The Effects of Positive and Negative Shocks in Country-Specific Geopolitical Risk On The Stock Market: Evidence From Asymetric Causality Analysis For BRICS-T Countries

Authors

DOI:

https://doi.org/10.63556/tisej.2026.1755

Keywords:

Geopolitical Risk, Stock Market Index, Asymmetric Causality, Pozitive Shocks, Negative Shocks

Abstract

Theory and literature show a significant link among stock markets and geopolitical risk. Therefore, the aim of the paper is to investigate the link among the stock market index and geopolitical risk utilising monthly data for the period 01.01.2019-01.04.2024 of the BRICS-T countries (Brazil, Russian, India, China, South Africa and Turkiye) by using time-varying bootstrap asymmetric panel causality test. In the first stage of the study, the LM of Breusch and Pagan (1980), the scaled LM of Pesaran (2004), and the bias-corrected and scaled LM tests developed by Baltagi vd. (2012) are applied to examine cross-sectional dependence of the variables. In the second stage, the asymmetric panel causality test, suggested by Hatemi-J (2012), employed by Yılancı and Aydın (2017) and based on the Konya (2006) panel causality test is applied to analyze the long-term corelation among the positive and negative cumulative totals of the variables. Empirical findings highlight the importance of geopolitical risk in determining stock prices in Brazil, Russia, India, China, South Africa, and Turkey. They also indicate that news about geopolitical risks in stock markets does not uniformly affect stock return dynamics and this effect varies over time. Therefore, these findings offer important recommendations for both policymakers and investors.

References

Abakah, E. J. A., Abdullah, M., Akinsomi, O., & Tiwari, A. K. (2025). Geopolitical risk and real estate stock crash. Finance Research Letters, 80, 107333. https://doi.org/10.1016/j.frl.2025.107333

Abdelaziz Eissa, M., & Al Refai, H. (2024). Context-dependent responses to geopolitical risk in Middle Eastern and African stock markets: An asymmetric volatility spillover study. International Review of Economics & Finance, 94, 103402. https://doi.org/10.1016/j.iref.2024.103402

Adel, S. A. A. D. L. I., Triki, M. B., & Abderzag, F. T. (2021). Does Geopolitical Risk and Investors' Sentiment Matter for Turkish Stock Returns?. Journal of Economic Cooperation & Development, 42(1).

Agoraki, M. E. K., Kouretas, G. P., & Laopodis, N. T. (2022). Geopolitical risks, uncertainty, and stock market performance. Economic and Political Studies, 10(3), 253-265. https://doi.org/10.1080/20954816.2022.2095749

Antonakakis, N., Gupta, R., Kollias, C., & Papadamou, S. (2017). Geopolitical risks and the oil-stock nexus over 1899–2016. Finance Research Letters, 23, 165-173, https://doi.org/10.1016/j.frl.2017.07.017.

Apergis, N., Bonato, M., Gupta, R., & Kyei, C. (2018). Does geopolitical risks predict stock returns and volatility of leading defense companies? Evidence from a nonparametric approach. Defence and Peace Economics, 29(6), 684-696.

Balcilar, M., Bonato, M., Demirer, R., & Gupta, R. (2018). Geopolitical risks and stock market dynamics of the BRICS. Economic Systems, 42(2), 295-306, https://doi.org/10.1016/j.ecosys.2017.05.008

Baltagi, B. H., Feng, Q. ve Kao, C. (2012). A Lagrange multiplier test for cross-sectional dependence in a fixed effects panel data model. Journal of Econometrics, 170(1), 164-177. https://doi.org/10.1016/j.jeconom.2012.04.004

Banerjee, A. K., Sensoy, A., & Goodell, J. W. (2024). Volatility connectedness between geopolitical risk and financial markets: Insights from pandemic and military crisis periods. International Review of Economics & Finance, 96, 103740. https://doi.org/10.1016/j.iref.2024.103740

Bossman, A., & Gubareva, M. (2023). Asymmetric impacts of geopolitical risk on stock markets: A comparative analysis of the E7 and G7 equities during the Russian-Ukrainian conflict. Heliyon, 9(2). https://doi.org/10.1016/j.heliyon.2023.e13626

Bouras, C., Christou, C., Gupta, R., & Suleman, T. (2019). Geopolitical risks, returns, and volatility in emerging stock markets: Evidence from a panel GARCH model. Emerging Markets Finance and Trade, 55(8), 1841-1856. https://doi.org/10.1080/1540496X.2018.1507906

Breusch, T.S. ve Pagan, A.R. (1980). The Lagrange multiplier test and its applications to model specification in econometrics. Rev. Econ. Stud. 47, 239-253. https://doi.org/10.2307/2297111

Cai, Y., Fu, X., & Zhang, Y. (2025). Geopolitical risks and airlines stock return–implications to the financial stability of European airlines. Transport Policy. https://doi.org/10.1016/j.tranpol.2025.05.001

Caldara, D. & Iacoviello, M. (2022). Measuring geopolitical risk. Am. Econ. Rev. 112, 1194–1225

Carney, M. (2016). Uncertainty, the economy and policy. In Speech delivered at the court room. Bank of England, https://www.bankofengland.co.uk/speech/2016/uncertainty-the-economy-and-policy.

