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The impact of the global financial cycle on China's cross-border capital flows

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  • An, Hui
  • Huang, Yang
  • Fan, Lifu
  • Wang, Hao
  • He, Xuan

Abstract

From the global financial cycle (GFC) perspective, this paper investigates the influence of global financial co-movement, triggered by changes of monetary policy in core countries, on China's cross-border capital flows. The study first constructs a mechanism framework to understand how the GFC affects cross-border capital flows within the push-pull framework. Using quarterly data from G7 and BRICs countries spanning 2006 to 2023, this paper builds a dynamic factor model based on Rey's classical GFC theoretical framework to measure the GFC and describes its characteristics across five stages, in conjunction with shift of monetary policy in core countries. Then, the analysis applies the MSVAR model to examine the nonlinear impact of the GFC on China's total cross-border capital flows, total capital inflows, and outflows. Furthermore, the study explores the heterogeneity of the impacts on direct investment, portfolio investment, and other investment. The results indicate that changes of monetary policy in core countries contribute to the formation of the GFC. When conventional monetary policy shifts to unconventional policy, the GFC enters an expansion period; conversely, when it reverts to conventional policy, the GFC enters a contraction period. Overall, the GFC positively affects China's total capital flows, with greater impact during expansion periods than contraction periods. The effect on total capital outflow surpasses that on total capital inflows. Furthermore, direct and portfolio investments demonstrate lower sensitivity to the GFC, whereas other investments, primarily consisting of cross-border bank loans, exhibit a pronounced pro-cyclical pattern with the GFC.

