IDEAS home Printed from https://ideas.repec.org/a/aag/wpaper/v30y2026i1p72-102.html

Quantifying the Spillover Effect of U.S. Trade Policy Uncertainty on Economic Growth of BRICS: A Panel Data Investigation

Author

Listed:
  • Mustafa Ahmed Hamed Mansour

    (Department of Business Administration, College of Business Administration Hotat Bani Tamim, Prince Sattam bin Abdulaziz University)

  • Salem Hamad Aldawsari

    (Department of Finance, College of Business Administration Hotat Bani Tamim, Prince Sattam bin Abdulaziz University)

Abstract

[Purpose] Amid escalating geopolitical risks and rising global uncertainty, fluctuations in trade policy have emerged as powerful forces shaping macroeconomic outcomes. Against this backdrop, the present study evaluates the impact of U.S. trade policy uncertainty (TPU) on the economic growth (ECG) of BRICS economies over the period 1985–2023. [Design/methodology/approach] To ensure methodological robustness and reliable inference, the study employs advanced panel econometric techniques, including the Cross-Sectional Autoregressive Distributed Lag (CS-ARDL) model, Fully Modified Ordinary Least Squares (FMOLS), and the two-step System Generalized Method of Moments (GMM). These approaches address issues of cross-sectional dependence, endogeneity, and heterogeneity across BRICS economies. [Findings] Empirical results reveal a statistically significant negative relationship between U.S. TPU and both GDP per capita growth and GNI per capita growth in BRICS economies. Heightened trade policy uncertainty amplifies investor risk perceptions, delays investment decisions, and contracts capital inflows. Furthermore, TPU disrupts trade planning, increases transaction costs, and weakens export performance, particularly for economies reliant on external demand. These outcomes underscore the need for adaptive and resilient domestic economic policies to mitigate the spillover effects of global uncertainty. [Research limitations/implications] The analysis is constrained by the availability of long-term comparable data for all BRICS members and focuses solely on the effects of U.S. trade policy uncertainty. Future research could incorporate regional trade uncertainties or domestic policy volatility to broaden the understanding of cross-country resilience mechanisms. [Practical implications] The findings provide actionable insights for policymakers in emerging markets. Strengthening domestic institutions, diversifying trade partnerships, and building flexible policy frameworks can help minimize the adverse effects of global trade policy shocks. Additionally, coordination among BRICS members can enhance collective stability amid evolving global trade tensions. [Originality/value] This study is original in empirically validating Real Options Theory within a cross-country trade uncertainty framework, highlighting how global policy ambiguity drives cautious investment behavior and delayed economic activity. Unlike prior studies that focus on single-country or regional contexts, this research uniquely examines the long-term macroeconomic consequences of U.S. trade policy uncertainty on the BRICS bloc, using comprehensive and robust econometric techniques.

Suggested Citation

  • Mustafa Ahmed Hamed Mansour & Salem Hamad Aldawsari, 2026. "Quantifying the Spillover Effect of U.S. Trade Policy Uncertainty on Economic Growth of BRICS: A Panel Data Investigation," Advances in Decision Sciences, Asia University, Taiwan, vol. 30(1), pages 72-102, March.
  • Handle: RePEc:aag:wpaper:v:30:y:2026:i:1:p:72-102
    as

    Download full text from publisher

    File URL: https://iads.site/quantifying-the-spillover-effect-of-u-s-trade-policy-uncertainty-on-economic-growth-of-brics-a-panel-data-investigation/
    Download Restriction: no