Chatziantoniou, I., Gabauer, D., & Stenfors, A. (2025). US sectoral stock market volatility and geopolitical risk categories. Finance Research Letters, 76, 106916. https://doi.org/10.1016/j.frl.2025.106916

Cheng, Y., & Yao, X. (2021). Carbon intensity reduction assessment of renewable energy technology innovation in China: A panel data model with cross-section dependence and slope heterogeneity. Renewable and Sustainable Energy Reviews, 135, 110157. https://doi.org/10.1016/j.rser.2020.110157

Chiang, T. C., & Chen, X. (2021). Evidence of policy uncertainty and geopolitical risk on Chinese stock prices. In Advances in Pacific Basin business, economics and finance (pp. 37-56). Emerald Publishing Limited.

Dieckelmann, D., Larkou, C., McQuade, P., Pancaro, C., & Rößler, D. (2025). Geopolitical risk and euro area bank CDS spreads and stock prices: Evidence from a new index. Economics Letters, 112461. https://doi.org/10.1016/j.econlet.2025.112461

Emsen, H. S. (2022). Effects of geopolitical risks and political uncertainties on stock markets: Country specific new generation panel data analysis for developing Asian countries. Journal of process management and new technologies, 10(1-2), 82-101. https://doi.org/10.5937/jouproman2201082S

Enescu, A. G., & Răileanu Szeles, M. (2026). Geopolitical Risks and Global Stock Market Dynamics: A Quantile-Based Approach. International Journal of Financial Studies, 14(4), 85. https://doi.org/10.3390/ijfs14040085

Feng, Z., Liu, X., & Yao, Y. (2023). Impact of geopolitical risk on the volatility spillovers among G7 and BRICS stock markets. Procedia Computer Science, 221, 878-884. http://dx.doi.org/10.2139/ssrn.4642063

Fianto, B. A., Anisha, A. I. I. N., Setianingsih, H. E., & Mohd Ruslan, R. A. H. (2026). Geopolitical risk and Islamic stock market dynamics: evidence from Indonesia. Journal of Islamic Accounting and Business Research, 17(1), 218-236. https://doi.org/10.1108/JIABR-02-2025-0078

Fiorillo, P., Meles, A., Pellegrino, L. R., & Verdoliva, V. (2023). Geopolitical risk and stock liquidity. Finance Research Letters, 54, 103687. https://doi.org/10.1016/j.frl.2023.103687

Gkillas, K., Gupta, R., & Wohar, M. E. (2018). Volatility jumps: The role of geopolitical risks. Finance Research Letters, 27, 247-258. Gkillas, K., Gupta, R., & Wohar, M. E. (2018). Volatility jumps: The role of geopolitical risks. Finance Research Letters, 27, 247-258. https://doi.org/10.1016/j.frl.2018.03.014

Granger, C., & Yoon, G. (2002). Hidden Cointegration. San Diego: University of California, Department of Economics Working Paper. http://dx.doi.org/10.2139/ssrn.313831

Hatemi-j, A. (2012). Asymmetric causality tests with an application. Empirical economics, 43, 447-456. https://doi.org/10.1007/s00181-011-0484-x

Hoque, M. E., & Zaidi, M. A. S. (2020). Global and country-specific geopolitical risk uncertainty and stock return of fragile emerging economies. Borsa Istanbul Review, 20(3), 197-213. https://doi.org/10.1016/j.bir.2020.05.001

Hossain, A. T., & Masum, A. A. (2022). Russian invasion of Ukraine, geopolitical risk, and global financial markets. Available at SSRN. https://dx.doi.org/10.2139/ssrn.4056137

Khan, N., Mejri, S., Leccadito, A., & Kang, S. H. (2025). Geopolitical Risk, Macroeconomic Factors and Different Assets During the War Periods: Implications for Herding and Portfolio Diversification. Economic Modelling, 107312. https://doi.org/10.1016/j.econmod.2025.107312

