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Emerging Economies' Vulnerability to Changes in Capital Flows: The Role of Global and Local Factors

Author

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  • Yoshihiko Norimasa

    (Bank of Japan)

  • Kazuki Ueda

    (Bank of Japan)

  • Tomohiro Watanabe

    (Nippon Life Insurance Company)

Abstract

This study uses panel quantile regression to examine the risk of capital outflows in times of stress (capital flows-at-risk, CFaR) for 16 emerging economies. Our analysis shows that changes in financial conditions in advanced economies and in the monetary policy stance of the United States affect the risk of large capital outflows for some countries. In particular, we find that tighter financial conditions in advanced economies during a phase when the U.S. monetary policy stance is changing significantly affect emerging economies' CFaR. Further, using government debt as a measure of emerging economies' structural vulnerability, we find that an increase in government debt substantially raises the risk of capital outflows in times of stress. Moreover, while in the case of debt investment, CFaR tend to be greater the higher the level of government debt, in the case of other investment (consisting mainly of bank lending), CFaR tend to increase when financial conditions in advanced economies deteriorate.

Suggested Citation

  • Yoshihiko Norimasa & Kazuki Ueda & Tomohiro Watanabe, 2021. "Emerging Economies' Vulnerability to Changes in Capital Flows: The Role of Global and Local Factors," Bank of Japan Working Paper Series 21-E-5, Bank of Japan.
    • Handle: RePEc:boj:bojwps:wp21e05
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    1. Cerutti, Eugenio & Claessens, Stijn & Puy, Damien, 2019. "Push factors and capital flows to emerging markets: why knowing your lender matters more than fundamentals," Journal of International Economics, Elsevier, vol. 119(C), pages 133-149.
    2. Avdjiev, Stefan & Gambacorta, Leonardo & Goldberg, Linda S. & Schiaffi, Stefano, 2020. "The shifting drivers of global liquidity," Journal of International Economics, Elsevier, vol. 125(C).
    3. Cetorelli, Nicola & Goldberg, Linda S., 2012. "Liquidity management of U.S. global banks: Internal capital markets in the great recession," Journal of International Economics, Elsevier, vol. 88(2), pages 299-311.
    4. Guillermo A. Calvo & Leonardo Leiderman & Carmen M. Reinhart, 1993. "Capital Inflows and Real Exchange Rate Appreciation in Latin America: The Role of External Factors," IMF Staff Papers, Palgrave Macmillan, vol. 40(1), pages 108-151, March.
    5. Jing Cynthia Wu & Fan Dora Xia, 2016. "Measuring the Macroeconomic Impact of Monetary Policy at the Zero Lower Bound," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 48(2-3), pages 253-291, March.
    6. Eguren-Martin, Fernando & O'Neill, Cian & Sokol, Andrej & von dem Berge, Lukas, 2020. "Capital flows-at-risk: push, pull and the role of policy," Bank of England working papers 881, Bank of England.
    7. Koenker, Roger, 2004. "Quantile regression for longitudinal data," Journal of Multivariate Analysis, Elsevier, vol. 91(1), pages 74-89, October.
    8. Atish R. Ghosh & Jonathan D. Ostry & Mahvash S. Qureshi, 2016. "When Do Capital Inflow Surges End in Tears?," American Economic Review, American Economic Association, vol. 106(5), pages 581-585, May.
    9. Luis-Fernando Mejía & Guillermo A. Calvo & Alejandro Izquierdo, 2004. "On the empirics of Sudden Stops: the relevance of balance-sheet effects," Proceedings, Federal Reserve Bank of San Francisco, issue Jun.
    10. Fernando Eguren Martin & Mark Joy & Claudia Maurini & Alessandro Moro & Valerio Nispi Landi & Alessandro Schiavone & Carlos van Hombeeck, 2020. "Capital flows during the pandemic: lessons for a more resilient international financial architecture," Questioni di Economia e Finanza (Occasional Papers) 589, Bank of Italy, Economic Research and International Relations Area.
    11. 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.
    12. Tobias Adrian & Nina Boyarchenko & Domenico Giannone, 2019. "Vulnerable Growth," American Economic Review, American Economic Association, vol. 109(4), pages 1263-1289, April.
