image

Exchange Rate Volatility and Financial Market Activity in the MENA Region: New Evidence Using a Dynamic Panel Threshold Regression

Download Paper: Download pdf
Author(s):
Abstract:

This study examines the impact of exchange rate volatility on financial market activity using a sample of 20 MENA countries from 1990Q1 to 2022Q4. An exchange rate volatility index was derived for each country based on the conditional variance estimated using ARCH/ GARCH models. The main findings using a dynamic panel threshold estimation technique revealed a threshold effect in the relationship between the exchange rate volatility and financial market activity. In oil-exporting countries, exchange rate volatility negatively effects on stock returns at lower or upper threshold levels in a different regime. in non-oil-exporting countries, the adverse effect intensifies when transitioning to the high-threshold regime, indicating greater sensitivity to exchange rate instability. Thus, policymakers in the MENA should formulate foreign exchange policy strategies that support exchange rate stability and assist financial market participants in improving risk management, expand the use of hedging instruments, and diversifying portfolios to withstand heightened volatility.


Copyright© 2026 The Author(s). This article is distributed under the terms of the license CC-BY 4.0., which permits any further distribution in any medium, provided the original work is properly cited.


Article’s history: Received 20th of November, 2025; Revised 22ndof December, 2025; Accepted 21st of February, 2026; Available online: 15th of March, 2026. Published as article in the Volume XXI, Special Issue, 1(91), 2026.



How to cite:

Hasan, A. H., Karim, A. Z., Azam, A. H. M. & Ghazali, M. F. (2026). Exchange Rate Volatility and Financial Market Activity in the MENA Region: New Evidence Using a Dynamic Panel Threshold Regression. Journal of Applied Economic Sciences, Volume XXI, Special Issue, 1(91), 75 – 98. https://doi.org/10.57017/jaes.v21.si.1(91).04 


Acknowledgments/Funding: The authors acknowledge the support of the Faculty of Economics and Management at Universiti Kebangsaan Malaysia and the University of Diyala for providing academic resources and research support. This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors.


Conflict of Interest Statement: The authors declare that no commercial or financial relationships exist that could be construed as a potential conflict of interest.


Data Availability Statement: The data used in this study are obtained from publicly available sources, including Thomson Reuters Datastream, the International Monetary Fund International Financial Statistics (IFS), the US Energy Information Administration (EIA), and the World Bank Worldwide Governance Indicators (WGI). The compiled dataset used for the empirical analysis is available from the corresponding author upon reasonable request.


Ethical Approval Statement: This study does not involve human participants, personal data, or animal subjects. All data used in the analysis are secondary macroeconomic and financial indicators obtained from publicly accessible databases. Therefore, ethical approval was not required.



References:

Adekunle, A. O. (2023). Exchange Rate Volatility and Stock Market Development: An Empirical Evidence from Nigeria. Malete Journal of Accounting and Finance, 3(1), 89-108. https://majaf.com.ng/index.php/majaf/article/view/65


Ahmad Hakim, S. & Mohamad, A. (2016). Asset Pricing in Developed and Emerging Markets: A Survey. Sains Humanika, 8(3), 47–64. https://doi.org/10.11113/sh.v8n3.875 


Alenezi, M., Alqatan, A., & Phiri, O. (2020). The sensitivity of GCC firms’ stock returns to exchange rate, interest rate, and oil price volatility. Corporate Ownership and Control, 17(4), 35–50. https://doi.org/10.22495/cocv17i4art3 


Alshammary, M. D., Khalid, N., Karim, Z. A. & Ahmad, R. (2020). Twin Deficits and the Feldstein-Horioka Hypothesis in the MENA Region: New Evidence Using Panel VAR Analysis. International Journal of Economics and Management, 14(3), 311–329. https://doi.org/10.3390/economies8040102 


Bahmani-Oskooee, M. & Saha, S. (2015). On the relation between stock prices and exchange rates: a review article. Journal of Economic Studies, 42(4), 707–732. https://doi.org/10.1108/JES-03-2015-0043


Baranidharan, S. & Alex, A. (2020). Volatility Spillover of Exchange Rate on Stock Market Evidence from South Africa. Asian Journal of Economics, Finance and Management, 2(3), 26–34. https://www.journaleconomics.org/index.php/AJEFM/article/view/30 


Basher, S.A. & Sadorsky, P. (2016). Hedging emerging market stock prices with oil, gold, VIX, and bonds : A comparison between DCC , ADCC and GO-GARCH. Energy Economics, 54(1), 235–247. https://doi.org/10.1016/j.eneco.2015.11.022


