IDEAS home Printed from https://ideas.repec.org/a/bla/intfin/v26y2023i2p172-188.html
   My bibliography  Save this article

Capital‐flow volatility in emerging markets: A panel GARCH approach

Author

Listed:
  • Ahmet Ihsan Kaya
  • Lutfi Erden

Abstract

This study analyzes the role of push–pull factors on the level, volatility and comovement of capital flows in emerging markets (EMs). Taking the commonality of capital flows into account, we employ the panel Generalized Autoregressive Conditional Heteroscedasticity model developed by Cermeño and Grier for 16 EMs. This method not only accounts for country‐specific heterogeneity and cross‐section dependence but also allows the examination of the sources of the level, volatility and comovement of capital flows in a single step. The results show that domestic factors explain two‐thirds of the variation in net capital‐flow volatility. While both global and domestic factors, with the prominent ones being global risks and domestic economic growth, influence the comovement, their impacts somewhat vary by the types of capital flows.

Suggested Citation

  • Ahmet Ihsan Kaya & Lutfi Erden, 2023. "Capital‐flow volatility in emerging markets: A panel GARCH approach," International Finance, Wiley Blackwell, vol. 26(2), pages 172-188, August.
    • Handle: RePEc:bla:intfin:v:26:y:2023:i:2:p:172-188
    DOI: 10.1111/infi.12427
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/infi.12427
    Download Restriction: no
    File URL: https://libkey.io/10.1111/infi.12427?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
    ---><---

    References listed on IDEAS

    as
    1. Carmen M. Reinhart & Vincent Reinhart & Christoph Trebesch, 2016. "Global Cycles: Capital Flows, Commodities, and Sovereign Defaults, 1815-2015," American Economic Review, American Economic Association, vol. 106(5), pages 574-580, May.
    2. Chinn, Menzie D. & Ito, Hiro, 2006. "What matters for financial development? Capital controls, institutions, and interactions," Journal of Development Economics, Elsevier, vol. 81(1), pages 163-192, October.
    3. 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.
    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. Duc Hong Vo & Vuong Minh Nguyen & Phat Quang-Ton Le & Thach Ngoc Pham, 2019. "The Determinants Of Financial Instability In Emerging Countries," Annals of Financial Economics (AFE), World Scientific Publishing Co. Pte. Ltd., vol. 14(02), pages 1-19, June.
    6. Contessi, Silvio & De Pace, Pierangelo, 2009. "Do European capital flows comove?," The North American Journal of Economics and Finance, Elsevier, vol. 20(2), pages 145-161, August.
    7. Fernando Broner & Roberto Rigobon, 2004. "Why are capital flows so much more volatile in emerging than in developed countries?," Economics Working Papers 862, Department of Economics and Business, Universitat Pompeu Fabra.
    8. Rey, Hélène, 2015. "Dilemma not Trilemma: The Global Financial Cycle and Monetary Policy Independence," CEPR Discussion Papers 10591, C.E.P.R. Discussion Papers.
    9. 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.
    10. 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.
    11. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    12. Ahmed, Shaghil & Zlate, Andrei, 2014. "Capital flows to emerging market economies: A brave new world?," Journal of International Money and Finance, Elsevier, vol. 48(PB), pages 221-248.
    13. Harold Glenn A. Valera & Mark J. Holmes & Gazi Hassan, 2017. "Stock market uncertainty and interest rate behaviour: a panel GARCH approach," Applied Economics Letters, Taylor & Francis Journals, vol. 24(11), pages 732-735, June.
    14. Christos Bouras & Christina Christou & Rangan Gupta & Tahir Suleman, 2020. "Geopolitical Risks, Returns, and Volatility in Emerging Stock Markets: Evidence from a Panel GARCH Model," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 55(8), pages 1841-1856, July.
    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. 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.
    17. Laura Alfaro & Sebnem Kalemli-Ozcan & Vadym Volosovych, 2007. "Capital Flows in a Globalized World: The Role of Policies and Institutions," NBER Chapters, in: Capital Controls and Capital Flows in Emerging Economies: Policies, Practices, and Consequences, pages 19-72, National Bureau of Economic Research, Inc.
    18. Rogelio V. Mercado & Cyn-Young Park, 2011. "What Drives Different Types of Capital Flows and their Volatilities in Developing Asia?," International Economic Journal, Taylor & Francis Journals, vol. 25(4), pages 655-680, December.
    19. Lee, Hyun-Hoon & Park, Cyn-Young & Byun, Hyung-suk, 2013. "Do contagion effects exist in capital flow volatility?," Journal of the Japanese and International Economies, Elsevier, vol. 30(C), pages 76-95.
    20. Bekaert, Geert & Harvey, Campbell R., 1997. "Emerging equity market volatility," Journal of Financial Economics, Elsevier, vol. 43(1), pages 29-77, January.
    21. Neumann, Rebecca M. & Penl, Ron & Tanku, Altin, 2009. "Volatility of capital flows and financial liberalization: Do specific flows respond differently?," International Review of Economics & Finance, Elsevier, vol. 18(3), pages 488-501, June.
    22. Fernando A. Broner & Roberto Rigobon, 2006. "Why Are Capital Flows So Much Volatile in Merging Than in Developed Countries?," Central Banking, Analysis, and Economic Policies Book Series, in: Ricardo Caballero & César Calderón & Luis Felipe Céspedes & Norman Loayza (Series Editor) & Klaus Sc (ed.),External Vulnerability and Preventive Policies, edition 1, volume 10, chapter 2, pages 015-040, Central Bank of Chile.
    23. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    24. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    25. Maddala, G S & Wu, Shaowen, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 631-652, Special I.
    26. Rodolfo Cermeño & Kevin B. Grier, 2006. "Conditional Heteroskedasticity and Cross-Sectional Dependence in Panel Data: An Empirical Study of Inflation Uncertainty in the G7 countries," Contributions to Economic Analysis, in: Panel Data Econometrics Theoretical Contributions and Empirical Applications, pages 259-277, Emerald Group Publishing Limited.
    27. Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, vol. 50(4), pages 987-1007, July.
    Full references (including those not matched with items on IDEAS)

