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Capital flows-at-risk: Push, pull and the role of policy

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  • Eguren-Martin, Fernando
  • O'Neill, Cian
  • Sokol, Andrej
  • von dem Berge, Lukas

Abstract

We characterise the probability distributions of various types of gross capital flows conditional on information contained in financial asset prices in a panel of emerging market economies, with a focus on ‘tail’ events. Our framework, based on the quantile regression methodology, allows for a separate role of push- and pull-type factors. We find that both push and pull factors have heterogeneous effects across the distributions of gross capital flows, which are most marked in the left tails. We then explore the role of the pre-existing stance of macroprudential and capital flow management policy in shaping probability distributions of capital flows. Macroprudential and capital flow management measures can both be stabilising, leading to less volatile flows and in particular to lower chances of large portfolio outflows. A tighter macroprudential stance can also reduce the sensitivity of portfolio flows to global financial shocks.

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  • Eguren-Martin, Fernando & O'Neill, Cian & Sokol, Andrej & von dem Berge, Lukas, 2024. "Capital flows-at-risk: Push, pull and the role of policy," Journal of International Money and Finance, Elsevier, vol. 147(C).
    • Handle: RePEc:eee:jimfin:v:147:y:2024:i:c:s0261560624001335
    DOI: 10.1016/j.jimonfin.2024.103146
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    1. Forbes, Kristin & Fratzscher, Marcel & Kostka, Thomas & Straub, Roland, 2016. "Bubble thy neighbour: Portfolio effects and externalities from capital controls," Journal of International Economics, Elsevier, vol. 99(C), pages 85-104.
    2. Alin Marius Andrieş & Florentina Melnic & Nicu Sprincean, 2022. "The effects of macroprudential policies on credit growth," The European Journal of Finance, Taylor & Francis Journals, vol. 28(10), pages 964-996, July.
    3. Franta, Michal & Gambacorta, Leonardo, 2020. "On the effects of macroprudential policies on Growth-at-Risk," Economics Letters, Elsevier, vol. 196(C).
    4. Katharina Bergant & Francesco Grigoli & Niels‐Jakob Hansen & Damiano Sandri, 2024. "Dampening Global Financial Shocks: Can Macroprudential Regulation Help (More than Capital Controls)?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 56(6), pages 1405-1438, September.
    5. 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.
    6. Bańbura, Marta & Giannone, Domenico & Modugno, Michele & Reichlin, Lucrezia, 2013. "Now-Casting and the Real-Time Data Flow," Handbook of Economic Forecasting, in: G. Elliott & C. Granger & A. Timmermann (ed.), Handbook of Economic Forecasting, edition 1, volume 2, chapter 0, pages 195-237, Elsevier.
    7. Ivan A. Canay, 2011. "A simple approach to quantile regression for panel data," Econometrics Journal, Royal Economic Society, vol. 14(3), pages 368-386, October.
    8. Chari, Anusha & Dilts-Stedman, Karlye & Forbes, Kristin, 2022. "Spillovers at the extremes: The macroprudential stance and vulnerability to the global financial cycle," Journal of International Economics, Elsevier, vol. 136(C).
    9. Andrés Fernández & Michael W Klein & Alessandro Rebucci & Martin Schindler & Martín Uribe, 2016. "Capital Control Measures: A New Dataset," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 64(3), pages 548-574, August.
    10. Montiel, Peter & Reinhart, Carmen M., 1999. "Do capital controls and macroeconomic policies influence the volume and composition of capital flows? Evidence from the 1990s," Journal of International Money and Finance, Elsevier, vol. 18(4), pages 619-635, August.
    11. 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.
    12. Koenker,Roger, 2005. "Quantile Regression," Cambridge Books, Cambridge University Press, number 9780521845731, November.
