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How Important are Global Factors for Understanding the Dynamics of International Capital Flows?

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  • Eller, Markus

    () (Oesterreichische Nationalbank (Austrian Central Bank))

  • Huber, Florian

    () (University of Salzburg)

  • Schuberth, Helene

    () (Oesterreichische Nationalbank (Austrian Central Bank))

Abstract

We propose a dynamic factor model with time-varying parameters and stochastic volatility to analyze the relationship between global factors and country-specific capital flow dynamics. Studying a global sample of 43 countries from 1994 until 2015, we show that global co-movement of macroeconomic, financial and capital flow variables can explain a major share of country-specific capital flow volatility and that the impact of these variables has become even more important since the 2008–2009 global financial crisis. Our results indicate that country-specific changes in capital flows are strongly affected by fluctuations in global financial cycles and - to some extent - by global real business cycles. There is some evidence that countries with higher foreign exchange reserves, flexible exchange rates, lower public indebtedness or more developed domestic stock markets may better shield themselves from the global financial cycle.

Suggested Citation

  • Eller, Markus & Huber, Florian & Schuberth, Helene, 2018. "How Important are Global Factors for Understanding the Dynamics of International Capital Flows?," Working Papers in Economics 2018-2, University of Salzburg.
  • Handle: RePEc:ris:sbgwpe:2018_002
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    1. Kastner, Gregor & Frühwirth-Schnatter, Sylvia, 2014. "Ancillarity-sufficiency interweaving strategy (ASIS) for boosting MCMC estimation of stochastic volatility models," Computational Statistics & Data Analysis, Elsevier, vol. 76(C), pages 408-423.
    2. Guillermo A. Calvo & Leonardo Leiderman & Carmen M. Reinhart, 1996. "Inflows of Capital to Developing Countries in the 1990s," Journal of Economic Perspectives, American Economic Association, vol. 10(2), pages 123-139, Spring.
    3. Portes, Richard & Rey, Helene, 2005. "The determinants of cross-border equity flows," Journal of International Economics, Elsevier, vol. 65(2), pages 269-296, March.
    4. 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.
    5. Diebold, Francis X. & Li, Canlin & Yue, Vivian Z., 2008. "Global yield curve dynamics and interactions: A dynamic Nelson-Siegel approach," Journal of Econometrics, Elsevier, vol. 146(2), pages 351-363, October.
    6. Rey, Hélène, 2015. "Dilemma not Trilemma: The Global Financial Cycle and Monetary Policy Independence," CEPR Discussion Papers 10591, C.E.P.R. Discussion Papers.
    7. McQuade, Peter & Schmitz, Martin, 2017. "The great moderation in international capital flows: A global phenomenon?," Journal of International Money and Finance, Elsevier, vol. 73(PA), pages 188-212.
    8. Michael W. McCracken & Serena Ng, 2016. "FRED-MD: A Monthly Database for Macroeconomic Research," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 34(4), pages 574-589, October.
    9. Arvind Krishnamurthy & Annette Vissing-Jorgensen, 2011. "The Effects of Quantitative Easing on Interest Rates: Channels and Implications for Policy," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 42(2 (Fall)), pages 215-287.
    10. repec:oup:ecpoli:v:26:y:2011:i:66:p:285-342 is not listed on IDEAS
    11. Geweke, John & Zhou, Guofu, 1996. "Measuring the Pricing Error of the Arbitrage Pricing Theory," Review of Financial Studies, Society for Financial Studies, vol. 9(2), pages 557-587.
    12. Boediono, 2017. "Revisiting the Problem of Development Distribution," Bulletin of Indonesian Economic Studies, Taylor & Francis Journals, vol. 53(2), pages 211-217, May.
    13. Carmen M. Reinhart & Kenneth S. Rogoff, 2010. "Growth in a Time of Debt," American Economic Review, American Economic Association, vol. 100(2), pages 573-578, May.
    14. Broto, Carmen & Díaz-Cassou, Javier & Erce, Aitor, 2011. "Measuring and explaining the volatility of capital flows to emerging countries," Journal of Banking & Finance, Elsevier, vol. 35(8), pages 1941-1953, August.
    15. Adler, Gustavo & Lama, Ruy & Medina, Juan Pablo, 2019. "Unconventional policies and exchange rate dynamics," Journal of International Money and Finance, Elsevier, vol. 95(C), pages 402-423.
