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The Spillover Effects of Chinese Shocks on the Belt and Road Initiative Economies: New Evidence Using Panel Vector Autoregression

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  • Sin Yee Lee

    (Faculty of Economics and Management, Universiti Kebangsaan Malaysia, Bangi 43600, Malaysia
    Faculty of Accountancy and Management (FAM), Universiti Tunku Abdul Rahman (UTAR), Bandar Sungai Long, Kajang 43000, Malaysia)

  • Zulkefly Abdul Karim

    (Faculty of Economics and Management, Universiti Kebangsaan Malaysia, Bangi 43600, Malaysia)

  • Norlin Khalid

    (Faculty of Economics and Management, Universiti Kebangsaan Malaysia, Bangi 43600, Malaysia)

  • Mohd Azlan Shah Zaidi

    (Faculty of Economics and Management, Universiti Kebangsaan Malaysia, Bangi 43600, Malaysia)

Abstract

This paper investigates the spillover effects of Chinese real and monetary sector shocks on the Belt Road Initiative (BRI) economies. The study adopted a panel vector autoregression (PVAR) estimation technique to analyse the dynamic propagation of Chinese shocks in the real sector (gross domestic product (GDP) and trade openness (OPEN)) and monetary sector (nominal interest rate (NIR)) for a sample of 50 BRI countries from 2000 to 2017. The main results revealed that Chinese income shocks positively spill over to all macroeconomic variables except BRI countries’ consumer price index (CPI). However, the Chinese trade openness shock only has a temporary positive spillover to BRI international trade and a temporary negative spillover on its monetary policy. In addition, the Chinese monetary policy shock has a negative spillover on GDP and a positive spillover on CPI in BRI economies. Chinese shocks, however, do not constitute a significant source of variation in any interest variable. As explained by the Chinese income shock, the BRI interest rate is the highest percentage of variable variation accumulated over time. Further, the highest variation of Chinese trade shock is BRI trade openness, and lastly, the highest variation of Chinese interest rate shock is CPI in BRI economies. The beggar-thy-neighbour effect may dominate the positive trade effect and is a negative impact of the Chinese shocks. Hence, BRI economies should alleviate the adverse shocks since the upcoming rapid growth from the Chinese has disturbed the BRI economies. Our results reveal the importance of Chinese development on BRI partners’ economies and the significance of Chinese shocks in real and monetary sectors in assisting policymakers in designing international and monetary policy for BRI economies.