    File URL: https://iads.site/wp-content/uploads/2026/01/Quantifying-the-Spillover-Effect-of-U.S.-Trade-Policy-Uncertainty-on-Economic-Growth-of-BRICS-A-Panel-Data-Investigation.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Sabina Akhter & M. Afzal Mir, 2025. "Trade composition and economic growth: evidence from Central Asian countries," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 15(3), pages 537-570, September.
    2. Osei, Michael J. & Kim, Jaebeom, 2020. "Foreign direct investment and economic growth: Is more financial development better?," Economic Modelling, Elsevier, vol. 93(C), pages 154-161.
    3. ., 2020. "Foreign Direct Investment," Chapters, in: Introduction to International Business Transactions, chapter 7, pages 507-600, Edward Elgar Publishing.
    4. My-Linh Thi Nguyen, 2022. "Foreign direct investment and economic growth: The role of financial development," Cogent Business & Management, Taylor & Francis Journals, vol. 9(1), pages 2127193-212, December.
    5. Freund, Caroline & Mattoo, Aaditya & Mulabdic, Alen & Ruta, Michele, 2024. "Is US trade policy reshaping global supply chains?," Journal of International Economics, Elsevier, vol. 152(C).
    6. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    7. Tom Chodor, 2019. "The rise and fall and rise of the trans-pacific partnership: 21st century trade politics through a new constitutionalist lens," Review of International Political Economy, Taylor & Francis Journals, vol. 26(2), pages 232-255, March.
    8. repec:osf:osfxxx:ptsae_v1 is not listed on IDEAS
    9. Jianchun Fang & Giray Gozgor & Chi Keung Marco Lau & Neelu Seetaram, 2022. "Does policy uncertainty affect economic globalization? An empirical investigation," Applied Economics, Taylor & Francis Journals, vol. 54(22), pages 2510-2528, May.
    10. repec:osf:osfxxx:ajsxz_v1 is not listed on IDEAS
    11. Gibogwe, Vincent & Nigo, Ayine R.S. & Kufuor, Karen, 2022. "Foreign direct investment and economic growth in Tanzania," MPRA Paper 115028, University Library of Munich, Germany, revised 20 Oct 2022.
    12. Tarek A Hassan & Stephan Hollander & Laurence van Lent & Ahmed Tahoun, 2019. "Firm-Level Political Risk: Measurement and Effects," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(4), pages 2135-2202.
    13. ., 2020. "Foreign direct investment and transnational corporations," Chapters, in: Evolutionary Spatial Economics, chapter 22, pages 462-496, Edward Elgar Publishing.
    14. , Melvina, 2022. "Relationship Between Foreign Direct Investment Growth and Economic Growth in 2009-2020," OSF Preprints ptsae, Center for Open Science.
    15. Caldara, Dario & Iacoviello, Matteo & Molligo, Patrick & Prestipino, Andrea & Raffo, Andrea, 2020. "The economic effects of trade policy uncertainty," Journal of Monetary Economics, Elsevier, vol. 109(C), pages 38-59.
    16. Neuenkirch, Matthias & Neumeier, Florian, 2015. "The impact of UN and US economic sanctions on GDP growth," European Journal of Political Economy, Elsevier, vol. 40(PA), pages 110-125.
    17. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    18. Brian Nolan & Max Roser & Stefan Thewissen, 2019. "GDP Per Capita Versus Median Household Income: What Gives Rise to the Divergence Over Time and how does this Vary Across OECD Countries?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 65(3), pages 465-494, September.
    19. Sun, Ting-Ting & Su, Chi-Wei & Mirza, Nawazish & Umar, Muhammad, 2021. "How does trade policy uncertainty affect agriculture commodity prices?," Pacific-Basin Finance Journal, Elsevier, vol. 66(C).
    20. Sangyup Choi & Davide Furceri & Chansik Yoon, 2021. "Policy uncertainty and foreign direct investment," Review of International Economics, Wiley Blackwell, vol. 29(2), pages 195-227, May.
    21. Nuno Limão & Giovanni Maggi, 2018. "Uncertainty and Trade Agreements," World Scientific Book Chapters, in: Policy Externalities and International Trade Agreements, chapter 3, pages 47-88, World Scientific Publishing Co. Pte. Ltd..
    22. Avinash K. Dixit & Robert S. Pindyck, 1994. "Investment under Uncertainty," Economics Books, Princeton University Press, edition 1, number 5474, December.
