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Economic Policy Uncertainty and Stock Market Co-Movements in BRIC Countries: Evidence from Wavelet Coherence and Rolling Bootstrap Granger Causality

Author

Listed:
  • Houssem Ben-Ammar

    (University of Sousse, Faculty of Economic Sciences and Management, Tunisia
    Research Laboratory for Economy, Management and Quantitative Finance (LaREMFiQ), IHEC – University of Sousse, Tunisia)

  • Riadh El Abed

    (University of Tunis El Manar, Faculty of Economic Sciences and Management, Tunisia
    Laboratoire d’Economie du développement durable, des ressources naturelles et d’agriculture (LEDDRNA), FSEGT, Tunisia)

Abstract

[Purpose] The relationship between economic policy uncertainty (EPU) and stock returns in the BRIC countries (Brazil, Russia, India, and China) is examined by analyzing both static and dynamic interactions across different time horizons, with particular attention to major global crises. [Design/methodology/approach] Monthly data from 2004 to 2022 are used, and wavelet coherence analysis is applied together with bootstrap rolling-window and full-sample Granger causality tests to assess the dynamic and causal links between EPU and stock returns. [Findings] The results show unidirectional causality from EPU to stock returns in Brazil, Russia, and India. In these countries, higher policy uncertainty reduces stock returns, while no significant causal relationship is found for China. Wavelet coherence results reveal strong short-term co-movements during crisis periods, medium-term synchronization in India and Russia, and persistent long-term correlations in China. The findings highlight the time-varying nature of the EPU–return relationship and its sensitivity to global shocks and institutional conditions. [Originality/value] By integrating wavelet coherence with bootstrap rolling-window Granger causality, the study provides a multi-scale and dynamic framework for analyzing the EPU–stock return nexus in BRIC economies, offering useful insights for portfolio management, risk assessment, and decision-making in the field of Decision Sciences.

Suggested Citation

  • Houssem Ben-Ammar & Riadh El Abed, 2026. "Economic Policy Uncertainty and Stock Market Co-Movements in BRIC Countries: Evidence from Wavelet Coherence and Rolling Bootstrap Granger Causality," Advances in Decision Sciences, Asia University, Taiwan, vol. 30(1), pages 103-135, March.
  • Handle: RePEc:aag:wpaper:v:30:y:2026:i:1:p:103-135
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    References listed on IDEAS

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    1. Hansen, Bruce E, 2002. "Tests for Parameter Instability in Regressions with I(1) Processes," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 45-59, January.
    2. Wing-Keung Wong & Mu Yue, 2024. "Could Regressing a Stationary Series on a Non-Stationary Series Obtain Meaningful Outcomes?," Annals of Financial Economics (AFE), World Scientific Publishing Co. Pte. Ltd., vol. 19(03), pages 1-16, September.
    3. Robert Engle & Clive Granger, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    4. Ian Dew-Becker & Stefano Giglio, 2016. "Asset Pricing in the Frequency Domain: Theory and Empirics," The Review of Financial Studies, Society for Financial Studies, vol. 29(8), pages 2029-2068.
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    JEL classification:

    • F21 - International Economics - - International Factor Movements and International Business - - - International Investment; Long-Term Capital Movements
    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes

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