Suggested Citation

  • Sin Yee Lee & Zulkefly Abdul Karim & Norlin Khalid & Mohd Azlan Shah Zaidi, 2022. "The Spillover Effects of Chinese Shocks on the Belt and Road Initiative Economies: New Evidence Using Panel Vector Autoregression," Mathematics, MDPI, vol. 10(14), pages 1-18, July.
    • Handle: RePEc:gam:jmathe:v:10:y:2022:i:14:p:2414-:d:859999
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    1. Vasco M Carvalho & Makoto Nirei & Yukiko U Saito & Alireza Tahbaz-Salehi, 2021. "Supply Chain Disruptions: Evidence from the Great East Japan Earthquake," The Quarterly Journal of Economics, Oxford University Press, vol. 136(2), pages 1255-1321.
    2. Tamim Bayoumi & Andrew Swiston, 2009. "Foreign Entanglements: Estimating the Source and Size of Spillovers Across Industrial Countries," IMF Staff Papers, Palgrave Macmillan, vol. 56(2), pages 353-383, June.
    3. Caggiano, Giovanni & Castelnuovo, Efrem & Groshenny, Nicolas, 2014. "Uncertainty shocks and unemployment dynamics in U.S. recessions," Journal of Monetary Economics, Elsevier, vol. 67(C), pages 78-92.
    4. Cashin, Paul & Mohaddes, Kamiar & Raissi, Mehdi, 2017. "China's slowdown and global financial market volatility: Is world growth losing out?," Emerging Markets Review, Elsevier, vol. 31(C), pages 164-175.
    5. Allan Dizioli & Mr. Jaime Guajardo & Mr. Vladimir Klyuev & Rui Mano & Mr. Mehdi Raissi, 2016. "Spillovers from China’s Growth Slowdown and Rebalancing to the ASEAN-5 Economies," IMF Working Papers 2016/170, International Monetary Fund.
    6. Mandel, Antoine & Veetil, Vipin P., 2021. "Monetary dynamics in a network economy," Journal of Economic Dynamics and Control, Elsevier, vol. 125(C).
    7. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    8. Furceri, Davide & Loungani, Prakash & Zdzienicka, Aleksandra, 2018. "The effects of monetary policy shocks on inequality," Journal of International Money and Finance, Elsevier, vol. 85(C), pages 168-186.
    9. YUAN, Chunming & CHEN, Ruo, 2015. "Policy transmissions, external imbalances, and their impacts: Cross-country evidence from BRICS," China Economic Review, Elsevier, vol. 33(C), pages 1-24.
    10. Kyle Jurado & Sydney C. Ludvigson & Serena Ng, 2015. "Measuring Uncertainty," American Economic Review, American Economic Association, vol. 105(3), pages 1177-1216, March.
    11. Lahiri, Kajal & Zhao, Yongchen, 2019. "International propagation of shocks: A dynamic factor model using survey forecasts," International Journal of Forecasting, Elsevier, vol. 35(3), pages 929-947.
    12. Coibion, Olivier & Gorodnichenko, Yuriy & Kueng, Lorenz & Silvia, John, 2017. "Innocent Bystanders? Monetary policy and inequality," Journal of Monetary Economics, Elsevier, vol. 88(C), pages 70-89.
    13. Andrews, Donald W. K. & Lu, Biao, 2001. "Consistent model and moment selection procedures for GMM estimation with application to dynamic panel data models," Journal of Econometrics, Elsevier, vol. 101(1), pages 123-164, March.
    14. Iapadre, P. Lelio & Tajoli, Lucia, 2014. "Emerging countries and trade regionalization. A network analysis," Journal of Policy Modeling, Elsevier, vol. 36(S1), pages 89-110.
    15. Ebenezer Bugri Anarfo & Joshua Yindenaba Abor & Kofi Achampong Osei & Agyapomaa Gyeke-Dako, 2019. "Monetary Policy and Financial Inclusion in Sub-Sahara Africa: A Panel VAR Approach," Journal of African Business, Taylor & Francis Journals, vol. 20(4), pages 549-572, October.
    16. Philippa Dee, 2007. "East Asian Economic Integration and its Impact on Future Growth," The World Economy, Wiley Blackwell, vol. 30(3), pages 405-423, March.
    17. Polemis, Michael L., 2017. "Capturing the impact of shocks on the electricity sector performance in the OECD," Energy Economics, Elsevier, vol. 66(C), pages 99-107.
    18. Nicholas Bloom, 2009. "The Impact of Uncertainty Shocks," Econometrica, Econometric Society, vol. 77(3), pages 623-685, May.
    19. Blagrave, Patrick & Vesperoni, Esteban, 2018. "The implications of China’s slowdown for international trade," Journal of Asian Economics, Elsevier, vol. 56(C), pages 36-47.
    20. Wanbo Lu & Yuxuan Gao & Xiaoyi Huang, 2019. "Volatility Spillovers of Stock Markets between China and the Countries along the Belt and Road," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 55(14), pages 3311-3331, November.
    21. Love, Inessa & Zicchino, Lea, 2006. "Financial development and dynamic investment behavior: Evidence from panel VAR," The Quarterly Review of Economics and Finance, Elsevier, vol. 46(2), pages 190-210, May.
    22. Zhenshan Yang & Xunhaoyue Zeng, 2019. "Envisioning the Impact of the Belt and Road Initiative on Regional Labor Markets," Sustainability, MDPI, vol. 11(8), pages 1-17, April.
    23. Suhaibu, Iddrisu & Harvey, Simon K. & Amidu, Mohammed, 2017. "The impact of monetary policy on stock market performance: Evidence from twelve (12) African countries," Research in International Business and Finance, Elsevier, vol. 42(C), pages 1372-1382.
    24. Jawadi, Fredj & Mallick, Sushanta K. & Sousa, Ricardo M., 2016. "Fiscal and monetary policies in the BRICS: A panel VAR approach," Economic Modelling, Elsevier, vol. 58(C), pages 535-542.
    25. Fontaine, Idriss & Razafindravaosolonirina, Justinien & Didier, Laurent, 2018. "Chinese policy uncertainty shocks and the world macroeconomy: Evidence from STVAR," China Economic Review, Elsevier, vol. 51(C), pages 1-19.
    26. Leduc, Sylvain & Liu, Zheng, 2016. "Uncertainty shocks are aggregate demand shocks," Journal of Monetary Economics, Elsevier, vol. 82(C), pages 20-35.
    27. Nugent, Jeffrey B. & Lu, Jiaxuan, 2021. "China's outward foreign direct investment in the Belt and Road Initiative: What are the motives for Chinese firms to invest?," China Economic Review, Elsevier, vol. 68(C).
    28. Chunjiao Yu & Ren Zhang & Lian An & Zhixing Yu, 2020. "Has China’s Belt and Road Initiative Intensified Bilateral Trade Links between China and the Involved Countries?," Sustainability, MDPI, vol. 12(17), pages 1-19, August.
    29. Rana, Pradumna Bickram & Cheng, Tianyin & Chia, Wai-Mun, 2012. "Trade intensity and business cycle synchronization: East Asia versus Europe," Journal of Asian Economics, Elsevier, vol. 23(6), pages 701-706.
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