    23. Dani Rodrik, 1992. "The Limits of Trade Policy Reform in Developing Countries," Journal of Economic Perspectives, American Economic Association, vol. 6(1), pages 87-105, Winter.
    24. Woen, Esperansya Desmonda & Patricia, Ivonne & , Melvina, 2022. "Relationship Between Foreign Direct Investment Growth and Economic Growth in 2009-2020," OSF Preprints ajsxz, Center for Open Science.
    25. Chudik, Alexander & Pesaran, M. Hashem, 2015. "Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors," Journal of Econometrics, Elsevier, vol. 188(2), pages 393-420.
    26. Peter C. B. Phillips & Bruce E. Hansen, 1990. "Statistical Inference in Instrumental Variables Regression with I(1) Processes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 57(1), pages 99-125.
    27. repec:osf:osfxxx:bfpqk_v1 is not listed on IDEAS
    28. Anh-Tu Nguyen & Sajid Anwar & W. Robert J. Alexander & Shih-Hao Lu, 2022. "Openness to trade, foreign direct investment, and economic growth in Vietnam," Applied Economics, Taylor & Francis Journals, vol. 54(29), pages 3373-3391, June.
    29. Pushan Dutt & Devashish Mitra, 2016. "Endogenous trade policy through majority voting: an empirical investigation," World Scientific Book Chapters, in: The Political Economy of Trade Policy Theory, Evidence and Applications, chapter 4, pages 67-93, World Scientific Publishing Co. Pte. Ltd..
    30. Krasner, Stephen D., 1977. "US commercial and monetary policy: unravelling the paradox of external strength and internal weakness," International Organization, Cambridge University Press, vol. 31(4), pages 635-671, October.
    31. Pui Sun Tam, 2018. "Global trade flows and economic policy uncertainty," Applied Economics, Taylor & Francis Journals, vol. 50(34-35), pages 3718-3734, July.
    32. Xue Tan & Zhixuan Shen & Xi Wen, 2025. "Pivoting to Avoid Pitfalls: Trade Policy Uncertainty and Corporate ESG Performance," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 30(4), pages 4305-4327, October.
    33. Toru Kobayakawa, 2022. "The carbon footprint of capital formation: An empirical analysis on its relationship with a country's income growth," Journal of Industrial Ecology, Yale University, vol. 26(2), pages 522-535, April.
    34. Wang, Canghong & Zheng, Chaoliang & Hu, Caishuang & Luo, Yibin & Liang, Miya, 2023. "Resources sustainability and energy transition in China: Asymmetric role of digital trade and policy uncertainty using QARDL," Resources Policy, Elsevier, vol. 85(PB).
    35. Godwin Olasehinde-Williams, 2021. "Is US trade policy uncertainty powerful enough to predict global output volatility?," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 30(1), pages 138-154, January.
    36. , Melvina, 2022. "Relationship Between Foreign Direct Investment Growth and Economic Growth in 2009-2020," OSF Preprints bfpqk, Center for Open Science.
    37. Jesús Fernández-Villaverde & Pablo Guerrón-Quintana & Keith Kuester & Juan Rubio-Ramírez, 2015. "Fiscal Volatility Shocks and Economic Activity," American Economic Review, American Economic Association, vol. 105(11), pages 3352-3384, November.
    38. He, Ye & Hu, Weiping & Li, Kunwang & Zhang, Xiao, 2022. "Can real options explain the impact of uncertainty on Chinese corporate investment?," Economic Modelling, Elsevier, vol. 115(C).
    39. Li, Mengzhe & Lin, Qianru & Lan, Fei & Zhan, Zhimin & He, Zhongshi, 2023. "Trade policy uncertainty and financial investment: Evidence from Chinese energy firms," Energy Economics, Elsevier, vol. 117(C).
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Quader, Syed Manzur, 2023. "The interplay between uncertainty, managerial decision making, and firm value: Evidence from Bangladesh," Journal of Economics and Business, Elsevier, vol. 123(C).
    2. Gnangnon, Sèna Kimm, 2023. "Duration of membership in the world trade organization and investment-oriented remittances inflows," The Quarterly Review of Economics and Finance, Elsevier, vol. 88(C), pages 258-277.
    3. Gnangnon, Sèna Kimm, 2022. "Duration of WTO Membership and Investment-Oriented Remittances Flows," EconStor Preprints 251274, ZBW - Leibniz Information Centre for Economics.
    4. Tarik Dogru & Umit Bulut & Ercan Sirakaya-Turk, 2021. "Modeling tourism demand: Theoretical and empirical considerations for future research," Tourism Economics, , vol. 27(4), pages 874-889, June.
