IDEAS home Printed from https://ideas.repec.org/p/fip/feddgw/357.html
   My bibliography  Save this paper

Global Drivers of Gross and Net Capital Flows

Author

Listed:
  • J. Scott Davis
  • Giorgio Valente
  • Eric Van Wincoop

Abstract

While prior to the global financial crisis, the empirical international capital flow literature has focused on net capital flows (the current account), since the crisis there has been an increased focus on gross flows. In this paper we jointly analyze global drivers of gross flows (outflows plus inflows) and net flows (outflows minus inflows) by estimating a latent factor model. We find evidence of two global factors, which we call the GFC (global financial cycle) factor and a commodity price factor as they closely track respectively the Miranda-Agrippino and Rey asset price factor and an average of oil and gas prices. These factors together account for half the variance of gross flows in advanced countries and forty percent of the variance of gross flows in emerging markets. But remarkably, they also account for forty percent of the variance of net capital flows in both groups of countries. We also analyze the heterogeneity across countries in the impact of the two factors. One of the key findings is that the impact of the GFC factor on both gross and net capital flows is stronger in countries that have larger net debt liabilities. Other asset classes (FDI and portfolio equity) do not significantly impact the exposure to the GFC factor.

Suggested Citation

  • J. Scott Davis & Giorgio Valente & Eric Van Wincoop, 2019. "Global Drivers of Gross and Net Capital Flows," Globalization Institute Working Papers 357, Federal Reserve Bank of Dallas.
  • Handle: RePEc:fip:feddgw:357
    DOI: 10.24149/gwp357
    as

    Download full text from publisher

    File URL: https://www.dallasfed.org/~/media/documents/institute/wpapers/2019/0357.pdf
    File Function: Full text
    Download Restriction: no