Khan, N., Saleem, A., & Ozkan, O. (2023). Do geopolitical oil price risk influence stock market returns and volatility of Pakistan: Evidence from novel non-parametric quantile causality approach. Resources Policy, 81, 103355. https://doi.org/10.1016/j.resourpol.2023.103355

Khraiche, M., Boudreau, J. W., & Chowdhury, M. S. R. (2023). Geopolitical risk and stock market development. Journal of International Financial Markets, Institutions and Money, 88, 101847. https://doi.org/10.1016/j.intfin.2023.101847

Korsah, D., & Mensah, L. (2024). Geopolitical risk, economic policy uncertainty, financial stress and stock returns nexus: evidence from African stock markets. Journal of Capital Markets Studies, 8(1), 25-42. https://doi.org/10.1108/JCMS-08-2023-0031

Kónya, L. (2006). Exports and Growth: Granger Causality Analysis on OECD Countries with a Panel Data Approach. Economic Modelling, 23. https://doi.org/10.1016/j.econmod.2006.04.008

Kumar, S., Khalfaoui, R., & Tiwari, A. K. (2021). Does geopolitical risk improve the directional predictability from oil to stock returns? Evidence from oil-exporting and oil-importing countries. Resources Policy, 74, 102253. https://doi.org/10.1016/j.resourpol.2021.102253

Lai, F., Wang, F., Li, Y., & Shum, W. Y. (2025). Global geopolitical risk and stock price informativeness. Economic Analysis and Policy, 87, 2279-2297. https://doi.org/10.1016/j.eap.2025.08.010

Li, R., Tang, G. Hong, C., Li, S., Li, B. & Xiang, S. (2024). A study on economic policy uncertainty, geopolitical risk and stock market spillovers in BRICS countries. North American Journal of Economics and Finance, 73, 1-17. https://doi.org/10.1016/j.najef.2024.102189

Lamine, A., & Zribi, S. (2024). Do geopolitical risks affect stock market returns and volatilities: an analysis based on the TVP-VAR model. European Journal of Government and Economics, 13(2), 240-261. https://doi.org/10.17979/ejge.2024.13.2.10168

Ma, F., Lu, F., & Tao, Y. (2022). Geopolitical risk and excess stock returns predictability: New evidence from a century of data. Finance Research Letters, 50, 103211. https://doi.org/10.1016/j.frl.2022.103211

Marangoz, C., Gerekan, B., Yılmaz, E., & Bulut, E. (2025). Disentangling geopolitical risks: A quantile approach to geopolitical risk indices’ impacts on stock markets. Finance Research Letters, 77, 107113. https://doi.org/10.1016/j.frl.2025.107113

Pesaran, M.H. (2004). General diagnostic tests for cross section dependence in panels. Cambridge working papers in economics. Paper no. 0435. https://docs.iza.org/dp1240.pdf

Phillips, P.C., Shi, S., Yu, J., 2015. Testing for multiple bubbles: historical episodes of exuberance and collapse in the S&P 500. Int. Econ. Rev. 56(4), 1043–1078. https://doi.org/10.1111/iere.12132

Prol, J. L. (2025). Taiwan’s stock market resilience to increasing geopolitical risk. Finance Research Letters, 80, 107319. https://doi.org/10.1016/j.frl.2025.107319

Rafi, M. K. H., & Ali, S. R. M. (2024). Geopolitical Risk Factors and Stock Returns: A Global Analysis.Available at SSRN 4882467.

Rafi, M. K. H., & Ali, S. R. M. (2025). Disaggregated geopolitical risks and global stock returns. Global Finance Journal, 101151. http://dx.doi.org/10.2139/ssrn.5403902

Raheem, I. D., & le Roux, S. (2023). Geopolitical risks and tourism stocks: New evidence from causality-in-quantile approach. The Quarterly Review of Economics and Finance, 88, 1-7. https://doi.org/10.1016/j.qref.2023.01.002

Rahman, S. U., Faisal, F., Ali, A., Mansor, N. N. A., Haq, Z. U., Sulimany, H. G. H., & Ramakrishnan, S. (2024). Assessing Country Risk in the Stock Market and Economic Growth Nexus: Fresh Insights from Bootstrap Panel Causality. The Quarterly Review of Economics and Finance, 94, 294-302. https://doi.org/10.1016/j.qref.2024.02.005

Rahman, M. M., Nepal, R., & Alam, K. (2021). Impacts of human capital, exports, economic growth and energy consumption on CO2 emissions of a cross-sectionally dependent panel: Evidence from the newly industrialized countries (NICs). Environmental Science & Policy, 121, 24-36. https://doi.org/10.1016/j.envsci.2021.03.017