    5. Tarek A. Hassan & Stephan Hollander & Laurence Van Lent & Ahmed Tahoun, 2024. "The Global Impact of Brexit Uncertainty," Journal of Finance, American Finance Association, vol. 79(1), pages 413-458, February.
    6. Tarek Alexander Hassan & Stephan Hollander & Laurence van Lent & Ahmed Tahoun, 2020. "The Global Impact of Brexit Uncertainty," Boston University - Department of Economics - The Institute for Economic Development Working Papers Series dp-332, Boston University - Department of Economics.
    7. Kang, Wensheng & Lee, Kiseok & Ratti, Ronald A., 2014. "Economic policy uncertainty and firm-level investment," Journal of Macroeconomics, Elsevier, vol. 39(PA), pages 42-53.
    8. Bouzayani Rajab & Abida Zouheir, 2024. "Complementarity Relationship Between Foreign Direct Investment, Human Capital Threshold and Economic Growth: State of the 15 Least Developed African Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(2), pages 7216-7236, June.
    9. Sevcan Yesiltas, 2009. "Financing Constraints and Investment: The Case of Turkish Manufacturing Firms," 2009 Meeting Papers 874, Society for Economic Dynamics.
    10. Theodoros Christoforidis & Constantinos Katrakilidis, 2026. "Assessing the Impacts of Economic Complexity and Economic Freedom on the Energy-Induced Environmental Performance: New Evidence from a Panel of EU Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 17(1), pages 587-622, February.
    11. Mizanur Rahman, 2009. "The Impact of Real Exchange Rate Flexibility on East Asian Exports," The World Economy, Wiley Blackwell, vol. 32(7), pages 1075-1090, July.
    12. Muhammad Dawood & Zhao Rui Feng & Muhammad Ilyas & Ghulam Abbas, 2024. "External Debt, Transmission Channels, and Economic Growth: Evidence of Debt Overhang and Crowding-Out Effect," SAGE Open, , vol. 14(3), pages 21582440241, July.
    13. Abdul-Haque & Shaoping, Wang, 2008. "Uncertainty and investment evidence from a panel of Chinese firms," Structural Change and Economic Dynamics, Elsevier, vol. 19(3), pages 237-248, September.
    14. Fatma Tasdemir, 2023. "Do Capital Flows Cause (De)-Industrialization?," Working Papers 1693, Economic Research Forum, revised 20 Dec 2023.
    15. Nick Bloom & Stephen Bond & John Van Reenen, 2007. "Uncertainty and Investment Dynamics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(2), pages 391-415.
    16. Naima Chrid & Sami Saafi & Mohamed Chakroun, 2021. "Export Upgrading and Economic Growth: a Panel Cointegration and Causality Analysis," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(2), pages 811-841, June.
    17. Anetor, Friday Osemenshan, 2025. "Do greenfield foreign direct investments contribute to poverty reduction and economic growth in Africa?," Journal of Policy Modeling, Elsevier, vol. 47(3), pages 633-644.
    18. Liesbeth Colen & Damiaan Persyn & Andrea Guariso, 2014. "What type of FDI is attracted by bilateral investment treaties?," LICOS Discussion Papers 34614, LICOS - Centre for Institutions and Economic Performance, KU Leuven.
    19. Balcilar, Mehmet & Roubaud, David & Uzuner, Gizem & Wohar, Mark E., 2021. "Housing sector and economic policy uncertainty: A GMM panel VAR approach," International Review of Economics & Finance, Elsevier, vol. 76(C), pages 114-126.
    20. Hjalmar Böhm & Michael Funke & Nikolaus A. Siegfried, 1999. "Discovering the Link between Uncertainty and Investment - Microeconometric Evidence from Germany," Quantitative Macroeconomics Working Papers 19906, Hamburg University, Department of Economics.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    JEL classification:

    • F13 - International Economics - - Trade - - - Trade Policy; International Trade Organizations
    • F21 - International Economics - - International Factor Movements and International Business - - - International Investment; Long-Term Capital Movements
    • F43 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Economic Growth of Open Economies

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:aag:wpaper:v:30:y:2026:i:1:p:72-102. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Vincent Pan (email available below). General contact details of provider: https://edirc.repec.org/data/dfasitw.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.