    File URL: https://libkey.io/10.24149/gwp357?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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.
    2. Jushan Bai & Serena Ng, 2002. "Determining the Number of Factors in Approximate Factor Models," Econometrica, Econometric Society, vol. 70(1), pages 191-221, January.
    3. Hélène Rey, 2016. "International Channels of Transmission of Monetary Policy and the Mundellian Trilemma," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 64(1), pages 6-35, May.
    4. In Choi & Hanbat Jeong, 2019. "Model selection for factor analysis: Some new criteria and performance comparisons," Econometric Reviews, Taylor & Francis Journals, vol. 38(6), pages 577-596, July.
    5. 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.
    6. 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.
    7. Calvo, Guillermo A. & Izquierdo, Alejandro & Loo-Kung, Rudy, 2006. "Relative price volatility under Sudden Stops: The relevance of balance sheet effects," Journal of International Economics, Elsevier, vol. 69(1), pages 231-254, June.
    8. 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.
    9. 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 Group, vol. 10(1), pages 27-50, January.
    10. Guillermo A. Calvo & Alejandro Izquierdo & Luis-Fernando Mejía, 2008. "Systemic Sudden Stops: The Relevance Of Balance-Sheet Effects And Financial Integration," NBER Working Papers 14026, National Bureau of Economic Research, Inc.
    11. 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.
    12. Guillermo A. Calvo & Alejandro Izquierdo & Luis-Fernando Mejía, 2008. "Systemic Sudden Stops: The Relevance Of Balance-Sheet Effects And Financial Integration," NBER Working Papers 14026, National Bureau of Economic Research, Inc.
    13. Carmen M. Reinhart & Vincent R. Reinhart, 2009. "Capital Flow Bonanzas: An Encompassing View of the Past and Present," NBER International Seminar on Macroeconomics, University of Chicago Press, vol. 5(1), pages 9-62.
    14. Maurice Obstfeld, 2021. "Trilemmas and Tradeoffs: Living with Financial Globalization," World Scientific Book Chapters, in: Steven J Davis & Edward S Robinson & Bernard Yeung (ed.), THE ASIAN MONETARY POLICY FORUM Insights for Central Banking, chapter 2, pages 16-84, World Scientific Publishing Co. Pte. Ltd..
    15. 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.
    16. J. Scott Davis, 2015. "The cyclicality of (bilateral) capital inflows and outflows," Globalization Institute Working Papers 247, Federal Reserve Bank of Dallas.
    17. Gian Maria Milesi Ferretti & Assaf Razin, 2000. "Current Account Reversals and Currency Crises: Empirical Regularities," NBER Chapters, in: Currency Crises, pages 285-323, National Bureau of Economic Research, Inc.
    18. 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.
    19. Broner, Fernando & Didier, Tatiana & Erce, Aitor & Schmukler, Sergio L., 2013. "Gross capital flows: Dynamics and crises," Journal of Monetary Economics, Elsevier, vol. 60(1), pages 113-133.
    20. Stefan Avdjiev & Bryan Hardy & Şebnem Kalemli-Özcan & Luis Servén, 2022. "Gross Capital Flows by Banks, Corporates, and Sovereigns," Journal of the European Economic Association, European Economic Association, vol. 20(5), pages 2098-2135.
    21. 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.
    22. Obstfeld, Maurice, 2012. "Financial flows, financial crises, and global imbalances," Journal of International Money and Finance, Elsevier, vol. 31(3), pages 469-480.
    23. Michael W. Klein & Jay C. Shambaugh, 2015. "Rounding the Corners of the Policy Trilemma: Sources of Monetary Policy Autonomy," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(4), pages 33-66, October.
    24. Valentina Bruno & Hyun Song Shin, 2015. "Cross-Border Banking and Global Liquidity," Review of Economic Studies, Oxford University Press, vol. 82(2), pages 535-564.
    25. Helene Rey, 2013. "Dilemma not trilemma: the global cycle and monetary policy independence," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 1-2.
    26. Muge Adalet & Barry Eichengreen, 2007. "Current Account Reversals: Always a Problem?," NBER Chapters, in: G7 Current Account Imbalances: Sustainability and Adjustment, pages 205-246, National Bureau of Economic Research, Inc.
    27. Guillermo A. Calvo, 1998. "Capital Flows and Capital-Market Crises: The Simple Economics of Sudden Stops," Journal of Applied Economics, Universidad del CEMA, vol. 1, pages 35-54, November.
    28. Cardarelli, Roberto & Elekdag, Selim & Kose, M. Ayhan, 2010. "Capital inflows: Macroeconomic implications and policy responses," Economic Systems, Elsevier, vol. 34(4), pages 333-356, December.
    29. 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.
    30. 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.
    31. Mr. Eugenio M Cerutti & Mr. Gee Hee Hong, 2018. "Portfolio Inflows Eclipsing Banking Inflows: Alternative Facts?," IMF Working Papers 2018/029, International Monetary Fund.
    32. 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.
