IDEAS home Printed from https://ideas.repec.org/a/ejn/ejefjr/v8y2020i4p231-245.html
   My bibliography  Save this article

Implications of Capital Flows for Domestic Credit Growth: Evidence from Panel Data Analysis

Author

Listed:
  • Aylin Soydan

    (Istanbul Okan University, Turkey)

  • Serap Bedir Kara

    (Erzurum Technical University, Turkey)

Abstract

Following the 2007-2009 global crisis, high credit growth became an issue of concern with an emphasis on its relationship with capital flows. It is argued that large and volatile international capital flows lead to credit expansion, which in turn, may cause economic and financial instabilities when it reaches excessive levels, particularly in developing countries. This paper aims to investigate the association between credit growth and capital inflows in the context of developing countries by using panel data analysis. The methodology employed in the study offers a number advantages by allowing for heterogeneity and cross-sectional dependence in the panel, while also considering the endogeneity issue. The overall results of the study provides evidence for the impact of capital inflows, more particularly other capital inflows, on credit growth in the sample. This finding suggests a more direct relationship between capital inflows and credit creation as other inflows mostly comprise international banking and trade credits. It is not surprising given the fact that banking sector has a critical role in the financial systems of developing countries. The significance of international dimension for credit creation through other capital inflows and the intermediary role of the banking system should have monetary policy implications, in the macroprudential or more conventional fashion.

Suggested Citation

  • Aylin Soydan & Serap Bedir Kara, 2020. "Implications of Capital Flows for Domestic Credit Growth: Evidence from Panel Data Analysis," Eurasian Journal of Economics and Finance, Eurasian Publications, vol. 8(4), pages 231-245.
  • Handle: RePEc:ejn:ejefjr:v:8:y:2020:i:4:p:231-245
    as

