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The evolution and heterogeneity of credit procyclicality in Central and Eastern Europe

Author

Listed:
  • Juan Carlos Cuestas
  • Yannick Lucotte

    (LEO - Laboratoire d'Économie d'Orleans - UO - Université d'Orléans - UT - Université de Tours)

  • Nicolas Reigl

Abstract

This paper presents empirical estimates of bank credit procyclicality for a sample of 11 Central and Eastern Europe countries (CEECs) for the period 2000Q1–2016Q4. In the first step we estimate a traditional-type panel VAR model and analyse the evolution of credit procyclicality in the CEECs by comparing the impulse response functions for different business cycle periods. The results confirm the existence of credit procyclicality in CEECs and show that procyclicality is higher during boom periods. Furthermore we observe the heterogeneity of credit procyclicality in the different countries in our sample. To explain the cross-country heterogeneity in credit procyclicality we construct an interacted panel VAR model (IPVAR) and analyse whether bank level competition, proxied by the aggregate Lerner index, constitutes a driving force of credit procyclicality. Our findings indicate that bank competition affects credit procyclicality and explains the differences in credit dynamics across CEECs. Specifically we show that the reaction of credit to a GDP shock is on average higher in a less competitive banking market.
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Suggested Citation

  • Juan Carlos Cuestas & Yannick Lucotte & Nicolas Reigl, 2022. "The evolution and heterogeneity of credit procyclicality in Central and Eastern Europe," Post-Print hal-03550030, HAL.
    • Handle: RePEc:hal:journl:hal-03550030
    DOI: 10.1002/ijfe.2183
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    as
    1. Presbitero, Andrea F. & Zazzaro, Alberto, 2011. "Competition and relationship lending: Friends or foes?," Journal of Financial Intermediation, Elsevier, vol. 20(3), pages 387-413, July.
    2. Bouvatier, Vincent & López-Villavicencio, Antonia & Mignon, Valérie, 2012. "Does the banking sector structure matter for credit procyclicality?," Economic Modelling, Elsevier, vol. 29(4), pages 1035-1044.
    3. Lown, Cara & Morgan, Donald P., 2006. "The Credit Cycle and the Business Cycle: New Findings Using the Loan Officer Opinion Survey," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(6), pages 1575-1597, September.
    4. Leroy, Aurélien & Lucotte, Yannick, 2019. "Competition and credit procyclicality in European banking," Journal of Banking & Finance, Elsevier, vol. 99(C), pages 237-251.
    5. Enrique G. Mendoza & Marco E. Terrones, 2008. "An Anatomy Of Credit Booms: Evidence From Macro Aggregates And Micro Data," NBER Working Papers 14049, National Bureau of Economic Research, Inc.
    6. Patrick Bolton & Xavier Freixas & Leonardo Gambacorta & Paolo Emilio Mistrulli, 2016. "Relationship and Transaction Lending in a Crisis," The Review of Financial Studies, Society for Financial Studies, vol. 29(10), pages 2643-2676.
    7. Akins, Brian & Li, Lynn & Ng, Jeffrey & Rusticus, Tjomme O., 2016. "Bank Competition and Financial Stability: Evidence from the Financial Crisis," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 51(1), pages 1-28, February.
    8. 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.
    9. Adam Gersl & Jakub Seidler, 2012. "Excessive Credit Growth and Countercyclical Capital Buffers in Basel III: An Empirical Evidence from Central and East European Countries," ACTA VSFS, University of Finance and Administration, vol. 6(2), pages 91-107.
    10. Gabriel Jiménez & Jesús Saurina, 2006. "Credit Cycles, Credit Risk, and Prudential Regulation," International Journal of Central Banking, International Journal of Central Banking, vol. 2(2), May.
    11. Athanasoglou, Panayiotis P. & Daniilidis, Ioannis & Delis, Manthos D., 2014. "Bank procyclicality and output: Issues and policies," Journal of Economics and Business, Elsevier, vol. 72(C), pages 58-83.