    33. Claudio Raddatz & Diego Saravia & Jaume Ventura, 2015. "Global Liquidity, Spillovers to Emerging Markets and Policy Responses: An Overview," Central Banking, Analysis, and Economic Policies Book Series, in: Claudio Raddatz & Diego Saravia & Jaume Ventura (ed.),Global Liquidity, Spillovers to Emerging Markets and Policy Responses, edition 1, volume 20, chapter 1, pages 001-011, Central Bank of Chile.
    34. 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 Group, vol. 10(1), pages 51-77, January.
    35. Jay C. Shambaugh, 2004. "The Effect of Fixed Exchange Rates on Monetary Policy," The Quarterly Journal of Economics, Oxford University Press, vol. 119(1), pages 301-352.
    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. Beck, Roland & Berganza, Juan Carlos & Brüggemann, Axel & Cezar, Rafael & Eijking, Carlijn & Eller, Markus & Fuentes, Alberto & Alves, Joel Graça & Kreitz, Lilian & Marsilli, Clement & Moder, Isabella, 2023. "Recent advances in the literature on capital flow management," Occasional Paper Series 317, European Central Bank.
    2. Horacio Aguirre & Rodrigo Pérez Ártica, 2022. "Non-bank Financial Intermediation and Capital Flows: Evidence from Emerging Market Economies," Asociación Argentina de Economía Política: Working Papers 4534, Asociación Argentina de Economía Política.
    3. Demirer, Rıza & Ferrer, Román & Shahzad, Syed Jawad Hussain, 2020. "Oil price shocks, global financial markets and their connectedness," Energy Economics, Elsevier, vol. 88(C).
    4. Khamdan Rifa'i, 2023. "The Economic Impact of the US Unconventional Monetary Policy, Global Commodity Shocks, and Oil Price Shocks on ASEAN 3," International Journal of Energy Economics and Policy, Econjournals, vol. 13(5), pages 616-624, September.
    5. 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).
    6. Benny Kleinman & Ernest Liu & Stephen J. Redding & Motohiro Yogo, 2023. "Neoclassical growth in an interdependent world," CEP Discussion Papers dp1965, Centre for Economic Performance, LSE.
    7. Xin Tian & Jan Jacobs & Jakob de Haan, 2022. "Alternative Measures for the Global Financial Cycle: Do They Make a Difference?," CESifo Working Paper Series 9730, CESifo.
    8. Olga Bondarenko, 2020. "The Missing “Cycle” Part and Other Thoughts on the Global Financial Cycle," Visnyk of the National Bank of Ukraine, National Bank of Ukraine, issue 250, pages 15-32.
    9. Aldasoro, Iñaki & Beltrán, Paula & Grinberg, Federico & Mancini-Griffoli, Tommaso, 2023. "The macro-financial effects of international bank lending on emerging markets," Journal of International Economics, Elsevier, vol. 142(C).
    10. Bettendorf, Timo & Karadimitropoulou, Aikaterini, 2022. "Time-variation in the effects of push and pull factors on portfolio flows: Evidence from a Bayesian dynamic factor model," Discussion Papers 05/2022, Deutsche Bundesbank.
    11. 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).
    12. Di Casola, Paola & Habib, Maurizio Michael & Tercero-Lucas, David, 2023. "Global and local drivers of Bitcoin trading vis-à-vis fiat currencies," Working Paper Series 2868, European Central Bank.
    13. Luigi Bonatti & Andrea Fracasso & Roberto Tamborini, 2021. "Monetary and Fiscal Spillovers Across the Atlantic: The Role of Financial Markets," DEM Working Papers 2021/09, Department of Economics and Management.
    14. J. Scott Davis & Michael B. Devereux & Changhua Yu, 2020. "Sudden Stops in Emerging Economies: The Role of World Interest Rates and Foreign Exchange Intervention," Globalization Institute Working Papers 405, Federal Reserve Bank of Dallas, revised 10 Sep 2021.
    15. Fabiani, Josefina & Fidora, Michael & Setzer, Ralph & Westphal, Andreas & Zorell, Nico, 2021. "Sudden stops and asset purchase programmes in the euro area," Working Paper Series 2597, European Central Bank.
    16. Wang, Xichen & Liu, Qingya, 2023. "Can the global financial cycle explain the episodes of exuberance in international housing markets?," Finance Research Letters, Elsevier, vol. 52(C).
    17. Bank for International Settlements, 2021. "Changing patterns of capital flows," CGFS Papers, Bank for International Settlements, number 66, december.
    18. Harrison, Andre & Reed, Robert R., 2023. "International capital flows, liquidity risk, and monetary policy," Journal of Macroeconomics, Elsevier, vol. 77(C).
    19. Boonman, Tjeerd, 2023. "Have drivers of portfolio capital flows changed since the Global Financial Crisis?," MPRA Paper 116507, University Library of Munich, Germany.
    20. Xin Tian & Jan Jacobs & Jakob de Haan, 2022. "Alternative Measures for the Global Financial Cycle: Do They Make a Difference?," CESifo Working Paper Series 9730, CESifo.
    21. Boonman, Tjeerd M., 2023. "Portfolio capital flows before and after the Global Financial Crisis," Economic Modelling, Elsevier, vol. 127(C).
    22. Ledóchowski, Michał & Żuk, Piotr, 2022. "What drives portfolio capital inflows into emerging market economies? The role of the Fed's and ECB's balance sheet policies," Emerging Markets Review, Elsevier, vol. 51(PB).
    23. Deng, Chuang & Xie, Jingxuan & Zhao, Xiuyi, 2023. "Analysis of the impact of global uncertainty on abnormal cross-border capital flows," International Review of Economics & Finance, Elsevier, vol. 87(C), pages 338-346.