Baumeister, C. & Kilian, L. (2016). Understanding the Decline in the Price of Oil since June 2014. Association of Environmental and Resource Economists, 3(1), 131–158. https://doi.org/10.1086/684160 


Bhargava, V. & Konku, D. (2023). Impact of exchange rate fluctuations on US stock market returns. Managerial Finance, 49(10), 1535–1557. https://doi.org/10.1108/MF-02-2023-0070 


Bouri, E. & Klein, T. (2022). Climate policy uncertainty and the price dynamics of green and brown energy stocks. Finance Research Letters, 47(1), 1–9. https://doi.org/10.1016/j.frl.2022.102740


Butt, S., Ramzan, M., Wong, W.K., Chohan, M.A. & Ramakrishnan, S. (2023). Unlocking the secrets of exchange rate determination in Malaysia: A Game-Changing hybrid model. Heliyon, 9(8), 3–16. https://doi.org/10.1016/j.heliyon.2023.e18833 

Fama, E.F. & French, K.R. (2004). The Capital Asset Pricing Model: Theory and evidence. Journal of Economic Perspectives, 18(3), 25–46. https://doi.org/10.1257/0895330042162430 


Gbadebo, A. D. (2023). Exchange Rate Volatility and Nigerian Stock Market Development. Nternational Journal of Professional Business Review, 8(9), 1–17. https://doi.org/10.26668/businessreview/2023.v8i9.3078  


Gokmenoglu, K., Eren, B.M. & Hesami, S.  (2021). Exchange rates and stock markets in emerging economies: new evidence using the Quantile-on-Quantile approach. Quantitative Finance and Economics, 5(1), 94–110. https://doi.org/10.3934/QFE.2021005 


Hajilee, M. & Al Nasser, O. M. (2014). Exchange rate volatility and stock market development in emerging economies. Journal of Post Keynesian Economics, 37(1), 163–180. https://doi.org/10.2753/PKE0160-3477370110 


Hansen, B. E. (2000). Sample splitting and threshold estimation. Econometrica, 68(3), 575–603. https://doi.org/10.1111/1468-0262.00124


International Monetary Fund. (2023). World Economic Outlook. Report No. Countering the Cost-of-Living Crisis. https://doi.org/10.1111/1468-0262.00153 


Johari, M. S., Habibullah, M. S., Ghani, R. A. & Manaf, S. M. A. (2021). The macroeconomic fundamentals of the real exchange rate in Malaysia: Some empirical evidence. Jurnal Ekonomi Malaysia, 55(2), 81–89. https://doi.org/10.17576/JEM-2021-5502-7 


Jorion, P. (1990). The Exchange-Rate Exposure of US Multinationals. The Journal of Business, 63(3), 331–345. https://doi.org/10.1086/296564 


Karim, B. A., & Karim, Z. A. (2017). Financial crisis and segmentation of Islamic stock market. Perspectives of Innovations Economics and Business, 17(2), 95–100. https://doi.org/10.15208/pieb.2017.08 


Karim, Z. A., Nizam, R., Law, S. H., & Hassan, M. K. (2021). Does financial inclusiveness affect economic growth? New evidence using a dynamic panel threshold regression. Finance Research Letters, 46, 102364. https://doi.org/10.1016/j.frl.2021.102364 


Kremer, S., Bick, A. & Nautz, D.  (2013). Inflation and growth: new evidence from a dynamic panel threshold analysis. Empirical Economics, 44(2), 861–878. https://doi.org/10.1007/s00181-012-0615-0


Krugman, P. R., Obstfeld, M. & Melitz, M. J. (2021). International Economics. 12th Edition. New York, United States: Pearson Education. ISBN-13: 978-0137465699. https://studylib.net/doc/ 26274891/paul-krugman--maurice-obstfeld--marc-melitz---internation... 


Lee, C. L., Ahmad, R., Abdul Karim, Z. & Khalid, N. (2023). Institutional Quality, Income Level, and Debt Sustainability: New Evidence Using Dynamic Panel Threshold Regression. Technological and Economic Development of Economy 29(5), 1520–1538. https://doi.org/10.3846/tede.2023.19247 


Lintner, J. (1965). Security prices, risk, and maximal gains from diversification. The Journal of Finance 20(4), 587–615. https://doi.org/10.2307/2975974 


Makore, I. & Chikutuma, C. N. (2025). Exchange Rate Volatility and Its Impact on International Trade : Evidence from Zimbabwe. Journal of Risk and Financial Management, 18(7), 1–16. https://doi.org/10.3390/jrfm18070376 


