The dynamic relationship between stock market returns and macroeconomic variables: An empirical study from Bangladesh

Authors: 
Shabiha Akter, Md. Shohel Rana, Tanvir Hasan Anik
DOI Number: 
http://doi.org/10.31039/jomeino.2020.4.1.3
Abstract: 
In this research paper, attempt has been made to explore the dynamic relationship between stock market and macroeconomic variables i.e. DSE index and three key macro-economic variables (Exchange rate, Industrial production in and Reserve), by using unit root stationary tests and Johansan co-integration test. Monthly data has been used from June, 2003 to June, 2015 for all the variables, like, DSE index, Exchange rate, Industrial production in and Reserve. Results showed that the variables contained a unit root and were integrated of order one. The vector error correction model (VECM) (Johansen (1991)) is utilized to determine the impact of selected macroeconomic variables on stock market. Empirical results show that the stock market and macroeconomics variables have no long-term equilibrium relationship.
Keywords: 
DSE, Reserve, Exchange rate, Industrial production, Macroeconomic variables, Stock market, Dynamic relation.
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References: 

Ajayi, R. A., & Mougouė, M. (1996). On the dynamic relation between stock prices and exchange rates. Journal of Financial Research, 19(2), 193-207. https://doi.org/10.1111/j.1475-6803.1996.tb00593.x Anik, T. H., & Biplob, M. N. K. (2019). Economic growth and macroeconomic fundamentals: Evidence from Bangladesh. Global Journal of Management and Business Research, 19(2), 10-29. Bodie, Z. (1976). Common stocks as a hedge against inflation. The Journal of Finance, 31(2), 459-470. https://doi.org/10.1111/j.1540-6261.1976.tb01899.x Brahmasrene, T., & Jiranyakul, K. (2007). Cointegration and causality between stock index and macroeconomic variables in an emerging market. Academy of Accounting and Financial Studies Journal, 11(3), 17-30. Brown, S. J., & Otsuki, T. (1989). Macroeconomic factors and the Japanese equity markets: The CAPMD project. Salomon Bros. Center for the Study of Financial Institutions, Graduate School of Business Administration, New York University. Chen, N. F., Roll, R., & Ross, S. A. (1986). Economic forces and the stock market. Journal of Business, 383-403. https://www.jstor.org/stable/2352710 Cheung, Y. W., & Ng, L. K. (1998). International evidence on the stock market and aggregate economic activity. Journal of Empirical Finance, 5(3), 281-296. https://doi.org/10.1016/S0927-5398(97)00025-X Darrat, A. F. (1990). Stock returns, money, and fiscal deficits. Journal of Financial and Quantitative Analysis, 25(3), 387-398. https://doi.org/10.2307/2330703 Darrat, A. F., & Mukherjee, T. K. (1986). The behavior of the stock market in a developing economy. Economics Letters, 22(2-3), 273-278. https://doi.org/10.1016/0165-1765(86)90246-6 Fama, E. F. (1981). Stock returns, real activity, inflation, and money. The American Economic Review, 71(4), 545-565. https://www.jstor.org/stable/1806180 Fama, E. F., & Schwert, G. W. (1977). Asset returns and inflation. Journal of Financial Economics, 5(2), 115-146. https://doi.org/10.1016/0304-405X(77)90014-9 Granger, C. W. J. (1986). Developments in the study of cointegrated economic variables. Oxford Bulletin of Economics and Statistics, 48(3), 213-228. Hussainey, K., & Khanh Ngoc, L. (2009). The impact of macroeconomic indicators on Vietnamese stock prices. The Journal of Risk Finance, 10(4), 321-332. https://doi.org/10.1108/15265940910980632 Ibrahim, M. (1999). Macroeconomic variables and stock prices in Malaysia: An empirical analysis. Asian Economic Journal, 13(2), 219-231. https://doi.org/10.1111/1467-8381.00082 Jaffe, J. F., & Mandelker, G. (1976). The "Fisher effect" for risky assets: An empirical investigation. The Journal of Finance, 31(2), 447-458. https://doi.org/2326616 Johansen, S. (1991). Estimation and hypothesis testing of cointegration vectors in Gaussian vector autoregressive models. Econometrica: Journal of the Econometric Society, 59(6), 1551-1580. https://doi.org/2938278 Kasman S.K. (2002). Volatility of the Turkish stock market (Unpublished PhD dissertation). Graduate School of Vanderbilt University, Nashville, Tennessee. Lee, B. S. (1992). Causal relations among stock returns, interest rates, real activity, and inflation. The Journal of Finance, 47(4), 1591-1603. https://doi.org/10.1111/j.1540-6261.1992.tb04673.x Lintner, J. (1973). Inflation and common stock prices in a cyclical context. In Annual Report (pp. 23-36). National Bureau of Economic Research, New York. Masuduzzaman 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, 12(16). 22-34. Mukherjee, T. K., & Naka, A. (1995). Dynamic relations between macroeconomic variables and the Japanese stock market: an application of a vector error correction model. Journal of Financial Research, 18(2), 223-237. https://doi.org/10.1111/j.1475-6803.1995.tb00563.x Patra, T., & Poshakwale, S. (2006). Economic variables and stock market returns: evidence from the Athens stock exchange. Applied Financial Economics, 16(13), 993-1005. https://doi.org/10.1080/09603100500426523 Perron, P. (1989). The great crash, the oil price shock, and the unit root hypothesis. Econometrica: Journal of the Econometric Society, 57(6), 1361-1401. https://doi.org/1913712 Phillips, P. C. B. & Perron P. (1988). Testing for a unit root in time series regression. Biometrika, 75(2), 335-346. https://doi.org/10.1093/biomet/75.2.335 Phillips, P.C.B. (1991). Optimal inference in cointegrated systems, Econometrica, 59(2), 283-306. https://doi.org/2938258 Pramod Kumar, N. A. I. K., & Puja, P. (2012). The impact of macroeconomic fundamentals on stock prices revisited: An evidence from Indian data, Eurasian Journal of Business and Economics, 5 (10), 25-44. Rana, M. S., Anik, T. H., & Biplob, M. N. K. (2019). Factors influencing exchange rate: An empirical evidence from Bangladesh. Global Journal of Management and Business Research, 19(6), 12-24. Schwert, G. W. (1987). Effects of model specification on tests for unit roots in macroeconomic data. Journal of Monetary Economics, 20(1), 73-103. https://doi.org/10.1016/0304-3932(87)90059-6

Page: 
40-62.
Content Status: 
Published