    12. 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.
    13. Yishay Yafeh & Oved Yosha, 2001. "Industrial Organization of Financial Systems and Strategic Use of Relationship Banking," Review of Finance, European Finance Association, vol. 5(1-2), pages 63-78.
    14. Arnoud W. A. Boot & Anjan V. Thakor, 2000. "Can Relationship Banking Survive Competition?," Journal of Finance, American Finance Association, vol. 55(2), pages 679-713, April.
    15. Pesaran, M. Hashem & Smith, Ron, 1995. "Estimating long-run relationships from dynamic heterogeneous panels," Journal of Econometrics, Elsevier, vol. 68(1), pages 79-113, July.
    16. Jokipii, Terhi & Milne, Alistair, 2008. "The cyclical behaviour of European bank capital buffers," Journal of Banking & Finance, Elsevier, vol. 32(8), pages 1440-1451, August.
    17. 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.
    18. Bassett, William F. & Chosak, Mary Beth & Driscoll, John C. & Zakrajšek, Egon, 2014. "Changes in bank lending standards and the macroeconomy," Journal of Monetary Economics, Elsevier, vol. 62(C), pages 23-40.
    19. Mise, Emi & Kim, Tae-Hwan & Newbold, Paul, 2005. "On suboptimality of the Hodrick-Prescott filter at time series endpoints," Journal of Macroeconomics, Elsevier, vol. 27(1), pages 53-67, March.
    20. Allen N. Berger & Timothy H. Hannan, 1998. "The Efficiency Cost Of Market Power In The Banking Industry: A Test Of The "Quiet Life" And Related Hypotheses," The Review of Economics and Statistics, MIT Press, vol. 80(3), pages 454-465, August.
    21. repec:cii:cepiie:2015-q1-141-70 is not listed on IDEAS
    22. Franklin Allen & Elena Carletti & Robert Marquez, 2011. "Credit Market Competition and Capital Regulation," The Review of Financial Studies, Society for Financial Studies, vol. 24(4), pages 983-1018.
    23. 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.
    24. Claudio Borio & Craig Furfine & Philip Lowe, 2001. "Procyclicality of the financial system and financial stability: issues and policy options," BIS Papers chapters, in: Bank for International Settlements (ed.), Marrying the macro- and micro-prudential dimensions of financial stability, volume 1, pages 1-57, Bank for International Settlements.
    25. Caminal, Ramon & Matutes, Carmen, 2002. "Market power and banking failures," International Journal of Industrial Organization, Elsevier, vol. 20(9), pages 1341-1361, November.
    26. Anginer, Deniz & Demirguc-Kunt, Asli & Zhu, Min, 2014. "How does competition affect bank systemic risk?," Journal of Financial Intermediation, Elsevier, vol. 23(1), pages 1-26.
    27. repec:cii:cepiei:2015-q1-141-7 is not listed on IDEAS
    28. √Íscar Jord√Ä & Moritz Schularick & Alan M. Taylor, 2013. "When Credit Bites Back," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(s2), pages 3-28, December.
    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. Juan Carlos Cuestas & Yannick Lucotte & Nicolas Reigl, 2020. "Banking sector concentration, competition and financial stability: the case of the Baltic countries," Post-Communist Economies, Taylor & Francis Journals, vol. 32(2), pages 215-249, February.
    31. Aurélien Leroy & Yannick Lucotte, 2015. "Heterogeneous monetary transmission process in the Eurozone: Does banking competition matter?," International Economics, CEPII research center, issue 141, pages 115-134.
    32. Uhde, André & Heimeshoff, Ulrich, 2009. "Consolidation in banking and financial stability in Europe: Empirical evidence," Journal of Banking & Finance, Elsevier, vol. 33(7), pages 1299-1311, July.
    33. Allen N. Berger & Leora F. Klapper & Rima Turk-Ariss, 2017. "Bank competition and financial stability," Chapters, in: Jacob A. Bikker & Laura Spierdijk (ed.), Handbook of Competition in Banking and Finance, chapter 10, pages 185-204, Edward Elgar Publishing.
    34. Morten O. Ravn & Harald Uhlig, 2002. "On adjusting the Hodrick-Prescott filter for the frequency of observations," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 371-375.
