Influence of Selected Macroeconomic Factors on Stock Market Performance in Kenya
Abstract
Stock markets are crucial in promoting growth and development of any country. However, several stock markets around the world continue to produce mixed results. The literature suggests that different variables are potentially important in explaining the variations in stock performance beyond a single market facto. Using the Nairobi Securities Exchange case, this research aimed to assess the macroeconomic factors influencing stock market performance in Kenya. The research was guided by four particular goals: to determine the impact of exchange rate on stock market performance in Kenya; to determine the impact of interest rate on stock market performance; to determine the impact of inflation on stock market performance and to determine the impact of money supply on stock market performance in Kenya. The literature was directed by the Arbitrage Pricing theory, the Capital Asset Pricing Model and the Theory of Efficient Market Hypothesis. A multivariate time series econometric design was adopted to establish the direction and magnitude of the relationships. The target population was the Nairobi Stock Exchange stock prices data and statistical data from Nairobi Securities Exchange, Central Bank of Kenya, and from Kenya National Bureau of Statistics. Average monthly Nairobi Securities Exchange All Share Price Index, Exchange rate of the Kenyan Shillings against the United States dollar, the Consumer Price Index, the Commercial bank lending rate and the broad Money supply were the data used for a period starting from 2008 to 2017. Diagnostic and model specification tests were performed on the data using E-Views version 7. The Hausman test showed that the random-effects model is suitable to be used for our study. The Normality test showed that the disturbance term was almost same as being normal. The series were found to be stationary at first difference and not at level. The data were treated of the serial correlation problem and suitable model was chosen. An unrestricted vector autoregressive model was used to model the relationship between the dependent variable and the explanatory variables. Results based on the VAR output were interpreted. The research discovered that the four independent variables represented by the adapted R2 explain 87.9 percent of the variation in the dependent variable. All the independent variables were shown to be statistically significant. The results of the regression revealed that lagged Exchange rates have a long run negative effect on the stock market performance as well as the Interest Rate and Inflation, but Money Supply showed to have a long run positive effect on the Stock Market performance in Kenya. The study recommends that Kenyan regulators should continue trying to find all possible means to adjust levels of the concerned macroeconomic factors (Exchange rates, Interest rates, Inflation and Money supply) in order to improve the performance of the Kenyan Stock Market. The study further suggested more research to be carried out in order to bring more knowledge to the literature by including more macroeconomic variables and an extended period of time or by using a different research design.
Keywords: Exchange Rate, Inflation, Interest Rate, Money Supply, Performance and Kenyan Stock Market
References
Fama, E. (1970). Efficient capital markets: A review of theory and empirical work. The Journal of Finance, Vol. 25, No. 2, pp. 383-417.
Fama, E., F, (1991). Stock returns, expected returns, and real activity. The Journal of Finance 45, 1089-1108.
Gay, R. D. Jr. (2008). Effect of macroeconomic variables on stock market returns for four emerging economies: Brazil, Russia, India, and China. International Business and Economics Research Journal, 7 (3), 1-8.
Hamburger M. J. & Kochin L. A (1971). Money and stock prices: The Channels of Influences. The Journal of Finance, 27(2): 231-249.
Homa, K. E. & Jaffee, D. M. (1971). The supply of money and common stock prices. Journal of Finance, 26(5): 1045-1066.
Jefferis, K. R., & Okeahalam, C. C. (2000). The Impact of economic fundamental on stock markets in southern Africa. Development Southern Africa, .17(1), 22-51
Joseph, N. L. (2012). Modelling the impacts of interest rate and exchange rates on UK stock Performance. Derivatives Use Trading and Regulation,7, 306-23
Kamazima, B. (2017). Determinants of emerging financial markets development, a case study of Dar es Salaam stock exchange, Tanzania. Catholic University of Eastern Africa.
Kashif, R. (2014). Time Series analysis of the relationship between macroeconomic factors and the Stock market returns in Pakistan. Journal of Yaşar University. 2014 9(36) 6261 – 6380.