    13. Fernando Eguren-Martin & Andrej Sokol, 2022. "Attention to the Tail(s): Global Financial Conditions and Exchange Rate Risks," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 70(3), pages 487-519, September.
    14. Coman, Andra & Lloyd, Simon P., 2022. "In the face of spillovers: Prudential policies in emerging economies," Journal of International Money and Finance, Elsevier, vol. 122(C).
    15. Cerutti, Eugenio & Claessens, Stijn & Laeven, Luc, 2017. "The use and effectiveness of macroprudential policies: New evidence," Journal of Financial Stability, Elsevier, vol. 28(C), pages 203-224.
    16. 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.
    17. Katharina Bergant & Kristin Forbes, 2023. "Macroprudential Policy during COVID-19: The Role of Policy Space," World Scientific Book Chapters, in: Claudio Borio & Edward S Robinson & Hyun Song Shin (ed.), MACRO-FINANCIAL STABILITY POLICY IN A GLOBALISED WORLD: LESSONS FROM INTERNATIONAL EXPERIENCE Selected Papers from the Asian Monetary Policy Forum 202, chapter 8, pages 130-174, World Scientific Publishing Co. Pte. Ltd..
    18. Albuquerque, Rui & Loayza, Norman & Serven, Luis, 2005. "World market integration through the lens of foreign direct investors," Journal of International Economics, Elsevier, vol. 66(2), pages 267-295, July.
    19. 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.
    20. Mitali Das & Gita Gopinath & Ṣebnem Kalemli-Özcan, 2021. "Preemptive Policies and Risk-Off Shocks in Emerging Markets," NBER Working Papers 29615, National Bureau of Economic Research, Inc.
    21. Koop, Gary & Korobilis, Dimitris, 2014. "A new index of financial conditions," European Economic Review, Elsevier, vol. 71(C), pages 101-116.
    22. 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.
    23. Zohair Alam & Mr. Adrian Alter & Jesse Eiseman & Mr. Gaston Gelos & Mr. Heedon Kang & Mr. Machiko Narita & Erlend Nier & Naixi Wang, 2019. "Digging Deeper--Evidence on the Effects of Macroprudential Policies from a New Database," IMF Working Papers 2019/066, International Monetary Fund.
    24. Tobias Adrian & Nina Boyarchenko & Domenico Giannone, 2019. "Vulnerable Growth," American Economic Review, American Economic Association, vol. 109(4), pages 1263-1289, April.
    25. 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.
    26. 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).
    27. Aikman, David & Bridges, Jonathan & Hacioglu Hoke, Sinem & O’Neill, Cian & Raja, Akash, 2019. "Credit, capital and crises: a GDP-at-Risk approach," Bank of England working papers 824, Bank of England, revised 18 Oct 2019.
    28. Obstfeld, Maurice, 2012. "Financial flows, financial crises, and global imbalances," Journal of International Money and Finance, Elsevier, vol. 31(3), pages 469-480.
    29. Rebucci, Alessandro & Ma, Chang, 2019. "Capital Controls: A Survey of the New Literature," CEPR Discussion Papers 14186, C.E.P.R. Discussion Papers.
    30. Anusha Chari & Karlye Dilts Stedman & Christian Lundblad, 2022. "Global Fund Flows and Emerging Market Tail Risk," NBER Working Papers 30577, National Bureau of Economic Research, Inc.
    31. Zhou Zhou & Xiaofeng Shao, 2013. "Inference for linear models with dependent errors," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 75(2), pages 323-343, March.
    32. Gonçalves, Sílvia, 2011. "The Moving Blocks Bootstrap For Panel Linear Regression Models With Individual Fixed Effects," Econometric Theory, Cambridge University Press, vol. 27(5), pages 1048-1082, October.
    33. Mr. Nicolas Arregui & Mr. Selim A Elekdag & Mr. Gaston Gelos & Romain Lafarguette & Dulani Seneviratne, 2018. "Can Countries Manage Their Financial Conditions Amid Globalization?," IMF Working Papers 2018/015, International Monetary Fund.
    34. 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.
    35. 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.
    36. 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.
    37. Shapour Mohammadi, 2009. "QUANTILEREG: MATLAB function to estimate quantile regression," Statistical Software Components T741504, Boston College Department of Economics.
