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Financial Fragility in Small Open Economies: Firm Balance Sheets and the Sectoral Structure

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  • Yannick Kalantzis

Abstract

Episodes of large capital inflows in small open economies are often associated with a shift of resources from the tradable to the non-tradable sector and sometimes lead to balance-of-payments crises. This article builds a two-sector dynamic model to study the evolution of the sectoral structure and its impact on financial fragility. The model embeds a static mechanism of balance-of-payments crisis which produces multiple equilibria within a single time period when the non-tradable sector is large enough compared to the tradable sector. The article studies the dynamics induced by an increase in financial openness. It shows that the relative size of the non-tradable sector overshoots, which makes the economy more likely to be financially fragile during the transitory dynamics. Using an extended version of the model, the article conducts a quantitative analysis and shows that this mechanism accounts well for several episodes of large capital inflows that led to financial crises.

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  • Yannick Kalantzis, 2015. "Financial Fragility in Small Open Economies: Firm Balance Sheets and the Sectoral Structure," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(3), pages 1194-1222.
  • Handle: RePEc:oup:restud:v:82:y:2015:i:3:p:1194-1222.
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    1. Yuriy Gorodnichenko & Enrique G. Mendoza & Linda L. Tesar, 2012. "The Finnish Great Depression: From Russia with Love," American Economic Review, American Economic Association, vol. 102(4), pages 1619-1644, June.
    2. Pol Antràs & Ricardo J. Caballero, 2009. "Trade and Capital Flows: A Financial Frictions Perspective," Journal of Political Economy, University of Chicago Press, vol. 117(4), pages 701-744, August.
    3. Aghion, Philippe & Bacchetta, Philippe & Banerjee, Abhijit, 2004. "A corporate balance-sheet approach to currency crises," Journal of Economic Theory, Elsevier, vol. 119(1), pages 6-30, November.
    4. Molina, Danielken & Roa, Monica, 2014. "The Effect of Credit on the Export Performance of Colombian Exporters," MPRA Paper 56137, University Library of Munich, Germany.
    5. Ariel Burstein & Martin Eichenbaum & Sergio Rebelo, 2005. "Large Devaluations and the Real Exchange Rate," Journal of Political Economy, University of Chicago Press, vol. 113(4), pages 742-784, August.
    6. Sungbae An & Frank Schorfheide, 2007. "Bayesian Analysis of DSGE Models—Rejoinder," Econometric Reviews, Taylor & Francis Journals, vol. 26(2-4), pages 211-219.
    7. Schmitt-Grohe, Stephanie & Uribe, Martin, 2003. "Closing small open economy models," Journal of International Economics, Elsevier, vol. 61(1), pages 163-185, October.
    8. Philippe Aghion & Abhijit Banerjee & Thomas Piketty, 1999. "Dualism and Macroeconomic Volatility," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(4), pages 1359-1397.
    9. Javier Garcia-Cicco & Roberto Pancrazi & Martin Uribe, 2010. "Real Business Cycles in Emerging Countries?," American Economic Review, American Economic Association, vol. 100(5), pages 2510-2531, December.
    10. Mark Gertler & Simon Gilchrist & Fabio M. Natalucci, 2007. "External Constraints on Monetary Policy and the Financial Accelerator," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(2‐3), pages 295-330, March.
    11. Christiano, Lawrence J. & Gust, Christopher & Roldos, Jorge, 2004. "Monetary policy in a financial crisis," Journal of Economic Theory, Elsevier, vol. 119(1), pages 64-103, November.
    12. 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.
    13. Martin Schneider & Aaron Tornell, 2004. "Balance Sheet Effects, Bailout Guarantees and Financial Crises," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 71(3), pages 883-913.