    16. Ratna Sahay & Vivek B. Arora & Athanasios V Arvanitis & Hamid Faruqee & Papa M N'Diaye & Tommaso Mancini Griffoli, 2014. "Emerging Market Volatility; Lessons from The Taper Tantrum," IMF Staff Discussion Notes 2014/009, International Monetary Fund.
    17. 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.
    18. Feldkircher, Martin & Huber, Florian, 2016. "The international transmission of US shocks—Evidence from Bayesian global vector autoregressions," European Economic Review, Elsevier, vol. 81(C), pages 167-188.
    19. Aguilar, Omar & West, Mike, 2000. "Bayesian Dynamic Factor Models and Portfolio Allocation," Journal of Business & Economic Statistics, American Statistical Association, vol. 18(3), pages 338-357, July.
    20. 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.
    21. Bruno, Valentina & Shin, Hyun Song, 2015. "Capital flows and the risk-taking channel of monetary policy," Journal of Monetary Economics, Elsevier, vol. 71(C), pages 119-132.
    22. 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.
    23. Eichengreen, Barry & Gupta, Poonam, 2015. "Tapering talk: The impact of expectations of reduced Federal Reserve security purchases on emerging markets," Emerging Markets Review, Elsevier, vol. 25(C), pages 1-15.
    24. Maurice Obstfeld & Alan M. Taylor, 2017. "International Monetary Relations: Taking Finance Seriously," Journal of Economic Perspectives, American Economic Association, vol. 31(3), pages 3-28, Summer.
    25. Marco Del Negro & Christopher Otrok, 2008. "Dynamic factor models with time-varying parameters: measuring changes in international business cycles," Staff Reports 326, Federal Reserve Bank of New York.
    26. Barry Eichengreen & Poonam Gupta & Oliver Masetti, 2018. "Are Capital Flows Fickle? Increasingly? And Does the Answer Still Depend on Type?," Asian Economic Papers, MIT Press, vol. 17(1), pages 22-41, Winter/Sp.
    27. Koepke, Robin, 2015. "What Drives Capital Flows to Emerging Markets? A Survey of the Empirical Literature," MPRA Paper 62770, University Library of Munich, Germany.
    28. Beirne, John & Friedrich, Christian, 2017. "Macroprudential policies, capital flows, and the structure of the banking sector," Journal of International Money and Finance, Elsevier, vol. 75(C), pages 47-68.
    29. Portes, Richard & Rey, Helene & Oh, Yonghyup, 2001. "Information and capital flows: The determinants of transactions in financial assets," European Economic Review, Elsevier, vol. 45(4-6), pages 783-796, May.
    30. Anusha Chari & Karlye Dilts Stedman & Christian Lundblad, 2017. "Taper Tantrums: QE, its Aftermath and Emerging Market Capital Flows," NBER Working Papers 23474, National Bureau of Economic Research, Inc.
    31. Banerjee, Ryan & Devereux, Michael B. & Lombardo, Giovanni, 2016. "Self-oriented monetary policy, global financial markets and excess volatility of international capital flows," Journal of International Money and Finance, Elsevier, vol. 68(C), pages 275-297.
    32. 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.
    33. Jesús Crespo Cuaresma & Martin Feldkircher & Florian Huber, 2016. "Forecasting with Global Vector Autoregressive Models: a Bayesian Approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 31(7), pages 1371-1391, November.
    34. Ben S. Bernanke & Jean Boivin & Piotr Eliasz, 2005. "Measuring the Effects of Monetary Policy: A Factor-Augmented Vector Autoregressive (FAVAR) Approach," The Quarterly Journal of Economics, Oxford University Press, vol. 120(1), pages 387-422.
    35. Sarno, Lucio & Tsiakas, Ilias & Ulloa, Barbara, 2016. "What drives international portfolio flows?," Journal of International Money and Finance, Elsevier, vol. 60(C), pages 53-72.
    36. 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.
    37. Maria Sole Pagliari & Swarnali Ahmed Hannan, 2017. "The Volatility of Capital Flows in Emerging Markets: Measures and Determinants," Departmental Working Papers 201710, Rutgers University, Department of Economics.
    38. 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;CES;MSH, vol. 26(66), pages 289-346.
    39. Joseph Gagnon & Matthew Raskin & Julie Remache & Brian Sack, 2011. "The Financial Market Effects of the Federal Reserve's Large-Scale Asset Purchases," International Journal of Central Banking, International Journal of Central Banking, vol. 7(1), pages 3-43, March.
    40. Prachi Mishra & Kenji Moriyama & Papa M N'Diaye & Lam Nguyen, 2014. "Impact of Fed Tapering Announcements on Emerging Markets," IMF Working Papers 2014/109, International Monetary Fund.
