishing, number 3552.
    25. Toda, Hiro Y. & Yamamoto, Taku, 1995. "Statistical inference in vector autoregressions with possibly integrated processes," Journal of Econometrics, Elsevier, vol. 66(1-2), pages 225-250.
    26. Philip Cagan, 1972. "The Channels of Monetary Effects on Interest Rates," NBER Books, National Bureau of Economic Research, Inc, number caga72-1, March.
    27. 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.
    28. Kwon, Chung S. & Shin, Tai S., 1999. "Cointegration and causality between macroeconomic variables and stock market returns," Global Finance Journal, Elsevier, vol. 10(1), pages 71-81.
    29. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    30. Harry Markowitz, 1952. "Portfolio Selection," Journal of Finance, American Finance Association, vol. 7(1), pages 77-91, March.
    31. Bailey, Warren & Peter Chung, Y., 1996. "Risk and return in the Philippine equity market: A multifactor exploration," Pacific-Basin Finance Journal, Elsevier, vol. 4(2-3), pages 197-218, July.
    32. Pesando, James E, 1974. "The Supply of Money and Common Stock Prices: Further Observations on the Econometric Evidence," Journal of Finance, American Finance Association, vol. 29(3), pages 909-921, June.
    33. Mookerjee, Rajen & Yu, Qiao, 1997. "Macroeconomic variables and stock prices in a small open economy: The case of Singapore," Pacific-Basin Finance Journal, Elsevier, vol. 5(3), pages 377-388, July.
    34. Amihud, Yakov, 2002. "Illiquidity and stock returns: cross-section and time-series effects," Journal of Financial Markets, Elsevier, vol. 5(1), pages 31-56, January.
    35. Philip Cagan, 1972. "Introduction to "The Channels of Monetary Effects on Interest Rates"," NBER Chapters, in: The Channels of Monetary Effects on Interest Rates, pages 1-8, National Bureau of Economic Research, Inc.
    36. Ariff, Mohamed & Chung, Tin-fah & M., Shamsher, 2012. "Money supply, interest rate, liquidity and share prices: A test of their linkage," Global Finance Journal, Elsevier, vol. 23(3), pages 202-220.
    37. William F. Sharpe, 1964. "Capital Asset Prices: A Theory Of Market Equilibrium Under Conditions Of Risk," Journal of Finance, American Finance Association, vol. 19(3), pages 425-442, September.
    38. Cheung, Yin-Wong & Lai, Kon S, 1993. "Finite-Sample Sizes of Johansen's Likelihood Ration Tests for Conintegration," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 55(3), pages 313-328, August.
    39. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    40. Hardouvelis, Gikas A., 1987. "Macroeconomic information and stock prices," Journal of Economics and Business, Elsevier, vol. 39(2), pages 131-140, May.
    41. 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.
    42. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    43. Mark J. Flannery & Aris A. Protopapadakis, 2002. "Macroeconomic Factors Do Influence Aggregate Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 15(3), pages 751-782.
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    More about this item

    Keywords

    Money supply; Liquidity; Share prices; Causality; Dynamic ordinary least squares; Cointegration; Structural break;
    All these keywords.

    JEL classification:

    • E41 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Demand for Money
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy

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