Mechrii, N., de Peretti, C. & Ben Hamad, S. (2021). The Impact of the Exchange Rate Volatility on Stock Markets Dynamics in Tunisia and Turkey : An Artificial Neural Network Analysis. Global Economics Science, 3(1), 1–21. https://doi.org/10.37256/ges.312022798 


Mhadhbi, K. & Guelbi, I. (2024). Oil Price Volatility and MENA Stock Markets : A Comparative Analysis of Oil Exporters and Importers. Engineering Proceedings, 68(1), 1–17. https://doi.org/10.3390/engproc2024068063 


Moussa, F. & Delhoumi, E. (2022). The asymmetric impact of interest and exchange rate on the stock market index: evidence from MENA region. International Journal of Emerging Markets, 17(10), 2510–2528. https://doi.org/10.1108/IJOEM-01-2020-0089 
 

Obstfeld, M. & Rogoff, K. (1995). Exchange rate dynamics redux. Journal of Political Economy, 103(3), 624–660. https://doi.org/10.1086/262051 


Phylaktis, K. & Ravazzolo, F. (2005). Stock prices and exchange rate dynamics. Journal of International Money and Finance, 24(7), 1031–1053. https://doi.org/10.1016/j.jimonfin.2005.08.001 


Prananta, B. & Alexiou, C. (2024). Exchange rates, bond yields and the stock market: nonlinear evidence of Indonesia during the COVID-19 period. Asian Journal of Economics and Banking 8(1), 83–99. https://doi.org/10.1108/AJEB-12-2022-0157


Rai, K. & Garg, B. (2022). Dynamic correlations and volatility spillovers between stock price and exchange rate in BRIICS economies: evidence from the COVID-19 outbreak period. Applied Economics Letters, 29(8), 738–745. https://doi.org/10.1080/13504851.2021.1884835 


Sari, T. W., Hidayat, R. R. & Sulasmiyati, S. (2017). The Influence of Return on Investment (ROI), Return on Equity (ROE), Earnings Per Share (EPS) and Market Value Added (MVA) on Stock Return (Study on Consumer Goods Industry that Listed on Indonesia Stock Exchange for 2011-2015). Jurnal Administrasi Bisnis, 46(1), 172–180. https://repository.ub.ac.id/id/eprint/119497 


Seo, M. H., Kim, S. & Kim, Y. J. (2019). Estimation of dynamic panel threshold model using Stata. Stata Journal, 19(3), 685–697. https://doi.org/10.1177/1536867X19874243 


Seo, M. H. & Shin, Y. (2016). Dynamic panels with threshold effect and endogeneity. Journal of Econometrics, 195(2), 169–186. https://doi.org/10.1016/j.jeconom.2016.03.005 


Sharpe, W. F. (1964). Capital asset prices: A theory of market equilibrium under conditions of risk. The Journal of Finance. https://doi.org/10.1111/j.1540-6261.1964.tb02865.x 


Sreenu, N. (2023). Effect of Exchange Rate volatility and inflation on stock market returns Dynamics - evidence from India. International Journal of System Assurance Engineering and Management 14(3), 836–843. https://doi.org/10.1007/s13198-023-01914-3 


Tamunowariye, C. & Anaele, A. (2022). The Impact of Exchange Rate Volatility on Stock Market Performance in Nigeria from 1981 to 2019. International Journal of Business Systems and Economics, 13(5), 74–87. https://www.ijahss.com/Paper/07022022/1179451594.pdf 


Tanted, N. & Agarwal, K. (2023). Impact of exchange rate fluctuations on US stock market returns. Managerial Finance, 13(1), 32–45. https://doi.org/10.1108/MF-08-2022-0387 


Trabelsi, M. & Bahloul, S. (2022). Stock and exchange rate movements in the MENA countries: A Markov Switching - VAR Model. Economic Journal of Emerging Markets, 14(2), 218–230. https://doi.org/10.20885/ejem.vol14.iss2.art6 


Turk-Ariss, R. (2009). Competitive behavior in Middle East and North Africa banking systems. The Quarterly Review of Economics and Finance, 49(2), 693–710. https://doi.org/10.1016/j.qref.2008.03.002 


World Bank. (2024). Conflict and Debt in the Middle East and North Africa. Report No. Washington. https://documents1.worldbank.org/curated/en/099240104152411250/pdf/IDU163f1f80915d 9c14 9081a45f19ef4a6f9bae1.pdf 


Xie, Z., Chen, S. W. & Wu, A. C. (2020). The foreign exchange and stock market nexus: New international evidence. International Review of Economics and Finance, 67(1), 240–266. https://doi.org/10.1016/j.iref.2020.01.001