Macroeconomic Variables and Stock Market Returns: Full Information Maximum Likelihood Estimation

Topics: Stock market, Inflation, Stock market index Pages: 25 (9111 words) Published: February 1, 2012
Research Journal of Finance and Accounting ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online) Vol 2, No 4, 2011

Macroeconomic Variables and Stock Market Returns: Full Information Maximum Likelihood Estimation John K. M. Kuwornu (Corresponding author) Department of Agricultural Economics and Agribusiness, P. O. Box LG 68, University of Ghana, Legon, Accra, Ghana Tel: +233 245 131 807 E-mail: / Owusu-Nantwi, Victor Ghana Institute of Management and Public Administration, P. O. Box AH 50, Achimota, Accra, Ghana Tel: + 233 245 131 807 E-mail: Abstract This study examines the relationship between macroeconomic variables and stock market returns using monthly data over period January 1992 to December, 2008. Macroeconomic variables used in this study are consumer price index (as a proxy for inflation), crude oil price, exchange rate and 91 day Treasury bill rate (as a proxy for interest rate). Full Information Maximum Likelihood Estimation procedure was used in establishing the relationship between macroeconomic variables and stock market returns in Ghana. The empirical results reveal that there is a significant relationship between stock market returns and three macroeconomic variables; consumer price index (inflation rate), exchange rate and Treasury bill rate seem to affect stock market returns. Consumer price index (Inflation rate) had a positive significant effect, while exchange rate and Treasury bill rate had negative significant influence on stock market returns. On the other hand, crude oil prices do not appear to have any significant effect on stock returns. The results may provide some insight to corporate managers, investors and policy makers. Key words: stock market returns, inflation rate, crude oil price, exchange rate, interest rate, Ghana 1. Introduction In recent years financial sector developments in emerging economies aimed at shifting their financial systems from one of bank-based to security market-based has orchestrated the establishment of many stock markets. Liberalizations and deregulations of markets for financial sector development to facilitate economic growth have also been encouraged by the drastic shift towards property-owning economies and the concomitant growing demand for access to capital. Interest in financial markets and the efforts to forecast their performance is connected to the growing recognition among academicians, financial analysts, and policy makers of the increasing impact of macroeconomic variables on these markets. However, the relationship between stock prices and fundamental economic activities in the less developed markets like Ghana has received little attention. The Ghanaian economy has over the last decade witnessed relative macroeconomic stability in terms of GDP growth, significant reduction of interest rates, and stability of the cedi/dollar exchange rate, crude oil price and inflation. This relative stability has been attributed to the growth of major sectors of the economy including the money markets (financial institutions) and the capital markets (debt and equity). The drop of interest rate following declines in inflation and prime rates has shifted the attention of investors to the stock market as the better means of investments. Evidence from the Ghana Stock Exchange (GSE) indicates that the relative stability of the interest rates and other macroeconomics variables have been the contributory factor to the growth of the stock markets. The attention of most investors has been shifted from investing in Treasury bills and other financial instruments which are risk free, as a result of the stability of the interest rate. This has caused the returns on these investments to fall. As a result of this, most investors have shifted their attention to the stock markets and so over the last decade stocks of some listed companies have been oversubscribed. Investing in stocks provides a higher return than the...