    41. Aizenman, Joshua & Chinn, Menzie D. & Ito, Hiro, 2016. "Monetary policy spillovers and the trilemma in the new normal: Periphery country sensitivity to core country conditions," Journal of International Money and Finance, Elsevier, vol. 68(C), pages 298-330.
    42. Förster, Marcel & Jorra, Markus & Tillmann, Peter, 2014. "The dynamics of international capital flows: Results from a dynamic hierarchical factor model," Journal of International Money and Finance, Elsevier, vol. 48(PA), pages 101-124.
    43. Deniz Igan & Zhibo Tan, 2017. "Capital Inflows, Credit Growth, and Financial Systems," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 53(12), pages 2649-2671, December.
    44. Todd E. Clark, 2011. "Real-Time Density Forecasts From Bayesian Vector Autoregressions With Stochastic Volatility," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 29(3), pages 327-341, July.
    45. Todd E. Clark & Francesco Ravazzolo, 2015. "Macroeconomic Forecasting Performance under Alternative Specifications of Time‐Varying Volatility," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 30(4), pages 551-575, June.
    46. Reinhart, Carmen & Calvo, Guillermo, 2000. "When Capital Inflows Come to a Sudden Stop: Consequences and Policy Options," MPRA Paper 6982, University Library of Munich, Germany.
    47. Stock, James H & Watson, Mark W, 2002. "Macroeconomic Forecasting Using Diffusion Indexes," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(2), pages 147-162, April.
    48. Anaya, Pablo & Hachula, Michael & Offermanns, Christian J., 2017. "Spillovers of U.S. unconventional monetary policy to emerging markets: The role of capital flows," Journal of International Money and Finance, Elsevier, vol. 73(PB), pages 275-295.
    49. 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.
    50. Arvind Krishnamurthy & Annette Vissing-Jorgensen, 2011. "The Effects of Quantitative Easing on Interest Rates: Channels and Implications for Policy," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 43(2 (Fall)), pages 215-287.
    51. M. Ayhan Kose & Christopher Otrok & Charles H. Whiteman, 2003. "International Business Cycles: World, Region, and Country-Specific Factors," American Economic Review, American Economic Association, vol. 93(4), pages 1216-1239, September.
    52. Ratna Sahay & Vivek B. Arora & Athanasios V Arvanitis & Hamid Faruqee & Papa M N'Diaye & Tommaso Mancini Griffoli, 2014. "Emerging Market Volatility; Lessons from The Taper Tantrum," IMF Staff Discussion Notes 14/9, International Monetary Fund.
    53. Markus Eller & Niko Hauzenberger & Florian Huber & Helene Schuberth & Lukas Vashold, 2020. "Capital Flows and the Stabilizing Role of Macroprudential Policies in CESEE," Papers 2009.06391, arXiv.org.
    54. Manuel R. Agosin & Franklin Huaita, 2011. "Capital flows to emerging economies: Minsky in the tropics," Cambridge Journal of Economics, Oxford University Press, vol. 35(4), pages 663-683.
    55. Beckmann, Joscha & Czudaj, Robert, 2017. "Capital flows and GDP in emerging economies and the role of global spillovers," Journal of Economic Behavior & Organization, Elsevier, vol. 142(C), pages 140-163.
    56. Markus Eller & Florian Huber & Helene Schuberth, 2016. "Understanding the drivers of capital flows into the CESEE countries," Focus on European Economic Integration, Oesterreichische Nationalbank (Austrian Central Bank), issue 2, pages 79-104.
    57. Hyun Song Shin, 2012. "Global Banking Glut and Loan Risk Premium," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 60(2), pages 155-192, July.
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    More about this item

    Keywords

    Volatility of capital flows; dynamic factor model; stochastic volatility; global co-movement; global real business cycle; global financial cycle;
    All these keywords.

    JEL classification:

    • C38 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Classification Methdos; Cluster Analysis; Principal Components; Factor Analysis
    • F32 - International Economics - - International Finance - - - Current Account Adjustment; Short-term Capital Movements
    • F41 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Open Economy Macroeconomics
    • F42 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - International Policy Coordination and Transmission
    • F44 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - International Business Cycles

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