Suggested Citation

  • An, Hui & Huang, Yang & Fan, Lifu & Wang, Hao & He, Xuan, 2025. "The impact of the global financial cycle on China's cross-border capital flows," China Economic Review, Elsevier, vol. 91(C).
  • Handle: RePEc:eee:chieco:v:91:y:2025:i:c:s1043951x25000367
    DOI: 10.1016/j.chieco.2025.102378
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    as
    1. Forbes, Kristin J. & Warnock, Francis E., 2012. "Capital flow waves: Surges, stops, flight, and retrenchment," Journal of International Economics, Elsevier, vol. 88(2), pages 235-251.
    2. Lai, Fujun & Xiong, Deping & Zhu, Sha & Li, Yunzhong & Tan, Yanzhi, 2023. "Will geopolitical risks only inhibit corporate investment? Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 82(C).
    3. Eugenio Cerutti & Stijn Claessens & Andrew K. Rose, 2019. "How Important is the Global Financial Cycle? Evidence from Capital Flows," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 67(1), pages 24-60, March.
    4. Mitchell, Mark & Pulvino, Todd, 2012. "Arbitrage crashes and the speed of capital," Journal of Financial Economics, Elsevier, vol. 104(3), pages 469-490.
    5. Evgenia Passari & Hélène Rey, 2015. "Financial Flows and the International Monetary System," Economic Journal, Royal Economic Society, vol. 0(584), pages 675-698, May.
    6. Ha, Jongrim & Kose, M. Ayhan & Otrok, Christopher & Prasad, Eswar S., 2025. "Global macro-financial cycles and spillovers," Journal of Banking & Finance, Elsevier, vol. 178(C).
    7. Claudio Borio, 2014. "The financial cycle and macroeconomics: what have we learned and what are the policy implications?," Chapters, in: Ewald Nowotny & Doris Ritzberger-Grünwald & Peter Backé (ed.), Financial Cycles and the Real Economy, chapter 2, pages 10-35, Edward Elgar Publishing.
    8. Beatrice D. Scheubel & Livio Stracca & Tille Cedric, 2019. "The Global Financial Cycle and Capital Flow Episodes: A Wobbly Link?," CESifo Working Paper Series 7967, CESifo.
    9. Jakob de Haan & Willem van den End & Jon Frost & Christiaan Pattipeilohy & Mostafa Tabbae, 2013. "Unconventional Monetary Policy of the ECB during the Financial Crisis: An Assessment and New Evidence," SUERF 50th Anniversary Volume Chapters, in: Morten Balling & Ernest Gnan (ed.), 50 Years of Money and Finance: Lessons and Challenges, chapter 4, pages 117-156, SUERF - The European Money and Finance Forum.
    10. Dées, Stéphane & Galesi, Alessandro, 2021. "The Global Financial Cycle and US monetary policy in an interconnected world," Journal of International Money and Finance, Elsevier, vol. 115(C).
    11. Gian-Maria Milesi-Ferretti & Cédric Tille, 2011. "The great retrenchment: international capital flows during the global financial crisis [‘The great trade collapse: what caused it and what does it mean?’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 26(66), pages 289-346.
    12. Ethan Ilzetzki & Carmen M Reinhart & Kenneth S Rogoff, 2019. "Exchange Arrangements Entering the Twenty-First Century: Which Anchor will Hold?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(2), pages 599-646.
    13. Erlend Nier & Tahsin Saadi Sedik & Tomas Mondino, 2014. "Gross Private Capital Flows to Emerging Markets: Can the Global Financial Cycle Be Tamed?," IMF Working Papers 2014/196, International Monetary Fund.
    14. Alchian, Armen A & Klein, Benjamin, 1973. "On a Correct Measure of Inflation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 5(1), pages 173-191, Part I Fe.
    15. Chen, Yang & Feng, Yun & Liu, Qing & Zhang, Zhipeng, 2025. "Does benchmark-driven investment amplify the impact of the global financial cycle on emerging markets?," Pacific-Basin Finance Journal, Elsevier, vol. 89(C).
    16. Avdjiev, Stefan & Gambacorta, Leonardo & Goldberg, Linda S. & Schiaffi, Stefano, 2020. "The shifting drivers of global liquidity," Journal of International Economics, Elsevier, vol. 125(C).
    17. Robin Koepke, 2019. "What Drives Capital Flows To Emerging Markets? A Survey Of The Empirical Literature," Journal of Economic Surveys, Wiley Blackwell, vol. 33(2), pages 516-540, April.
    18. Kalemli-Özcan, Sebnem & Servén, Luis & Avdjiev, Stefan & Hardy, Bryan, 2017. "Gross Capital Inflows to Banks, Corporates and Sovereigns," CEPR Discussion Papers 11806, C.E.P.R. Discussion Papers.
    19. Miranda-Agrippino, Silvia & Nenova, Tsvetelina, 2022. "A tale of two global monetary policies," Journal of International Economics, Elsevier, vol. 136(C).
    20. Kimura Takeshi & Small David H., 2006. "Quantitative Monetary Easing and Risk in Financial Asset Markets," The B.E. Journal of Macroeconomics, De Gruyter, vol. 6(1), pages 1-54, March.
    21. Amat Adarov, 2022. "Financial cycles around the world," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(3), pages 3163-3201, July.
    22. Bernanke, Ben & Gertler, Mark & Gilchrist, Simon, 1996. "The Financial Accelerator and the Flight to Quality," The Review of Economics and Statistics, MIT Press, vol. 78(1), pages 1-15, February.
    23. Alberola, Enrique & Erce, Aitor & Serena, José Maria, 2016. "International reserves and gross capital flows dynamics," Journal of International Money and Finance, Elsevier, vol. 60(C), pages 151-171.
    24. Rey, Hélène, 2015. "Dilemma not Trilemma: The Global Financial Cycle and Monetary Policy Independence," CEPR Discussion Papers 10591, C.E.P.R. Discussion Papers.
    25. Òscar Jordà & Moritz Schularick & Alan M. Taylor & Felix Ward, 2019. "Global Financial Cycles and Risk Premiums," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 67(1), pages 109-150, March.
    26. Ambrogio Cesa‐Bianchi & Luis Felipe Cespedes & Alessandro Rebucci, 2015. "Global Liquidity, House Prices, and the Macroeconomy: Evidence from Advanced and Emerging Economies," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 47(S1), pages 301-335, 03.
    27. Gita Gopinath & Jeremy C Stein, 2021. "Banking, Trade, and the Making of a Dominant Currency," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(2), pages 783-830.