References: Abdullah D. A. & Hayworth, S. C. (1983). Macroeconometrics of Stock Price Fluctuations. Journal of Business and Economics, 32 (1), 49-63. Abugri, B. A. (2008). Empirical Relationship between Macroeconomic Volatility and Stock Returns: Evidence from Latin American markets. International Review of Financial Analysis, 17, 396–410. Aggarwal, R. 1981. Exchange Rate and Stock Prices. A Study of US Capital Markets Under Floating Exchange Rates, Akron Business and Economic Review 12(2), 7-12. Altay, E., 2003. The Effect of Macroeconomic Factors on Asset Returns: A Comparative Analysis of the German and the Turkish Stock Markets in an APT Framework, Martin-Luther-Universitä Halle, t 60
Research Journal of Finance and Accounting ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online) Vol 2, No 4, 2011 Betriebswirtschaftliche Diskussionsbeiträ Nr. 48/2003. ge,
Anokye M. A. and Tweneboah G. (2008). MPRA Paper No. 11256: Macroeconomic Factors and Stock Market Movement: Evidence from Ghana. Munich: Munich Personal RePEc Archives. Beenstock, M. and Chan, K.F., 1988. Economic Forces in London Stock Market, Oxford Bulletin of Economics and Statistics, 50, 22-39. Bilson, C. M., Brailsford, T. J., & Hooper, V. J. (2001). Selecting Macroeconomic Variables as Explanatory Factors of Emerging Stock Market Returns, Pacific-Basin Finance Journal, 9(4), 401–426. Black, F., Jensen M. C. and Scholes M.( 1972). The Capital Asset Pricing Model: Some Empirical Tests in Studies in the Theory of Capital Markets. Michael C. Jensen, ed. New York: Praeger, pp. 79–121. Bulmash, S.B., Trivoli, G.W., 1991. Time-lagged Interactions between Stock Prices and Selected Economic Variables. Journal of Portfolio Management 17 (4), 61–67. Burton, J.(1998). Revisiting the Capital Asset Pricing Model. [WWW] University of Stanford. Available from: [Accessed 25/10/2010].
Chatrath, A., Ramchander, S., & Song, F., (1997). Stock Prices, Inflation and Output: Evidence from India. Applied Financial Economics, 7, 439–445. Chen, N. F., Roll, R, & Ross, S. A. (1986). Economic Forces and Stock Market. Journal of Business, 59, 383−404. Choudhry, T. ( 2000). Inflation and Rates of Return on stocks: Evidence from high inflation countries. Journal of International Financial Markets, Institutions, and Money, 11, 75–96. Elton E. J. and Gruber M. J. (1991). Modern Portfolio Theory and Investment Analysis. New York: John Wiley and Sons. Engsted, T., and Tanggaard, C., 2002. The Relation between Asset Returns and Inflation at Short and Long Horizons. Journal of International Financial Markets, Institutions & Money 12, 101–118. Fama, E. F. (1981). Stock Returns, Real Activity, Inflation and Money. American Economic Review, 71 (4), 545−565. Fifield, S. G. M., Power, D. M. and Sinclair, C. D. (2002). Macroeconomic Factors and Share Returns: An Analysis using Emerging Market Data. International Journal of Finance and Economics, 33 (1), 51-62. Fisher, I., (1930). The Rate of Interest. Macmillan, New York. French, Kenneth R., Schwert, G., W. and Stambaugh, R., F., 1987. Expected Stock Returns and Variance. Journal of Financial Economics 19, 3-29. Gangemi, M., Brooks, R., and Faff R., (2000). Modelling Australia’s Country Risk: A County Beta Approach. Journal of Economic and Business, 52, 259-276. 61
Research Journal of Finance and Accounting ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online) Vol 2, No 4, 2011 Gazi Mainul Hassan and Hisham Al refai (2010). Can Macroeconomic Factors Explain Equity Returns in the Long Run? The Case of Jordan. Draft 4-15/05/2010. School of Economics and Finance, University of Western Sydney, Australia. Ghana Statistical Service Monthly Report, January, 1992 – December 2008. Ghana Stock Exchange Monthly Report, January 1992 – December, 2009. GIPC (December, 2007). Sector Profile of Ghana’s Financial Service Industry. Accra, Ghana: Ghana Investment Promotion Center. Ibrahim, M and