    35. Pedersen, Torben Mark, 2001. "The Hodrick-Prescott filter, the Slutzky effect, and the distortionary effect of filters," Journal of Economic Dynamics and Control, Elsevier, vol. 25(8), pages 1081-1101, August.
    36. Leroy, Aurélien & Lucotte, Yannick, 2019. "Competition and credit procyclicality in European banking," Journal of Banking & Finance, Elsevier, vol. 99(C), pages 237-251.
    37. Towbin, Pascal & Weber, Sebastian, 2013. "Limits of floating exchange rates: The role of foreign currency debt and import structure," Journal of Development Economics, Elsevier, vol. 101(C), pages 179-194.
    38. Mathias Drehmann & Kostas Tsatsaronis, 2014. "The credit-to-GDP gap and countercyclical capital buffers: questions and answers," BIS Quarterly Review, Bank for International Settlements, March.
    39. Giovanni Dell'Ariccia & Robert Marquez, 2006. "Lending Booms and Lending Standards," Journal of Finance, American Finance Association, vol. 61(5), pages 2511-2546, October.
    40. Adam Geršl & Jakub Seidler, 2012. "Credit Growth and Countercyclical Capital Buffers: Empirical Evidence from Central and Eastern European Countries," Working Papers IES 2012/3, Charles University Prague, Faculty of Social Sciences, Institute of Economic Studies, revised Feb 2012.
    41. Claudio Borio, 2014. "The financial cycle and macroeconomics: what have we learned and what are the policy implications?," Chapters, in: Ewald Nowotny & Doris Ritzberger-Grünwald & Peter Backé (ed.), Financial Cycles and the Real Economy, chapter 2, pages 10-35, Edward Elgar Publishing.
    42. Hume, Michael & Sentance, Andrew, 2009. "The global credit boom: Challenges for macroeconomics and policy," Journal of International Money and Finance, Elsevier, vol. 28(8), pages 1426-1461, December.
    43. John H. Boyd & Gianni De Nicoló, 2005. "The Theory of Bank Risk Taking and Competition Revisited," Journal of Finance, American Finance Association, vol. 60(3), pages 1329-1343, June.
    44. Allen N. Berger & Asli Demirgüč-Kunt & Joseph G. Haubrich & Ross Levine, 2004. "Introduction: Bank concentration and competition: an evolution in the making," Proceedings, Federal Reserve Bank of Cleveland, pages 433-451.
    45. Berger, Allen N, et al, 2004. "Bank Concentration and Competition: An Evolution in the Making," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(3), pages 433-451, June.
    46. Albertazzi, Ugo & Gambacorta, Leonardo, 2009. "Bank profitability and the business cycle," Journal of Financial Stability, Elsevier, vol. 5(4), pages 393-409, December.
    47. Borio, Claudio, 2014. "The financial cycle and macroeconomics: What have we learnt?," Journal of Banking & Finance, Elsevier, vol. 45(C), pages 182-198.
    48. Katrin Assenmacher-Wesche & Stefan Gerlach, 2008. "Monetary policy, asset prices and macroeconomic conditions : a panel-VAR study," Working Paper Research 149, National Bank of Belgium.
    49. 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.
    50. Klaus Schaeck & Martin Cihák, 2012. "Banking Competition and Capital Ratios," European Financial Management, European Financial Management Association, vol. 18(5), pages 836-866, November.
    51. Leonardo Gambacorta, 2016. "Relationship and Transaction Lending: New Evidence and Perspectives," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 52(1), pages 70-75, January.
    52. Philip Lowe & Claudio Borio, 2002. "Asset prices, financial and monetary stability: exploring the nexus," BIS Working Papers 114, Bank for International Settlements.
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    More about this item

    JEL classification:

    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E51 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Money Supply; Credit; Money Multipliers
    • G20 - Financial Economics - - Financial Institutions and Services - - - General
    • D40 - Microeconomics - - Market Structure, Pricing, and Design - - - General
    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models

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