IDEAS home Printed from https://ideas.repec.org/p/ris/sbgwpe/2018_002.html
   My bibliography  Save this paper

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://www.uni-salzburg.at/fileadmin/multimedia/SOWI/documents/VWL/Working_Papers/WP_02_18.pdf
    File Function: Full text
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    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. 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.
    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. Laurent Ferrara & Daniela Marconi & Ignacio Hernando, 2018. "International Macroeconomics in the wake of the Global Financial Crisis," Post-Print hal-02334589, HAL.
    14. 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.
    15. 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.
    16. Ms. Ratna Sahay & Mr. Vivek B. Arora & Mr. Athanasios V Arvanitis & Mr. Hamid Faruqee & Mr. Papa M N'Diaye & Mr. Tommaso Mancini-Griffoli, 2014. "Emerging Market Volatility: Lessons from The Taper Tantrum," IMF Staff Discussion Notes 2014/009, International Monetary Fund.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. Matthieu Bussière & Julia Schmidt & Natacha Valla, 2018. "International Financial Flows in the New Normal: Key Patterns (and Why We Should Care)," Financial and Monetary Policy Studies, in: Laurent Ferrara & Ignacio Hernando & Daniela Marconi (ed.), International Macroeconomics in the Wake of the Global Financial Crisis, pages 249-269, Springer.
    22. 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.
    23. 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.
    24. 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.
    25. 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.
    26. 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.
    27. 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.
    28. 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.
    29. Koepke, Robin, 2015. "What Drives Capital Flows to Emerging Markets? A Survey of the Empirical Literature," MPRA Paper 62770, University Library of Munich, Germany.
    30. 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.
    31. 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.
    32. 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, President and Fellows of Harvard College, vol. 120(1), pages 387-422.
    33. 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.
    34. 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.
    35. 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.
    36. 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.
    37. 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.
    38. 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.
    39. 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.
    40. 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.
    41. Ms. Prachi Mishra & Mr. Kenji Moriyama & Mr. Papa M N'Diaye & Lam Nguyen, 2014. "Impact of Fed Tapering Announcements on Emerging Markets," IMF Working Papers 2014/109, International Monetary Fund.
    42. 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.
    43. 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.
    44. 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.
    45. 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.
    46. 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.
    47. 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.
    48. 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.
    49. 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.
    50. 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.
    51. 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.
    52. 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.
    53. 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.
    54. 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.
    55. Laurent Ferrara & Ignacio Hernando & Daniela Marconi (ed.), 2018. "International Macroeconomics in the Wake of the Global Financial Crisis," Financial and Monetary Policy Studies, Springer, number 978-3-319-79075-6, June.
    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Beirne, John & Renzhi, Nuobu & Volz, Ulrich, 2021. "Local Currency Bond Markets, Foreign Investor Participation, and Capital Flow Volatility in Emerging Asia," ADBI Working Papers 1252, Asian Development Bank Institute.
    2. Eller, Markus & Hauzenberger, Niko & Huber, Florian & Schuberth, Helene & Vashold, Lukas, 2021. "The impact of macroprudential policies on capital flows in CESEE," Journal of International Money and Finance, Elsevier, vol. 119(C).
    3. Christopher Loewald & David Faulkner & Konstantin Makrelov, 2020. "Time consistency and economic growth a case study of south african macroeconomic policy," Working Papers 10421, South African Reserve Bank.
    4. António Afonso & José Alves & Krzysztof Beck & Karen Jackson, 2022. "Financial, Institutional, and Macroeconomic Determinants of Cross-Country Portfolio Equity Flows," CESifo Working Paper Series 9872, CESifo.
    5. Vasudeva N. R. Murthy & Natalya Ketenci, 2020. "Capital mobility in Latin American and Caribbean countries: new evidence from dynamic common correlated effects panel data modeling," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 6(1), pages 1-17, December.
    6. Chokri Zehri, 2022. "Interaction Effect of Capital Controls and Macroeconomic Policies," Economic Papers, The Economic Society of Australia, vol. 41(1), pages 15-33, March.
    7. Bank for International Settlements, 2021. "Changing patterns of capital flows," CGFS Papers, Bank for International Settlements, number 66, december.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    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. 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.
    3. Jorge Lorca, 2021. "Capital Flows and Emerging Markets Fluctuations," Working Papers Central Bank of Chile 898, Central Bank of Chile.
    4. Eller, Markus & Hauzenberger, Niko & Huber, Florian & Schuberth, Helene & Vashold, Lukas, 2021. "The impact of macroprudential policies on capital flows in CESEE," Journal of International Money and Finance, Elsevier, vol. 119(C).
    5. 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.
    6. Rogelio V. Mercado, 2023. "Bilateral capital flows: Gravity, push and pull," International Finance, Wiley Blackwell, vol. 26(1), pages 36-63, April.
    7. Avdjiev, Stefan & Hale, Galina, 2019. "U.S. monetary policy and fluctuations of international bank lending," Journal of International Money and Finance, Elsevier, vol. 95(C), pages 251-268.
    8. Shiyi Wang, 2019. "Capital Flow Volatility: The Effects of Financial Development and Global Financial Conditions," 2019 Papers pwa945, Job Market Papers.
    9. 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.
    10. Avdjiev, Stefan & Gambacorta, Leonardo & Goldberg, Linda S. & Schiaffi, Stefano, 2020. "The shifting drivers of global liquidity," Journal of International Economics, Elsevier, vol. 125(C).
    11. 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.
    12. Jonathan Kearns & Andreas Schrimpf & Dora Xia, 2018. "Explaining Monetary Spillovers: The Matrix Reloaded," BIS Working Papers 757, Bank for International Settlements.
    13. Cerutti, Eugenio & Hong, Gee Hee, 2021. "Substitution patterns in capital inflows: Evidence from disaggregated capital flow data," Journal of International Money and Finance, Elsevier, vol. 112(C).
    14. Krogstrup, Signe & Tille, Cédric, 2018. "Foreign currency bank funding and global factors," Kiel Working Papers 2104, Kiel Institute for the World Economy (IfW Kiel).
    15. Feldkircher, Martin & Gruber, Thomas & Huber, Florian, 2020. "International effects of a compression of euro area yield curves," Journal of Banking & Finance, Elsevier, vol. 113(C).
    16. McQuade, Peter & Schmitz, Martin, 2019. "America First? A US-centric view of global capital flows," Working Paper Series 2238, European Central Bank.
    17. Choi, Sangyup & Furceri, Davide, 2019. "Uncertainty and cross-border banking flows," Journal of International Money and Finance, Elsevier, vol. 93(C), pages 260-274.
    18. Mauricio Villamizar-Villegas & Lucía Arango-Lozano & Geraldine Castelblanco & Nicolás Fajardo-Baquero & Maria A. Ruiz-Sanchez, 2022. "The effects of Monetary Policy on Capital Flows A Meta-Analysis," Borradores de Economia 1204, Banco de la Republica de Colombia.
    19. Davis, J. Scott & Zlate, Andrei, 2023. "The global financial cycle and capital flows during the COVID-19 pandemic," European Economic Review, Elsevier, vol. 156(C).
    20. Stijn Claessens & M Ayhan Kose, 2018. "Frontiers of macrofinancial linkages," BIS Papers, Bank for International Settlements, number 95.

    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

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ris:sbgwpe:2018_002. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Jörg Paetzold (email available below). General contact details of provider: https://edirc.repec.org/data/iwsbgat.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.