Aziz. (2003). Macroeconomic Variables and the Malaysian Equity Market. Journal of Economic Studies, 30, 6-27. Ibrahim, M and Yusoff. (1999). Macroeconomics Variables and Stock Price in Malaysia: an Empirical Analysis. Asian Economic Journal, 13(2), 219-231. Johansen S. and Juselius K. (1992). Testing Structural Hypotheses in Multivariate Cointegration Analysis of the PPP and UIP for UK. Journal of Econometrics, 53: 211 – 244. Johansen S. and Juselius K. (1990). Maximum Likelihood and Inference on Cointegration With Applications to the Demand for Money. Oxford Bulletin of Economics and Statistics, 52: 169 – 210. Kaneko T, Lee B. S. (1995). Relative Importance of Economic Factors in the U.S. and Japanese Stock Markets. Journal of Japan International Economics, 9, 290-307. Maysami, R.C., Howe, L.C., & Hamzah, M.A. (2004). Relationship between Macroeconomic Variables and Stock Market Indices: Cointegration Evidence from Stock Exchange of Singapore’s All-S sector Indices. Jurnal Pengurusan, 24, 47-77. Miller M. H. and Modigliani F. (1961). Dividend Policy, Growth and Valuation of Shares. Journal of Business, 34 (4), 411-433. Mohammed A. M. T., Wisam R., Hassama A, And Bin Amin F. M (2007), Effects Of Macroeconomic Variables on Stock Prices In Malaysia: An Approach Of Error Correction Model. International Islamic University Malaysia, Jalan Gombak-53100, Kuala Lumpur, Malaysia. Mossin, J, (1966). Equilibrium in a Capital asset Market, Econometrica, 34 (4), 768 – 783. Mukherjee, T. K. and Naka, A. (1995). Dynamic Relations between Macroeconomic Variables and the Japanese Stock Market: An Application of vector error correction model. The Journal of Financial Research, 18(2), 223-237. Omran, M., & Pointon, J. (2001). Does the Inflation Rate affect the Performance of the Stock Market? The case of Egypt. Emerging Markets Review, 2, 263–279. Osinubi, T. S. (2004). Does Stock Market Promote Economic Growth in Nigeria? The ICFAI Journal of Applied Finance, IJAF 10 (3), 17-35. Ozcam, M., (1997). “An Analysis of the Macroeconomic Factors That Determine Stock Return in Turkey”, Capital Market Board of Turkey, Publication Number 75. Pebbles, G., and Wilson, P. (1996). The Singapore Economy. Cheltenham, UK: Edward Elgar. 62
Research Journal of Finance and Accounting ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online) Vol 2, No 4, 2011
Roll, R., (1977). A Critique of the Asset Pricing Theory’s Tests’ Part I: On Past and Potential Testability of the Theory. Journal of Financial Economics, 4 (2), 129 –176. Ross, S. A., (1976). The Arbitrage Theory of Capital Asset Pricing, Journal of Economic Theory, 13, 341–360. Sharpe, W., (1964), Capital Asset Prices: A Theory of Market Equilibrium under conditions of Risk, Journal of Finance, 19, 425 – 442. Soenen L. A. and Henniger E. S. (1998). An Analysis of Exchange Rates and Stock Prices: the US Experience between 1980 and 1986. Akron Business and Economic Review, 19, 71-76. Soenen L.A. and Aggarwal R. (1989). Financial Prices as Determinants of Changes in Currency Values, Paper Presented at the 25th Annual Meetings of Eastern finance Association, Philadelphia, United States. Solnik, B.(1987). Using Financial Prices to Test Exchange Rate Models: A Note, Journal of Finance, 42, 141-149. Tobin, J., (1965), “Money and Economic Growth”, Econometrica, 33(4), 671-84. Treynor, J., (1999), Toward a Theory of Market Value and Risky Assets, Unpublished manuscript, Final version in Asset Pricing and Portfolio Performance; Robert A. Korajczyk, ed., London: Risk Books, pp. 15 – 22. Ushad, S. A.; Fowdar, S.; Sannassee, R. V. and Jowaheer, M., (2008) “Return Distributions: Evidence from Emerging African Stock Exchanges” The Icfai University Journal of Financial Economics, VI (3), 41-52. Zhao, X., (1999). Stock Prices, Inflation and Output: Evidence from China. Applied Economics Letters, 6, 509–511.
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