IDEAS home Printed from https://ideas.repec.org/p/rbp/wpaper/2013-011.html
   My bibliography  Save this paper

Identificación de Episodios de Auge Crediticio: Una propuesta Metodológica con Fundamentos Económicos

Author

Listed:
  • Lahura, Erick

    (Banco Central de Reserva del Perú)

  • Chang, Giancarlo

    (Banco Central de Reserva del Perú)

  • Salazar, Oscar

    (Banco Central de Reserva del Perú)

Abstract

Se propone una metodología alternativa de identificación de episodios de auge crediticio que incorpora fundamentos económicos. Un episodio de auge crediticio se define como un período durante el cual la trayectoria del nivel de crédito se desvía "en exceso" respecto de su "tendencia", luego de registrar un período de crecimiento persistente. La metodología propuesta consiste en modelar las desviaciones del crédito respecto de su tendencia en función de: (i) variables económicas fundamentales, y (ii) una variable (de estado) no observable que mide el componente de las desviaciones del crédito que no está asociado a sus fundamentos. La ecuación de crédito se estima a partir de su representación estado-espacio (SS) a través del filtro de Kalman (FK). La metodología propuesta se aplica al caso peruano utilizando información mensual para el período enero 1994-setiembre 2012. Los resultados permiten identificar dos posibles episodios de auge crediticio en el Perú, cuyos puntos máximos se alcanzaron en noviembre del 2008 y mayo del 2011, respectivamente.

Suggested Citation

  • 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.
  • Handle: RePEc:rbp:wpaper:2013-011
    as

    Download full text from publisher

    File URL: https://www.bcrp.gob.pe/docs/Publicaciones/Documentos-de-Trabajo/2013/documento-de-trabajo-11-2013.pdf
    File Function: Application/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. Aghion, Philippe & Bacchetta, Philippe & Banerjee, Abhijit, 1999. "Capital Markets and the Instability of Open Economies," CEPR Discussion Papers 2083, C.E.P.R. Discussion Papers.
    3. Peter Backé & Balázs Égert, 2006. "Credit Growth in Central and Eastern Europe: New (Over)Shooting Stars?," Focus on European Economic Integration, Oesterreichische Nationalbank (Austrian Central Bank), issue 1, pages 112-139.
    4. 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.
    5. Daniel Ottens & Edwin Lambregts & Steven Poelhekke, 2005. "Credit Booms in Emerging Market Economies: A Recipe for Banking Crises?," DNB Working Papers 046, Netherlands Central Bank, Research Department.
    6. Carmen M. Reinhart & Vincent R. Reinhart, 2009. "Capital Flow Bonanzas: An Encompassing View of the Past and Present," NBER International Seminar on Macroeconomics, University of Chicago Press, vol. 5(1), pages 9-62.
    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. James B. Ang, 2008. "A Survey Of Recent Developments In The Literature Of Finance And Growth," Journal of Economic Surveys, Wiley Blackwell, vol. 22(3), pages 536-576, July.
    9. Ross Levine & Norman Loayza & Thorsten Beck, 2002. "Financial Intermediation and Growth: Causality and Causes," Central Banking, Analysis, and Economic Policies Book Series, in: Leonardo Hernández & Klaus Schmidt-Hebbel & Norman Loayza (Series Editor) & Klaus Schmidt-Hebbel (Se (ed.),Banking, Financial Integration, and International Crises, edition 1, volume 3, chapter 2, pages 031-084, Central Bank of Chile.
    10. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 717-737.
    11. Gergely Kiss & Márton Nagy & Balázs Vonnák, 2006. "Credit Growth in Central and Eastern Europe: Convergence or Boom?," MNB Working Papers 2006/10, Magyar Nemzeti Bank (Central Bank of Hungary).
    12. Coudert, V. & Pouvelle, C., 2008. "Is credit growth in central and eastern European countries excessive?," Quarterly selection of articles - Bulletin de la Banque de France, Banque de France, issue 13, pages 63-102, Autumn.
    13. Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer & Robert W. Vishny, 1998. "Law and Finance," Journal of Political Economy, University of Chicago Press, vol. 106(6), pages 1113-1155, December.
    14. Mr. Bas B. Bakker & Mr. Giovanni Dell'Ariccia & Mr. Luc Laeven & Mr. Jerome Vandenbussche & Ms. Deniz O Igan & Mr. Hui Tong, 2012. "Policies for Macrofinancial Stability: How to Deal with Credit Booms," IMF Staff Discussion Notes 2012/006, International Monetary Fund.
    15. Levine, Ross, 2005. "Finance and Growth: Theory and Evidence," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 12, pages 865-934, Elsevier.
    16. Orrego, Fabrizio, 2009. "Una nota sobre el crecimiento del crédito al sector privado en el Perú," Working Papers 2009-002, Banco Central de Reserva del Perú.
    17. Aaron Tornell & Frank Westermann, 2005. "Boom-Bust Cycles and Financial Liberalization," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262201593, December.
    18. Aghion, Philippe & Bacchetta, Philippe & Banerjee, Abhijit, 2004. "Financial development and the instability of open economies," Journal of Monetary Economics, Elsevier, vol. 51(6), pages 1077-1106, September.
    19. Frédéric Boissay & Oscar Calvo-Gonzalez & Tomasz Kozluk, 2006. "Is Lending in Central and Eastern Europe Developing Too Fast?," Chapters, in: Klaus Liebscher & Josef Christl & Peter Mooslechner & Doris Ritzberger-Grünwald (ed.), Financial Development, Integration and Stability, chapter 14, Edward Elgar Publishing.
    20. 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.
    21. Benhabib, Jess & Spiegel, Mark M, 2000. "The Role of Financial Development in Growth and Investment," Journal of Economic Growth, Springer, vol. 5(4), pages 341-360, December.
    22. Sa, S., 2006. "Capital flows and credit booms in emerging market economies?," Financial Stability Review, Banque de France, issue 9, pages 49-66, December.
    23. Jeffrey Frankel & Christopher Pissarides, 2009. "NBER International Seminar on Macroeconomics 2008," NBER Books, National Bureau of Economic Research, Inc, number fran08-1, May.
    24. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. María Victoria Landaberry, 2019. "Boom de crédito en Uruguay: Identificación y Anticipación," Documentos de trabajo 2019001, Banco Central del Uruguay.

