MONETARY POLICY TRANSMISSION AND STOCK MARKET PERFORMANCE IN BANGLADESH: A VECTOR AUTOREGRESSION APPROACH

Arif Md Ismail Hossain, Hossain Md. Sayem

Abstract


This study examines the dynamic relationship between monetary policy instruments and stock market performance in Bangladesh using monthly data from January 2005 to December 2023. Employing the Vector Autoregression (VAR) framework, Augmented Dickey-Fuller (ADF) unit root tests, Granger causality tests, and impulse response function analysis, the study investigates how key monetary policy variables—repo rate, call money rate, inflation, and exchange rate—affect the Dhaka Stock Exchange General Index (DSEX). The empirical findings reveal that the repo rate exerts a statistically significant negative effect on stock market capitalization in the long-run equilibrium (β = –0.0577, p = 0.019), consistent with the discounted cash flow valuation mechanism. However, Granger causality tests indicate that monetary policy variables do not individually lead stock market movements in the short run, except for the exchange rate, which demonstrates significant predictive power (F = 4.1657, p = 0.0168). The impulse response analysis further confirms that exchange rate shocks generate persistent volatility in stock returns, whereas monetary policy rate shocks produce only transitory and muted effects. The study concludes that while Bangladesh's monetary authority possesses theoretical channels to influence capital markets, the transmission mechanism remains structurally weak due to market illiquidity, shallow institutional participation, and periodic regulatory discontinuities.

 

JEL: E52, G10, G14, C32, O53


Keywords


monetary policy transmission, stock market, DSEX, Repo rate, VAR, Bangladesh

Full Text:

PDF

References


Ahmed S, Islam AM, Basher SA, 2006. Monetary Policy and Stock Prices in Bangladesh. Bangladesh Bank Working Paper.

Bernanke BS, Gertler M, 1995. Inside the Black Box: The Credit Channel of Monetary Policy Transmission. Journal of Economic Perspectives 9(4): 27-48. Retrieved from https://www.aeaweb.org/articles?id=10.1257/jep.9.4.27

Bjørnland HC, Leitemo K, 2009. Identifying the Interdependence between US Monetary Policy and the Stock Market. Journal of Monetary Economics 56(2): 275-282. https://doi.org/10.1016/j.jmoneco.2008.12.001

Bhattacharya B, Mukherjee J, 2002. The Nature of the Causal Relationship between Stock Prices and Macroeconomic Factors in India. Indian Journal of Commerce 55(4): 22-35. Retrieved from https://www.academia.edu/1809584/The_Nature_of_the_Causal_Relationship_between_Stock_Market_and_Macroeconomic_Aggregates_in_India_An_Empirical_Analysis

Hossain MS, Ahmed MF, 2014. Monetary Policy and Stock Market Development in Bangladesh: A Post-Reform Assessment. Bangladesh Development Studies 37(3): 45-68.

Kim S, 2003. Monetary Policy, Foreign Exchange Intervention, and the Exchange Rate in a Unifying Framework. Journal of International Economics 60(2): 355-386. https://doi.org/10.1016/S0022-1996(02)00028-4

Mishkin FS, 2001. The Economics of Money, Banking, and Financial Markets, 6th edn. Addison-Wesley, New York, NY, USA. Retrieved from https://books.google.ro/books/about/The_Economics_of_Money_Banking_and_Finan.html?id=Yp2ZAAAAIAAJ&redir_esc=y

Patelis AD, 1997. Stock Return Predictability and the Role of Monetary Policy. Journal of Finance 52(5): 1951-1972. https://doi.org/10.2307/2329470

Pesaran MH, Shin Y, 1998. Generalized Impulse Response Analysis in Linear Multivariate Models. Economics Letters 58(1): 17-29. https://doi.org/10.1016/S0165-1765(97)00214-0

Ratanapakorn O, Sharma SC, 2007. Dynamic Analysis between the US Stock Returns and the Macroeconomic Variables. Applied Financial Economics 17(5): 369-377. https://doi.org/10.1080/09603100600638944

Thorbecke W, 1997. On Stock Market Returns and Monetary Policy. Journal of Finance 52(2): 635-654. https://doi.org/10.2307/2329493

Tobin J, 1969. A General Equilibrium Approach to Monetary Theory. Journal of Money, Credit and Banking 1(1): 15-29. https://doi.org/10.2307/1991374

Wongbangpo P, Sharma SC, 2002. Stock Market and Macroeconomic Fundamental Dynamic Interactions: ASEAN-5 Countries. Journal of Asian Economics 13(1): 27-51. https://doi.org/10.1016/S1049-0078(01)00111-7




DOI: http://dx.doi.org/10.46827/ejefr.v10i6.2309

Refbacks

  • There are currently no refbacks.


Copyright (c) 2026 Arif Md Ismail Hossain, Hossain Md. Sayem

Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.

The research works published in this journal are free to be accessed. They can be shared (copied and redistributed in any medium or format) and\or adapted (remixed, transformed, and built upon the material for any purpose, commercially and\or not commercially) under the following terms: attribution (appropriate credit must be given indicating original authors, research work name and publication name mentioning if changes were made) and without adding additional restrictions (without restricting others from doing anything the actual license permits). Authors retain the full copyright of their published research works and cannot revoke these freedoms as long as the license terms are followed.

Copyright © 2016 - 2026. European Journal of Economic and Financial Research (ISSN 2501-9430) is a registered trademark of Open Access Publishing GroupAll rights reserved.

This journal is a serial publication uniquely identified by an International Standard Serial Number (ISSN) serial number certificate issued by Romanian National Library. All the research works are uniquely identified by a CrossRef DOI digital object identifier supplied by indexing and repository platforms. All the research works published on this journal are meeting the Open Access Publishing requirements and standards formulated by Budapest Open Access Initiative (2002), the Bethesda Statement on Open Access Publishing (2003) and  Berlin Declaration on Open Access to Knowledge in the Sciences and Humanities (2003) and can be freely accessed, shared, modified, distributed and used in educational, commercial and non-commercial purposes under a Creative Commons Attribution 4.0 International License. Copyrights of the published research works are retained by authors.