Raina, B. & Bardhan, S. (2025). Dynamic Interactions of Geopolitical Risk, Economic Policy Uncertainty and Market Volatility with Stock and Commodity Markets: Evidence from India, International Economic Journal, 1-36. https://doi.org/10.1080/10168737.2025.2561629

Salisu, A. A., Lasisi, L., & Tchankam, J. P. (2022). Historical geopolitical risk and the behaviour of stock returns in advanced economies. The European Journal of Finance, 28(9), 889-906. https://doi.org/10.1080/1351847X.2021.1968467

SenGupta, S., & Debnath, M. (2025). Geopolitical Risk and the Indian Stock Market. Available at SSRN 5224456. http://dx.doi.org/10.2139/ssrn.5224456

Sheng, J., Sun, Z. & Wang, Q. (2025). Geopolitical Risk and Stock Returns. Available at SSRN 5207012. http://dx.doi.org/10.2139/ssrn.5207012

Sohag, K., Vasilyeva, R., Urazbaeva, A., & Voytenkov, V. (2022). Stock market synchronization: The role of geopolitical risk. Journal of Risk and Financial Management, 15(5), 204. https://doi.org/10.3390/jrfm15050204

Smales, L. A. (2021). Geopolitical risk and volatility spillovers in oil and stock markets. The Quarterly Review of Economics and Finance, 80, 358-366, https://doi.org/10.1016/j.qref.2021.03.008.

Şahin, E. E., & Arslan, H. (2021). An analysis of the effects of geopolitical risks on stock returns and exchange rates using a nonparametric method. Muhasebe ve Finansman Dergisi, 89(89), 237-250.

Tang CF (2008) A re-examination of the role of FDI and exports in Malaysia’s economic growth: a time series analysis, 1970-2006. Int J Manag Stud, 15, 47–67. https://mpra.ub.uni-muenchen.de/id/eprint/38536

Wang, D., Li, K., & Shen, X. (2025). Fear of war: Geopolitical risks and the potential impact on local government bonds, stock market and FDI in China. Economics Letters, 251, 112329. https://doi.org/10.1016/j.econlet.2025.112329

Yang, M., Zhang, Q., Yi, A., & Peng, P. (2021). Geopolitical risk and stock market volatility in emerging economies: Evidence from GARCH‐MIDAS model. Discrete Dynamics in Nature and Society, 2021(1), 1159358. https://doi.org/10.1155/2021/1159358

Yilanci, V., & Aydin, M. (2017). Oil prices and stock prices: An asymmetric panel causality approach. J Appl Res Finance Econ, 2(4), 9-19.

Yilanci, V., & Kilci, E. N. (2021). The role of economic policy uncertainty and geopolitical risk in predicting prices of precious metals: evidence from a time-varying bootstrap causality test. Resources Policy, 72, 102039. https://doi.org/10.1016/j.resourpol.2021.102039

Yilanci, V., & Ozgur, O. (2019). Testing the environmental Kuznets curve for G7 countries: evidence from a bootstrap panel causality test in rolling windows. Environmental science and pollution research, 26, 24795-24805. https://doi.org/10.1007/s11356-019-05745-3

Yilmazkuday, H. (2024). Geopolitical risk and stock prices. European Journal of Political Economy, 83, 102553. https://doi.org/10.1016/j.ejpoleco.2024.102553

Zaremba, A., Cakici, N., Demir, E., & Long, H. (2022). When bad news is good news: Geopolitical risk and the cross-section of emerging market stock returns. Journal of Financial Stability, 58, 100964. https://doi.org/10.1016/j.jfs.2021.100964

Zellner A (1962) An efficient method of estimating seemingly unrelated regressions and tests for aggregation bias. J Am Stat Assoc 57(298), 348–368. https://doi.org/10.2307/2281644

Zhang, Y., He, J., He, M., & Li, S. (2023). Geopolitical risk and stock market volatility: A global perspective. Finance Research Letters, 53, 103620, https://doi.org/10.1016/j.frl.2022.103620.

Zhang, Y. Zhang, Y., Ren, X. and Jin, M. (2024). Geopolitical risk exposure and stock returns: Evidence from China. Finance Research Letters, 64, https://doi.org/10.1016/j.frl.2024.105479.

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22.09.2026

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AVCI, P., ÇINAR, U., & ER, E. E. (2026). The Effects of Positive and Negative Shocks in Country-Specific Geopolitical Risk On The Stock Market: Evidence From Asymetric Causality Analysis For BRICS-T Countries. Third Sector Social Economic Review, 61(3), 3098-3120. https://doi.org/10.63556/tisej.2026.1755