    38. 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.
    39. Glauco De Vita & Khine S. Kyaw, 2008. "Determinants of capital flows to developing countries: a structural VAR analysis," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 35(4), pages 304-322, September.
    40. Rochelle M. Edge & J. Nellie Liang, 2019. "New Financial Stability Governance Structures and Central Banks," Finance and Economics Discussion Series 2019-019, Board of Governors of the Federal Reserve System (U.S.).
    41. Ampudia, Miguel & Lo Duca, Marco & Farkas, Mátyás & Perez-Quiros, Gabriel & Pirovano, Mara & Rünstler, Gerhard & Tereanu, Eugen, 2021. "On the effectiveness of macroprudential policy," Working Paper Series 2559, European Central Bank.
    42. 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.
    43. Byrne, Joseph P. & Fiess, Norbert, 2016. "International capital flows to emerging markets: National and global determinants," Journal of International Money and Finance, Elsevier, vol. 61(C), pages 82-100.
    44. Glauco De Vita & Khine S. Kyaw, 2008. "Determinants of capital flows to developing countries: a structural VAR analysis," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 35(4), pages 304-322, September.
    45. 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.
    46. 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.
    47. Enrique G. Mendoza, 2010. "Sudden Stops, Financial Crises, and Leverage," American Economic Review, American Economic Association, vol. 100(5), pages 1941-1966, December.
    48. 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.
    49. Òscar Jordà, 2005. "Estimation and Inference of Impulse Responses by Local Projections," American Economic Review, American Economic Association, vol. 95(1), pages 161-182, March.
    50. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    51. Mr. Rodrigo O. Valdes & Mr. Leonardo Hernández & Ms. Pamela Melado, 2001. "Determinants of Private Capital Flows in the 1970's and 1990's: Is there Evidence of Contagion?," IMF Working Papers 2001/064, International Monetary Fund.
    52. G. Elliott & C. Granger & A. Timmermann (ed.), 2013. "Handbook of Economic Forecasting," Handbook of Economic Forecasting, Elsevier, edition 1, volume 2, number 2.
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    6. 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).
    7. Martínez-Jaramillo, Serafín & Montañez-Enríquez, Ricardo & Ossandon Busch, Matias & Ramos-Francia, Manuel & Rodríguez-Martínez, Anahí & Sánchez-Martínez, Manuel, 2022. "Stress-ridden finance and growth losses: Does financial development break the link?," IWH Discussion Papers 3/2022, Halle Institute for Economic Research (IWH).
    8. Anusha Chari & Karlye Dilts Stedman & Christian T. Lundblad, 2020. "Capital Flows in Risky Times: Risk-On / Risk-Off and Emerging Market Tail Risk," Research Working Paper RWP 20-08, Federal Reserve Bank of Kansas City.
    9. Chari, Anusha & Dilts-Stedman, Karlye & Forbes, Kristin, 2022. "Spillovers at the extremes: The macroprudential stance and vulnerability to the global financial cycle," Journal of International Economics, Elsevier, vol. 136(C).
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    15. Tihana Škrinjarić, 2023. "Macroprudential stance assessment: problems of measurement, literature review and some comments for the case of Croatia," Working Papers 72, The Croatian National Bank, Croatia.
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    More about this item

    Keywords

    Capital flows; Sudden stops; Capital flight; Retrenchment; Capital flow surges; Push versus pull; Capital controls; Macroprudential policy; Financial conditions indices; Quantile regression;
    All these keywords.

    JEL classification:

    • F32 - International Economics - - International Finance - - - Current Account Adjustment; Short-term Capital Movements
    • F34 - International Economics - - International Finance - - - International Lending and Debt Problems
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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