    28. repec:oup:ecpoli:v:26:y:2011:i:66:p:285-342 is not listed on IDEAS
    29. J. Scott Davis & Giorgio Valente & Eric van Wincoop, 2019. "Global Capital Flows Cycle: Impact on Gross and Net Flows," NBER Working Papers 25721, National Bureau of Economic Research, Inc.
    30. Marcel Fratzscher & Marco Lo Duca & Roland Straub, 2018. "On the International Spillovers of US Quantitative Easing," Economic Journal, Royal Economic Society, vol. 128(608), pages 330-377, February.
    31. Ambrogio Cesa‐Bianchi & Luis Felipe Cespedes & Alessandro Rebucci, 2015. "Global Liquidity, House Prices, and the Macroeconomy: Evidence from Advanced and Emerging Economies," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 47(S1), pages 301-335, March.
    32. Davis, J. Scott & Van Wincoop, Eric, 2018. "Globalization and the increasing correlation between capital inflows and outflows," Journal of Monetary Economics, Elsevier, vol. 100(C), pages 83-100.
    33. Fratzscher, Marcel, 2012. "Capital flows, push versus pull factors and the global financial crisis," Journal of International Economics, Elsevier, vol. 88(2), pages 341-356.
    34. Jose A. Zabala & Maria A. Prats, 2020. "The unconventional monetary policy of the European Central Bank: Effectiveness and transmission analysis," The World Economy, Wiley Blackwell, vol. 43(3), pages 794-809, March.
    35. Habib, Maurizio Michael & Venditti, Fabrizio, 2019. "The global capital flows cycle: structural drivers and transmission channels," Working Paper Series 2280, European Central Bank.
    36. Dooley, Michael & Fernandez-Arias, Eduardo & Kletzer, Kenneth, 1996. "Is the Debt Crisis History? Recent Private Capital Inflows to Developing Countries," The World Bank Economic Review, World Bank, vol. 10(1), pages 27-50, January.
    37. Lovchikova, Marina & Matschke, Johannes, 2024. "Capital controls and the global financial cycle," European Economic Review, Elsevier, vol. 163(C).
    38. Stijn Claessens & M Ayhan Kose, 2018. "Frontiers of macrofinancial linkages," BIS Papers, Bank for International Settlements, number 95, June.
    39. Eller, Markus & Huber, Florian & Schuberth, Helene, 2020. "How important are global factors for understanding the dynamics of international capital flows?," Journal of International Money and Finance, Elsevier, vol. 109(C).
    40. repec:dau:papers:123456789/14524 is not listed on IDEAS
    41. Borio, Claudio, 2014. "The financial cycle and macroeconomics: What have we learnt?," Journal of Banking & Finance, Elsevier, vol. 45(C), pages 182-198.
    42. David Aikman & Andrew G. Haldane & Benjamin D. Nelson, 2015. "Curbing the Credit Cycle," Economic Journal, Royal Economic Society, vol. 125(585), pages 1072-1109, June.
    43. Viral V. Acharya & Hyun Song Shin & Tanju Yorulmazer, 2013. "A Theory of Arbitrage Capital," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 2(1), pages 62-97.
    44. Jakob de Haan & Willem van den End & Jon Frost & Christiaan Pattipeilohy & Mostafa Tabbae, 2013. "Unconventional Monetary Policy of the ECB during the Financial Crisis: An Assessment and New Evidence," SUERF 50th Anniversary Volume Chapters, in: Morten Balling & Ernest Gnan (ed.), 50 Years of Money and Finance: Lessons and Challenges, chapter 4, pages 117-156, SUERF - The European Money and Finance Forum.
    45. Barrot Araya,Luis Diego & Serven,Luis, 2018. "Gross capital flows, common factors, and the global financial cycle," Policy Research Working Paper Series 8354, The World Bank.
    46. repec:bla:ecpoli:v:26:y:2011:i:66:p:285-342 is not listed on IDEAS
    47. Choi, Sangyup & Havel, Jiri, 2025. "Geopolitical risk and U.S. foreign portfolio investment: A tale of advanced and emerging markets," Journal of International Money and Finance, Elsevier, vol. 151(C).
    48. Fernandez-Arias, Eduardo & Montiel, Peter J, 1996. "The Surge in Capital Inflows to Developing Countries: An Analytical Overview," The World Bank Economic Review, World Bank, vol. 10(1), pages 51-77, January.
    49. An, Hui & Wang, Hao & Delpachitra, Sarath & Cottrell, Simon & Yu, Xiao, 2022. "Early warning system for risk of external liquidity shock in BRICS countries," Emerging Markets Review, Elsevier, vol. 51(PA).
    50. Carney, Richard W. & El Ghoul, Sadok & Guedhami, Omrane & Wang, He (Helen), 2024. "Geopolitical risk and the cost of capital in emerging economies," Emerging Markets Review, Elsevier, vol. 61(C).
    51. Lim, Jamus Jerome & Mohapatra, Sanket & Stocker, Marc, 2014. "Tinker, taper, QE, bye ? the effect of quantitative easing on financial flows to developing countries," Policy Research Working Paper Series 6820, The World Bank.
    52. Thornton, Daniel L., 2014. "Monetary policy: Why money matters (and interest rates don’t)," Journal of Macroeconomics, Elsevier, vol. 40(C), pages 202-213.
    53. Scheubel, Beatrice & Stracca, Livio & Tille, Cédric, 2019. "Taming the global financial cycle: What role for the global financial safety net?," Journal of International Money and Finance, Elsevier, vol. 94(C), pages 160-182.
    54. Hamilton, James D, 1989. "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle," Econometrica, Econometric Society, vol. 57(2), pages 357-384, March.
    55. Feng, Chaonan & Han, Liyan & Vigne, Samuel & Xu, Yang, 2023. "Geopolitical risk and the dynamics of international capital flows," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 82(C).
    56. Yue Liu & Zhenghui Li & Manrui Xu, 2020. "The Influential Factors of Financial Cycle Spillover: Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(6), pages 1336-1350, May.
    57. Ethan Ilzetzki & Carmen M Reinhart & Kenneth S Rogoff, 2019. "Exchange Arrangements Entering the Twenty-First Century: Which Anchor will Hold?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(2), pages 599-646.
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