Kutan, A. M. & Aksoy T. (2003). Public information arrival and the fisher effect in emerging markets: Evidence from stock and bond markets in Turkey. Journal of Financial Services Research, 23(3), 225
Kutty, G. (2010). The relationship between exchange rates and stock prices: the case of Mexico. North American Journal of Finance and Banking Research.
Levich, R. M. (2001). International financial markets: prices and policies. (2nd Ed.), McGraw- Hill Publishing Co.
Litterman, R. (1980). A Bayesian Procedure for Forecasting with Vector Autoregressions. Working Paper, MIT.
Lintner, J. (1965). The Valuation of risk assets and the selection of risky investments in stock portfolios and capital budgets. Review of Economics and Statistics. 1. 13-37. 10.2307/1924119.
Lokeswar D.V. R. (2012). Impact of inflation and GDP on stock market returns in India. International Journal of Advanced Research in Management and Social Sciences. Vol 1. No 6.
Mahedi M. (2012). Impact of the macroeconomic variables on the stock market returns: The case of Germany and the United Kingdom. Global Journal of Management and Business Research.
Miregi. O. M. & Obere, A. (2014). Effects of market fundamental variables on property prices in Kenya – A Case of Nairobi Residential Property Market. Journal of Economics and Finance, 5(5), 101-113.
Mohammad, B. A. (2011). Impact of micro and macroeconomic variables on emerging stock market return: A case on Dhaka Stock Exchange (DSE). Interdisciplinary Journal of Research in Business.
Muazu, I. & Alhassan, M. (2014). An econometric analysis of the impact of macroeconomic fundamentals on stock market returns in Ghana. Macrothink Institute. Vol 6 No 2.
Muinde, P. M. (2017). Effects of macroeconomic volatility on stock exchange in Kenya: A cointegration evidence from the Nairobi Securities Exchange (NSE). International Journal of Economics and Finance. Vol 9 Pge 1-14.
Nancy, G. M. (2017). The effect of exchange rate changes on the stock market returns at the Nairobi Securities Exchange. project. University of Nairobi.
Ng, S.W., So, B. E., Tan, Teo, K. H., & Yu, K. C. (2015). The determinants of Malaysian stock market performance. Universiti Tunku Abdul Rahman.
Ochieng, D. and Owiro, E. (2012), the relationship between macroeconomic Variables and stock Market performance in Kenya, DBA African management review 3(1), 38-49
Ochieng, D. E., & Adhiambo, E. O. (2012). The relationship between macroeconomic variables and stock market returns performance in Kenya. DBA Africa Management Review. Vol 3 No 1 pp. 38-49.
Olweny, T. O. & Omondi, K. (2011). The effect of macro-economic factors on stock return volatility in the Nairobi Stock Exchange, Kenya. Economics and Finance Review, 1(10), 34 – 48
Otweyo, E. S. (2014). Market factors that affect returns for companies quoted at the Nairobi Securities Exchange. Project. KCA University
Ouma, W. N., & Muriu, P. (2014). The Impact of macroeconomic variables on stock market returns in Kenya. International Journal of Business and Commerce, 3 (11), 1-31
Ross, S. A. (1976). The arbitrage theory of capital asset pricing. Journal of economic theory, 13(3), 341-360.
Serkan, B. (2008). Macroeconomic variables, Firm characteristics and stock performance: Evidence from Turkey. International Research Journal of Finance & Economics; 16, 35
Sharpe, W. F. (1964). Capital asset prices: A theory of market equilibrium under conditions of risk. Journal of Finance, 425-42.
Spyrou, I. S. (2001). Stock returns and inflation: evidence from an emerging market. Journal of Applied Economics. 8(7) pp. 447-450.
Timmermann, A., & Granger, C. W. J. (2004). Efficient market hypothesis and forecasting. International Journal of Forecasting, 20, 15-27.
Uddin, M. G. S., & Alam, M. M. (2007). The impacts of interest rate on stock market: Empirical evidence from Dhaka Stock Exchange. South Asian; Journal of Management and Sciences, 1(2), 123-132