    14. Frankel, Jeffrey A. & Rose, Andrew K., 1996. "Currency Crashes in Emerging Markets: Empirical Indicators," Center for International and Development Economics Research (CIDER) Working Papers 233424, University of California-Berkeley, Department of Economics.
    15. Kaminsky, Graciela Laura & Schmukler, Sergio L., 2002. "Short-run pain, long-run gain : the effects of financial liberalization," Policy Research Working Paper Series 2912, The World Bank.
    16. Uribe, Martin & Yue, Vivian Z., 2006. "Country spreads and emerging countries: Who drives whom?," Journal of International Economics, Elsevier, vol. 69(1), pages 6-36, June.
    17. Paul Krugman, 1999. "Balance Sheets, the Transfer Problem, and Financial Crises," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 6(4), pages 459-472, November.
    18. Gianluca Benigno & Luca Fornaro, 2014. "The Financial Resource Curse," Scandinavian Journal of Economics, Wiley Blackwell, vol. 116(1), pages 58-86, January.
    19. Neumeyer, Pablo A. & Perri, Fabrizio, 2005. "Business cycles in emerging economies: the role of interest rates," Journal of Monetary Economics, Elsevier, vol. 52(2), pages 345-380, March.
    20. Pierre-Olivier Gourinchas & Maurice Obstfeld, 2012. "Stories of the Twentieth Century for the Twenty-First," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(1), pages 226-265, January.
    21. Ethan Ilzetzki & Carmen M Reinhart & Kenneth S Rogoff, 2019. "Exchange Arrangements Entering the Twenty-First Century: Which Anchor will Hold?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(2), pages 599-646.
    22. Sergio Rebelo & Carlos A. Végh, 1995. "Real Effects of Exchange-Rate-Based Stabilization: An Analysis of Competing Theories," NBER Chapters, in: NBER Macroeconomics Annual 1995, Volume 10, pages 125-188, National Bureau of Economic Research, Inc.
    23. Mr. Olivier D Jeanne, 2003. "Why Do Emerging Economies Borrow in Foreign Currency?," IMF Working Papers 2003/177, International Monetary Fund.
    24. Bernanke, Ben S. & Gertler, Mark & Gilchrist, Simon, 1999. "The financial accelerator in a quantitative business cycle framework," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 21, pages 1341-1393, Elsevier.
    25. V. V. Chari & Patrick J. Kehoe & Ellen R. McGrattan, 2007. "Business Cycle Accounting," Econometrica, Econometric Society, vol. 75(3), pages 781-836, May.
    26. Ricardo J Caballero & Guido Lorenzoni, 2014. "Persistent Appreciations and Overshooting: A Normative Analysis," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 62(1), pages 1-47, April.
    27. Michael Bruno & Jeffrey Sachs, 1982. "Energy and Resource Allocation: A Dynamic Model of the "Dutch Disease"," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 49(5), pages 845-859.
    28. Cristina Arellano, 2008. "Default Risk and Income Fluctuations in Emerging Economies," American Economic Review, American Economic Association, vol. 98(3), pages 690-712, June.
    29. 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.
    30. Pau Rabanal, 2009. "Inflation Differentials between Spain and the EMU: A DSGE Perspective," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 41(6), pages 1141-1166, September.
    31. International Monetary Fund, 2010. "A Historical Public Debt Database," IMF Working Papers 2010/245, International Monetary Fund.
    32. Sungbae An & Frank Schorfheide, 2007. "Bayesian Analysis of DSGE Models," Econometric Reviews, Taylor & Francis Journals, vol. 26(2-4), pages 113-172.
    33. J. B. Taylor & M. Woodford (ed.), 1999. "Handbook of Macroeconomics," Handbook of Macroeconomics, Elsevier, edition 1, volume 1, number 1.
    34. Diego Restuccia & Richard Rogerson, 2008. "Policy Distortions and Aggregate Productivity with Heterogeneous Plants," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 11(4), pages 707-720, October.