    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. Shiyi Wang, 2019. "Capital Flow Volatility: The Effects of Financial Development and Global Financial Conditions," 2019 Papers pwa945, Job Market Papers.
    2. Belke, Ansgar & Volz, Ulrich, 2018. "Capital flows to emerging market and developing economies: global liquidity and uncertainty versus country-specific pull factors," IDOS Discussion Papers 23/2018, German Institute of Development and Sustainability (IDOS).
    3. Opperman, Pieter & Adjasi, Charles Komla Delali, 2017. "The determinants of private capital flow volatility in Sub-Saharan African countries," Research in International Business and Finance, Elsevier, vol. 42(C), pages 312-320.
    4. 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.
    5. Rogelio V. Mercado, 2023. "Bilateral capital flows: Gravity, push and pull," International Finance, Wiley Blackwell, vol. 26(1), pages 36-63, April.
    6. Maria Sole Pagliari & Mrs. Swarnali A Hannan, 2017. "The Volatility of Capital Flows in Emerging Markets: Measures and Determinants," IMF Working Papers 2017/041, International Monetary Fund.
    7. Eller, Markus & Huber, Florian & Schuberth, Helene, 2020. "How important are global factors for understanding the dynamics of international capital flows?," Journal of International Money and Finance, Elsevier, vol. 109(C).
    8. Duran, Hasan Engin & Ferreira-Lopes, Alexandra, 2022. "The Revival Of The Feldstein-Horioka Puzzle And Moderation Of Capital Flows After The Global Financial Crisis (2008/09)," Research in International Business and Finance, Elsevier, vol. 60(C).
    9. Grzegorz Tchorek & Michał Brzozowski & Paweł Śliwiński, 2017. "Determinants of capital flows to emerging and advanced economies between 1990 and 2011," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 16(1), pages 17-48, April.
    10. 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.
    11. Xichen Wang & Cheng Yan, 2022. "Does the Relative Importance of the Push and Pull Factors of Foreign Capital Flows Vary Across Quantiles?," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 70(2), pages 252-299, June.
    12. Carmen Broto & Javier Díaz-Cassou & Aitor Erce-Domínguez, 2008. "The Sources of Capital Flows Volatility: Empirical Evidence for Emerging Countries," Money Affairs, CEMLA, vol. 0(1), pages 93-128, January-J.
    13. Ibrahim D. Raheem & Sara le Roux & Simplice A. Asongu, 2019. "The Role of Asymmetry and Uncertainties in the Capital Flows- Economic Growth Nexus," Research Africa Network Working Papers 19/047, Research Africa Network (RAN).
    14. Christian Friedrich & Pierre Guérin, 2020. "The Dynamics of Capital Flow Episodes," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 52(5), pages 969-1003, August.
    15. Diego Bastourre & Jorge Carrera & Javier Ibarlucia, 2008. "Commodity Prices in Argentina. What Does Move the Wind?," Money Affairs, CEMLA, vol. 0(1), pages 1-30, January-J.
    16. Jorge Lorca, 2021. "Capital Flows and Emerging Markets Fluctuations," Working Papers Central Bank of Chile 898, Central Bank of Chile.
    17. Kazeem Abimbola Sanusi & Forget Mingiri Kapingura, 2022. "Drivers of capital inflow: Does global uncertainty matter?," Cogent Business & Management, Taylor & Francis Journals, vol. 9(1), pages 2124596-212, December.
    18. Lee, Hyun-Hoon & Park, Cyn-Young & Byun, Hyung-suk, 2013. "Do contagion effects exist in capital flow volatility?," Journal of the Japanese and International Economies, Elsevier, vol. 30(C), pages 76-95.
    19. 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.
    20. Xiomara Archibald & Denny Lewis-Bynoe & Winston Moore, 2008. "Labour Market Flexibility in Small Island Developing States," Money Affairs, CEMLA, vol. 0(1), pages 73-91, January-J.

    More about this item

    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:bla:intfin:v:26:y:2023:i:2:p:172-188. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=1367-0271 .

    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.