A Study on the Dynamic Impact of Trade Policy Uncertainty on China's Financial Markets — An Empirical Analysis Based on Multiple Breakpoint VAR Models

Author

Zihan Gao * 1

1 Longjiang Bank

Corresponding Author

Zihan Gao

Keywords

trade policy uncertainty, financial market, vector autoregression, multiple breaks, impulse response

Abstract

Based on monthly data spanning June 2015 to June 2025, this paper constructs a VAR model that includes the stock market (SSE Composite Index return), foreign exchange market (RMB exchange rate movement), trade policy uncertainty (TPU), U.S. Federal Funds Rate and China's GDP growth rate to systematically examine the dynamic impact of trade policy uncertainty on China's financial market in the context of the U.S.-China trade friction mechanism. The study employs multiple breakpoint analyses (signing of the first-stage agreement in January 2020) and robustness tests and synthesizes the Granger causality test, impulse response analysis and variance decomposition. Research reveals that TPU serves as a Granger cause in China's financial markets. Its shocks exert a significant negative impact on the stock market, manifesting as "short-term amplification and long-term convergence" following escalations in trade friction. TPU's explanatory power over financial market volatility increases with friction intensification (boosting stock market volatility by approximately 8% on average and contributing up to 12% to exchange rate fluctuations). Notably, the transmission mechanism shows pronounced phase heterogeneity.

Citation

Zihan Gao. A Study on the Dynamic Impact of Trade Policy Uncertainty on China's Financial Markets — An Empirical Analysis Based on Multiple Breakpoint VAR Models. AEMPS (2026) Vol. 264: 28-35. DOI: 10.54254/2754-1169/2026.BJ32218.

References

[1]: Caldara, D., Iacoviello, M., Molligo, P., Prestipino, A., & Raffo, A. (2019). The economic effects of trade policy uncertainty [International Finance Discussion Papers]. International Finance Discussion Papers, 2019.0(1256), 1–49. https: //doi.org/10.17016/ifdp.2019.1256

[2]: Riaz, A., Ullah, A., & Xingong, L. (2024). Does trade policy uncertainty in china and USA matter for key financial markets? Economic Change and Restructuring, 57(2). https: //doi.org/10.1007/s10644-024-09613-0

[3]: Wang, H., Shen, H., Tang, X., Wu, Z., & Ma, S. (2021). Trade policy uncertainty and firm risk taking. Economic Analysis and Policy, 70, 351–364. https: //doi.org/10.1016/j.eap.2021.03.007

[4]: Amiti, M., Redding, S. J., & Weinstein, D. E. (2019). The impact of the 2018 tariffs on prices and welfare. Journal of Economic Perspectives, 33(4), 187–210. https: //doi.org/10.1257/jep.33.4.187

[5]: Handley, K., Kamal, F., & Monarch, R. (2025). Rising import tariffs, falling exports: When modern supply chains meet old-style protectionism. American Economic Journal: Applied Economics, 17(1), 208–238. https: //doi.org/10.1257/app.20210051

[6]: Jiao, Y., Liu, Z., Tian, Z., & Wang, X. (2024). The impacts of the u.s. Trade war on chinese exporters. Review of Economics and Statistics, 106(6), 1576–1587. https: //doi.org/10.1162/rest_a_01229

[7]: Fajgelbaum, P. D., Goldberg, P. K., Kennedy, P. J., & Khandelwal, A. K. (2019). The return to protectionism. Journal of Political Economy.

[8]: Si, D.-K., Zhuang, J., Ge, X., & Yu, Y. (2024). The nexus between trade policy uncertainty and corporate financialization: Evidence from china. China Economic Review, 84, 102113. https: //doi.org/10.1016/j.chieco.2024.102113

[9]: Liu, C., Masron, T. A., & Huo, H. (2025). Trade policy uncertainty and stock price crash risk in china: The moderating role of marketization and digital transformation. PLOS One, 20(12), e0338820. https: //doi.org/10.1371/journal.pone.0338820

[10]: Bianconi, M., Esposito, F., & Sammon, M. (2019). Trade policy uncertainty and stock returns. SSRN Electronic Journal. https: //doi.org/10.2139/ssrn.3340700

[11]: Bissoondoyal-Bheenick, E., Do, H., Hu, X., & Zhong, A. (2022). Sentiment and stock market connectedness: Evidence from the u.s. - china trade war. International Review of Financial Analysis, 80, 102031. https: //doi.org/10.1016/j.irfa.2022.102031

[12]: Younis, I., Gupta, H., Shah, W. U., Sharif, A., & Tang, X. (2024). The effects of economic uncertainty and trade policy uncertainty on industry-specific stock markets equity. Computational Economics, 64(5), 2909–2933. https: //doi.org/10.1007/s10614-024-10552-1

[13]: Huang, Y., & Luk, P. (2020). Measuring economic policy uncertainty in china. China Economic Review, 59, 101367. https: //doi.org/10.1016/j.chieco.2019.101367

[14]: Wei, S.-Y., Jiang, K.-L., & Zhou, W.-X. (2024). Uncertainty and financial market resilience: Evidence from china. arXiv. https: //doi.org/10.48550/ARXIV.2409.18422

[15]: Shi, Y., Wang, L., & Ke, J. (2021). Does the US-china trade war affect co-movements between US and chinese stock markets? Research in International Business and Finance, 58, 101477. https: //doi.org/10.1016/j.ribaf.2021.101477

[16]: Jiang, L., Lu, Y., Song, H., & Zhang, G. (2023). Responses of exporters to trade protectionism: Inferences from the US-china trade war. Journal of International Economics, 140, 103687. https: //doi.org/10.1016/j.jinteco.2022.103687

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