    35. Braggion, Fabio & Christiano, Lawrence J. & Roldos, Jorge, 2009. "Optimal monetary policy in a [`]sudden stop'," Journal of Monetary Economics, Elsevier, vol. 56(4), pages 582-595, May.
    36. Calvo, Guillermo A. & Vegh, Carlos A., 1999. "Inflation stabilization and bop crises in developing countries," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 24, pages 1531-1614, Elsevier.
    37. Lane, Philip R. & Milesi-Ferretti, Gian Maria, 2007. "The external wealth of nations mark II: Revised and extended estimates of foreign assets and liabilities, 1970-2004," Journal of International Economics, Elsevier, vol. 73(2), pages 223-250, November.
    38. Laurence Booth & Varouj Aivazian & Asli Demirguc‐Kunt & Vojislav Maksimovic, 2001. "Capital Structures in Developing Countries," Journal of Finance, American Finance Association, vol. 56(1), pages 87-130, February.
    39. Harold L. Cole & Timothy J. Kehoe, 2000. "Self-Fulfilling Debt Crises," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 67(1), pages 91-116.
    40. Uribe, Martin, 1997. "Exchange-rate-based inflation stabilization: The initial real effects of credible plans," Journal of Monetary Economics, Elsevier, vol. 39(2), pages 197-221, July.
    41. Mendoza, Enrique G. & Smith, Katherine A., 2006. "Quantitative implications of a debt-deflation theory of Sudden Stops and asset prices," Journal of International Economics, Elsevier, vol. 70(1), pages 82-114, September.
    42. Jeanne, Olivier, 2000. "Foreign currency debt and the global financial architecture," European Economic Review, Elsevier, vol. 44(4-6), pages 719-727, May.
    43. Corden, W Max & Neary, J Peter, 1982. "Booming Sector and De-Industrialisation in a Small Open Economy," Economic Journal, Royal Economic Society, vol. 92(368), pages 825-848, December.
    44. 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.
    45. Burstein, Ariel T. & Neves, Joao C. & Rebelo, Sergio, 2003. "Distribution costs and real exchange rate dynamics during exchange-rate-based stabilizations," Journal of Monetary Economics, Elsevier, vol. 50(6), pages 1189-1214, September.
    46. Frankel, Jeffrey A. & Rose, Andrew K., 1996. "Currency crashes in emerging markets: An empirical treatment," Journal of International Economics, Elsevier, vol. 41(3-4), pages 351-366, November.
    47. Frank Smets & Rafael Wouters, 2007. "Shocks and Frictions in US Business Cycles: A Bayesian DSGE Approach," American Economic Review, American Economic Association, vol. 97(3), pages 586-606, June.
    48. Juillard, Michel, 1996. "Dynare : a program for the resolution and simulation of dynamic models with forward variables through the use of a relaxation algorithm," CEPREMAP Working Papers (Couverture Orange) 9602, CEPREMAP.
    49. Andrew Atkeson & Patrick J. Kehoe, 2005. "Modeling and Measuring Organization Capital," Journal of Political Economy, University of Chicago Press, vol. 113(5), pages 1026-1053, October.
    50. Barry Eichengreen & Ricardo Hausmann, 1999. "Exchange rates and financial fragility," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 329-368.
    51. Guillermo A. Calvo & Ernesto Talvi, 2005. "Sudden Stop, Financial Factors and Economic Collpase in Latin America: Learning from Argentina and Chile," NBER Working Papers 11153, National Bureau of Economic Research, Inc.
    52. Lane, Philip & Milesi-Ferretti, Gian Maria, "undated". "External Wealth of Nations," Instructional Stata datasets for econometrics extwealth, Boston College Department of Economics.
    53. Michael Bruno & Jeffrey Sachs, 1982. "Energy and Resource Allocation: A Dynamic Model of the "Dutch Disease"," NBER Working Papers 0852, National Bureau of Economic Research, Inc.
    54. Mr. Brad Setser & Nouriel Roubini & Mr. Christian Keller & Mr. Mark Allen & Mr. Christoph B. Rosenberg, 2002. "A Balance Sheet Approach to Financial Crisis," IMF Working Papers 2002/210, International Monetary Fund.