    13. G. Kapetanios, 2008. "A bootstrap procedure for panel data sets with many cross-sectional units," Econometrics Journal, Royal Economic Society, vol. 11(2), pages 377-395, July.
    14. Gelos, Gaston & Gornicka, Lucyna & Koepke, Robin & Sahay, Ratna & Sgherri, Silvia, 2022. "Capital flows at risk: Taming the ebbs and flows," Journal of International Economics, Elsevier, vol. 134(C).
    15. Obstfeld, Maurice, 2012. "Financial flows, financial crises, and global imbalances," Journal of International Money and Finance, Elsevier, vol. 31(3), pages 469-480.
    16. Galina Besstremyannaya & Sergei Golovan, 2019. "Reconsideration of a simple approach to quantile regression for panel data," The Econometrics Journal, Royal Economic Society, vol. 22(3), pages 292-308.
    17. Valentina Bruno & Hyun Song Shin, 2015. "Cross-Border Banking and Global Liquidity," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(2), pages 535-564.
    18. Mrs. Swarnali A Hannan, 2018. "Revisiting the Determinants of Capital Flows to Emerging Markets--A Survey of the Evolving Literature," IMF Working Papers 2018/214, International Monetary Fund.
    19. Fernandez-Arias, Eduardo, 1996. "The new wave of private capital inflows: Push or pull?," Journal of Development Economics, Elsevier, vol. 48(2), pages 389-418, March.
    20. 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.
    21. Fitzenberger, Bernd, 1998. "The moving blocks bootstrap and robust inference for linear least squares and quantile regressions," Journal of Econometrics, Elsevier, vol. 82(2), pages 235-287, February.
    22. Galvao Jr., Antonio F., 2011. "Quantile regression for dynamic panel data with fixed effects," Journal of Econometrics, Elsevier, vol. 164(1), pages 142-157, September.
    23. Guillermo A. Calvo & Leonardo Leiderman & Carmen M. Reinhart, 1993. "Capital Inflows and Real Exchange Rate Appreciation in Latin America: The Role of External Factors," IMF Staff Papers, Palgrave Macmillan, vol. 40(1), pages 108-151, March.
    24. Tobias Adrian & Federico Grinberg & Nellie Liang & Sheheryar Malik & Jie Yu, 2022. "The Term Structure of Growth-at-Risk," American Economic Journal: Macroeconomics, American Economic Association, vol. 14(3), pages 283-323, July.
    25. Shim, Ilhyock & Shin, Kwanho, 2021. "Financial stress in lender countries and capital outflows from emerging market economies," Journal of International Money and Finance, Elsevier, vol. 113(C).
    26. Antonio F. Galvao & Gabriel Montes-Rojas, 2015. "On Bootstrap Inference for Quantile Regression Panel Data: A Monte Carlo Study," Econometrics, MDPI, vol. 3(3), pages 1-13, September.
    27. Enrique G. Mendoza, 2010. "Sudden Stops, Financial Crises, and Leverage," American Economic Review, American Economic Association, vol. 100(5), pages 1941-1966, December.
    28. Adelchi Azzalini & Antonella Capitanio, 2003. "Distributions generated by perturbation of symmetry with emphasis on a multivariate skew t‐distribution," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 65(2), pages 367-389, May.
    29. Ines Buono & Flavia Corneli & Enrica Di Stefano, 2020. "Capital inflows to emerging countries and their sensitivity to the global financial cycle," Temi di discussione (Economic working papers) 1262, Bank of Italy, Economic Research and International Relations Area.
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    More about this item

    Keywords

    Risk of Capital Outflows (CFaR: Capital Flows-at-Risk); Global Factors; Local Factors; Panel Quantile Regression; Relative Entropy;
    All these keywords.

    JEL classification:

    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy
    • F32 - International Economics - - International Finance - - - Current Account Adjustment; Short-term Capital Movements
    • F34 - International Economics - - International Finance - - - International Lending and Debt Problems
    • F37 - International Economics - - International Finance - - - International Finance Forecasting and Simulation: Models and Applications

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