    Download full text from publisher

    File URL: https://eurasianpublications.com/wp-content/uploads/2021/02/EJEF-8.4.4.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Virginie Coudert & Cyril Pouvelle, 2010. "Assessing the Sustainability of Credit Growth: The case of Central and Eastern European Countries," European Journal of Comparative Economics, Cattaneo University (LIUC), vol. 7(1), pages 87-120, June.
    2. Furceri, Davide & Guichard, Stéphanie & Rusticelli, Elena, 2012. "The effect of episodes of large capital inflows on domestic credit," The North American Journal of Economics and Finance, Elsevier, vol. 23(3), pages 325-344.
    3. L. Gauvin & R. Jimborean & J. Ramos Tallada, 2017. "Capital inflows and credit growth: where do we stand?," Rue de la Banque, Banque de France, issue 38, february..
    4. Philip R. Lane & Peter McQuade, 2014. "Domestic Credit Growth and International Capital Flows," Scandinavian Journal of Economics, Wiley Blackwell, vol. 116(1), pages 218-252, January.
    5. Rafael E. De Hoyos & Vasilis Sarafidis, 2006. "Testing for cross-sectional dependence in panel-data models," Stata Journal, StataCorp LP, vol. 6(4), pages 482-496, December.
    6. Aizenman, Joshua & Jinjarak, Yothin, 2009. "Current account patterns and national real estate markets," Journal of Urban Economics, Elsevier, vol. 66(2), pages 75-89, September.
    7. Pierre-Olivier Gourinchas & Rodrigo Valdes & Oscar Landerretche, 2001. "Lending Booms: Latin America and the World," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Spring 20), pages 47-100, January.
    8. Jorg Breitung, 2005. "A Parametric approach to the Estimation of Cointegration Vectors in Panel Data," Econometric Reviews, Taylor & Francis Journals, vol. 24(2), pages 151-173.
    9. 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.
    10. Moritz Schularick & Alan M. Taylor, 2012. "Credit Booms Gone Bust: Monetary Policy, Leverage Cycles, and Financial Crises, 1870-2008," American Economic Review, American Economic Association, vol. 102(2), pages 1029-1061, April.
    11. Giovanni Dell’Ariccia & Deniz Igan & Luc Laeven, 2012. "Credit Booms and Lending Standards: Evidence from the Subprime Mortgage Market," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 44(2‐3), pages 367-384, March.
    12. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    13. Sa, Filipa & Wieladek, Tomasz, 2010. "Monetary policy, capital inflows and the housing boom," Bank of England working papers 405, Bank of England.
    14. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    15. Aaron Tornell & Frank Westermann, 2002. "Boom-Bust Cycles in Middle Income Countries: Facts and Explanation," IMF Staff Papers, Palgrave Macmillan, vol. 49(Special i), pages 111-155.
    16. Giovanni Dell'Ariccia & Robert Marquez, 2006. "Lending Booms and Lending Standards," Journal of Finance, American Finance Association, vol. 61(5), pages 2511-2546, October.
    17. Yilmaz Akyüz, 2014. "Internationalization of Finance and Changing Vulnerabilities in Emerging and Developing Economies," UNCTAD Discussion Papers 217, United Nations Conference on Trade and Development.
    18. Filipa Sá & Pascal Towbin & Tomasz Wieladek, 2014. "Capital Inflows, Financial Structure And Housing Booms," Journal of the European Economic Association, European Economic Association, vol. 12(2), pages 522-546, April.
    19. Ceyla Pazarbasioglu & Miss Gudrun Johnsen & Mr. Paul Louis Ceriel Hilbers & Ms. Inci Ötker, 2005. "Assessing and Managing Rapid Credit Growth and the Role of Supervisory and Prudential Policies," IMF Working Papers 2005/151, International Monetary Fund.
    20. Mr. Michael Mussa & Mr. Giovanni Dell'Ariccia & Mr. Barry J. Eichengreen & Ms. Enrica Detragiache, 1998. "Capital Account Liberalization: Theoretical and Practical Aspects," IMF Occasional Papers 1998/016, International Monetary Fund.
    21. Jan Ditzen, 2019. "xthst: Testing for slope homogeneity in Stata," CEERP Working Paper Series 011, Centre for Energy Economics Research and Policy, Heriot-Watt University.
    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. 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.
    2. Channarith Meng & Roberto Leon Gonzalez, 2017. "Credit Booms in Developing Countries: Are They Different from Those in Advanced and Emerging Market Countries?," Open Economies Review, Springer, vol. 28(3), pages 547-579, July.
    3. Thornton, John & Vasilakis, Chrysovalantis, 2023. "Bank regulations and surges and stops in credit: Panel evidence," Journal of Financial Stability, Elsevier, vol. 67(C).
    4. Juan Carlos Cuestas & Yannick Lucotte & Nicolas Reigl, 2022. "The evolution and heterogeneity of credit procyclicality in Central and Eastern Europe," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 911-942, January.
    5. Bas B. Bakker & Giovanni Dell'Ariccia & Luc Laeven & Jérôme Vandenbussche & Deniz O Igan & Hui Tong, 2012. "Policies for Macrofinancial Stability; How to Deal with Credit Booms," IMF Staff Discussion Notes 12/06, International Monetary Fund.
    6. Selim Elekdag & Yiqun Wu, 2013. "Rapid Credit Growth in Emerging Markets: Boon or Boom-Bust?," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 49(5), pages 45-62, September.
    7. Enrique G. Mendoza & Marco E. Terrones, 2014. "An Anatomy of Credit Booms and their Demise," Central Banking, Analysis, and Economic Policies Book Series, in: Miguel Fuentes D. & Claudio E. Raddatz & Carmen M. Reinhart (ed.),Capital Mobility and Monetary Policy, edition 1, volume 18, chapter 6, pages 165-204, Central Bank of Chile.
    8. Gozgor, Giray, 2014. "Determinants of domestic credit levels in emerging markets: The role of external factors," Emerging Markets Review, Elsevier, vol. 18(C), pages 1-18.
    9. Avdjiev, Stefan & Binder, Stephan & Sousa, Ricardo, 2021. "External debt composition and domestic credit cycles," Journal of International Money and Finance, Elsevier, vol. 115(C).
    10. Alper Yılmaz, 2023. "Carbon emissions effect of trade openness and energy consumption in Sub-Saharan Africa," SN Business & Economics, Springer, vol. 3(2), pages 1-28, February.
    11. Maciej Albinowski, 2022. "The role of fractional-reserve banking in amplifying credit booms: Evidence from panel data," The Review of Austrian Economics, Springer;Society for the Development of Austrian Economics, vol. 35(1), pages 63-88, March.
    12. Mr. Selim A Elekdag & Mr. Yiqun Wu, 2011. "Rapid Credit Growth: Boon or Boom-Bust?," IMF Working Papers 2011/241, International Monetary Fund.
    13. Castroa, Vitor & Kubota, Megumi, 2013. "Duration dependence and change-points in the likelihood of credit booms ending," Policy Research Working Paper Series 6475, The World Bank.
    14. Mikhail Stolbov, 2015. "Anatomy of international banking crises at the onset of the Great Recession," International Economics and Economic Policy, Springer, vol. 12(4), pages 553-569, October.
    15. Daniel Carvalho & Etienne Lepers & Rogelio Jr Mercado, 2021. "Taming the "Capital Flows-Credit Nexus": A Sectoral Approach," Trinity Economics Papers tep0921, Trinity College Dublin, Department of Economics.
    16. Maciej Albinowski, 2017. "The role of fractional-reserve banking in amplifying credit booms: evidence from panel data," Working Papers 2016-024, Warsaw School of Economics, Collegium of Economic Analysis.
    17. Lahura, Erick & Chang, Giancarlo & Salazar, Oscar, 2013. "Identificación de Episodios de Auge Crediticio: Una propuesta Metodológica con Fundamentos Económicos," Working Papers 2013-011, Banco Central de Reserva del Perú.
    18. Li, Xiang & Su, Dan, 2022. "Surges and instability: The maturity shortening channel," Journal of International Economics, Elsevier, vol. 139(C).
    19. Castroa, Vitor & Kubota, Megumi, 2013. "Duration dependence and change-points in the likelihood of credit booms ending," Policy Research Working Paper Series 6475, The World Bank.
    20. Julian Caballero, 2012. "Do Surges in International Capital Inflows Influence the Likelihood of Banking Crises? Cross-Country Evidence on Bonanzas in Capital Inflows and Bonanza-Boom- Bust Cycles," Research Department Publications 4775, Inter-American Development Bank, Research Department.

    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:ejn:ejefjr:v:8:y:2020:i:4:p:231-245. 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: Esra Barakli (email available below). General contact details of provider: .

    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.