    55. Mendoza, Enrique G, 1991. "Real Business Cycles in a Small Open Economy," American Economic Review, American Economic Association, vol. 81(4), pages 797-818, September.
    56. Gertler, Mark & Karadi, Peter, 2011. "A model of unconventional monetary policy," Journal of Monetary Economics, Elsevier, vol. 58(1), pages 17-34, January.
    57. Mr. Fabian Valencia & Mr. Luc Laeven, 2012. "Systemic Banking Crises Database: An Update," IMF Working Papers 2012/163, International Monetary Fund.
    58. Ricardo J. Caballero & Arvind Krishnamurthy, 2000. "Dollarization of Liabilities: Underinsurance and Domestic Financial Underdevelopment," NBER Working Papers 7792, National Bureau of Economic Research, Inc.
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    7. Benigno, Gianluca & Converse, Nathan & Fornaro, Luca, 2015. "Large capital inflows, sectoral allocation, and economic performance," Journal of International Money and Finance, Elsevier, vol. 55(C), pages 60-87.
    8. Chisiridis, Konstantinos & Mouratidis, Kostas & Panagiotidis, Theodore, 2022. "The north-south divide, the euro and the world," Journal of International Money and Finance, Elsevier, vol. 121(C).
    9. Sophie Piton, 2017. "Economic Integration and the Non-tradable Sector: The European Experience," 2017 Papers ppi361, Job Market Papers.
    10. Kónya, István & Váry, Miklós, 2024. "Which sectors go on when there is a sudden stop? An empirical analysis," Journal of International Money and Finance, Elsevier, vol. 146(C).
    11. Fernández-Gallardo, Álvaro & Lloyd, Simon & Manuel, Ed, 2023. "The transmission of macroprudential policy in the tails: evidence from a narrative approach," Bank of England working papers 1027, Bank of England.
    12. Mouhamadou Sy, 2016. "Overborrowing and Balance of Payments Imbalances in a Monetary Union," Review of International Economics, Wiley Blackwell, vol. 24(1), pages 67-98, February.
    13. Atif Mian & Amir Sufi, 2018. "Finance and Business Cycles: The Credit-Driven Household Demand Channel," Journal of Economic Perspectives, American Economic Association, vol. 32(3), pages 31-58, Summer.
    14. Stijn Claessens & M Ayhan Kose, 2018. "Frontiers of macrofinancial linkages," BIS Papers, Bank for International Settlements, number 95.
    15. Sophie Piton, 2017. "A European Disease? Non-tradable Inflation and Real Interest Rate Divergence," CESifo Economic Studies, CESifo Group, vol. 63(2), pages 210-234.
    16. Niels Gilbert & Sebastiaan Pool, 2020. "Sectoral allocation and macroeconomic imbalances in EMU," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 156(4), pages 945-984, November.
    17. Edouard Challe & Jose Ignacio Lopez & Eric Mengus, 2016. "Southern Europe's institutional decline," Working Papers hal-01331723, HAL.
    18. Teimouri, Sheida & Zietz, Joachim, 2018. "The impact of surges in net private capital inflows on manufacturing, investment, and unemployment," Journal of International Money and Finance, Elsevier, vol. 88(C), pages 158-170.
    19. Maria Tsiapa, 2023. "A holistic approach of the labour productivity slowdown in the regions of the European Union," Papers in Regional Science, Wiley Blackwell, vol. 102(3), pages 507-531, June.
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    More about this item

    JEL classification:

    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • F32 - International Economics - - International Finance - - - Current Account Adjustment; Short-term Capital Movements
    • F34 - International Economics - - International Finance - - - International Lending and Debt Problems
    • F43 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Economic Growth of Open Economies
    • O41 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - One, Two, and Multisector Growth Models

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