    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. Branimir Jovanovic & Egzona Hani & Ljupka Georgievska, 2017. "Post-crisis credit slowdown in South-East Europe: return to normality?," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 44(4), pages 733-780, November.
    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. Dušan Stojanović & Danilo Stojanović, 2015. "Excessive Credit Growth Or Catching Up Process: The Case Of Central, Eastern And Southeastern European Countries," Economic Annals, Faculty of Economics and Business, University of Belgrade, vol. 60(206), pages 7-44, July - Se.
    4. Loayza,Norman V. & Ouazad,Amine & Ranciere,Romain, 2017. "Financial development, growth, and crisis: is there a trade-off ?," Policy Research Working Paper Series 8237, The World Bank.
    5. 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.
    6. Bianchi, Benedetta, 2018. "Structural credit ratios," ESRB Working Paper Series 85, European Systemic Risk Board.
    7. Gründler, Klaus & Weitzel, Jan, 2013. "The financial sector and economic growth in a panel of countries," Discussion Paper Series 123, Julius Maximilian University of Würzburg, Chair of Economic Order and Social Policy.
    8. Coudert, V. & Pouvelle, C., 2008. "Is credit growth in central and eastern European countries excessive?," Quarterly selection of articles - Bulletin de la Banque de France, Banque de France, issue 13, pages 63-102, Autumn.
    9. Huang, Ho-Chuan (River) & Fang, WenShwo & Miller, Stephen M., 2014. "Does financial development volatility affect industrial growth volatility?," International Review of Economics & Finance, Elsevier, vol. 29(C), pages 307-320.
    10. Rodrigo Barbone Gonzalez & Joaquim Lima & Leonardo Marinho, 2015. "Countercyclical Capital Buffers: bayesian estimates and alternatives focusing on credit growth," Working Papers Series 384, Central Bank of Brazil, Research Department.
    11. Ryszard Kata & Malgorzata Wosiek, 2020. "Capital Mobility as a Reason for Credit Booms in the Eurozone," European Research Studies Journal, European Research Studies Journal, vol. 0(4), pages 718-738.
    12. Elena Naumovska & Mihail Petkovski & Iskra Stanceva - Gigov, 2015. "Estimation Of The "Normal" Credit Growth In The Republic Of Macedonia With Regards To The Economic Fundamentals," Journal Articles, Center For Economic Analyses, pages 47-56, June.
    13. Frankel, Jeffrey, 2010. "Monetary Policy in Emerging Markets," Handbook of Monetary Economics, in: Benjamin M. Friedman & Michael Woodford (ed.), Handbook of Monetary Economics, edition 1, volume 3, chapter 25, pages 1439-1520, Elsevier.
    14. Mr. Marco Arena & Serpil Bouza & Ms. Era Dabla-Norris & Mrs. Kerstin Gerling & Lamin Njie, 2015. "Credit Booms and Macroeconomic Dynamics: Stylized Facts and Lessons for Low-Income Countries," IMF Working Papers 2015/011, International Monetary Fund.
    15. Wang, Wei & Yang, Haoxi & Wang, Xi, 2023. "Financial development and wage income: Evidence from the global football market," Journal of Banking & Finance, Elsevier, vol. 149(C).
    16. W.N.W Azman‐Saini & Peter Smith, 2011. "Finance And Growth: New Evidence On The Role Of Insurance," South African Journal of Economics, Economic Society of South Africa, vol. 79(2), pages 111-127, June.
    17. 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.
    18. Jean-Pierre Allegret & Sana Azzabi, 2014. "Intégration financière internationale et croissance économique dans les pays émergents et en développement : le canal du développement financier," Revue d’économie du développement, De Boeck Université, vol. 22(3), pages 27-68.
    19. 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.
    20. Akhilesh K. Verma & Rajeswari Sengupta, 2021. "Interlinkages between external debt financing, credit cycles and output fluctuations in emerging market economies," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 157(4), pages 965-1001, November.

    More about this item

    Keywords

    Auge crediticio; crédito; filtro de Kalman;
    All these keywords.

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:rbp:wpaper:2013-011. 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: Research Unit (email available below). General contact details of provider: https://edirc.repec.org/data/bcrgvpe.html .

    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.