    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. 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.
    2. 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.
    3. Lepers, Etienne & Mercado, Rogelio, 2021. "Sectoral capital flows: Covariates, co-movements, and controls," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 75(C).
    4. 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.
    5. Lu, Dong & Liu, Jialin & Zhou, Hang, 2022. "Global financial conditions, capital flows and the exchange rate regime in emerging market economies," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 77(C).
    6. Emter, Lorenz, 2023. "Leverage cycles, growth shocks, and sudden stops in capital inflows," International Review of Economics & Finance, Elsevier, vol. 84(C), pages 711-731.
    7. 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.
    8. Ṣebnem Kalemli-Özcan, 2019. "U.S. Monetary Policy and International Risk Spillovers," NBER Working Papers 26297, National Bureau of Economic Research, Inc.
    9. Anusha Chari & Karlye Dilts Stedman & Christian Lundblad, 2020. "Capital Flows in Risky Times: Risk-on/Risk-off and Emerging Market Tail Risk," NBER Working Papers 27927, National Bureau of Economic Research, Inc.
    10. 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).
    11. Ledóchowski, Michał & Żuk, Piotr, 2022. "What drives portfolio capital inflows into emerging market economies? The role of the Fed's and ECB's balance sheet policies," Emerging Markets Review, Elsevier, vol. 51(PB).
    12. Seung-Gwan Baek & Chi-Young Song, 2019. "What Drives Stops in Cross-Border Bond Flows?," Sustainability, MDPI, vol. 11(14), pages 1-21, July.
    13. Kalemli-Özcan, Sebnem, 2019. "US Monetary Policy and International Risk Spillovers," CEPR Discussion Papers 14053, C.E.P.R. Discussion Papers.
    14. Eduardo Borensztein & Fabiano Bastos & Julián Caballero & Bernardita Piedrabuena, 2013. "Capital Flows to South America. An Overview," Papers and Proceedings 11436, Fondo Latino Americano de Reservas - FLAR.
    15. Benhima, Kenza & Cordonier, Rachel, 2022. "News, sentiment and capital flows," Journal of International Economics, Elsevier, vol. 137(C).
    16. Mercado, Rogelio V., 2019. "Capital flow transitions: Domestic factors and episodes of gross capital inflows," Emerging Markets Review, Elsevier, vol. 38(C), pages 251-264.
    17. Seung-Gwan Baek & Chi-Young Song, 2016. "On the Determinants of Surges and Stops in Foreign Loans: An Empirical Investigation," Open Economies Review, Springer, vol. 27(3), pages 405-445, July.
    18. Rogelio V. Mercado, 2018. "Not all surges of gross capital inflows are alike," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 45(2), pages 326-347, May.
    19. Braiton, Nombulelo & Odhiambo, Nicholas M, 2022. "Capital flows to low-income sub-Saharan Africa: An exploratory review," Working Papers 29831, University of South Africa, Department of Economics.
    20. Özmen, Erdal & Taşdemir, Fatma, 2021. "Gross capital inflows and outflows: Twins or distant cousins?," Economic Systems, Elsevier, vol. 45(3).

    More about this item

    Keywords

    capital inflows and outflows; gross and net capital flows; financial globalization; global financial cycle; global capital flows cycle;
    All these keywords.

    JEL classification:

    • F3 - International Economics - - International Finance
    • F4 - International Economics - - Macroeconomic Aspects of International Trade and Finance

    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:fip:feddgw:357. 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: Amy Chapman (email available below). General contact details of provider: https://edirc.repec.org/data/frbdaus.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.