IDEAS home Printed from https://ideas.repec.org/p/bdr/borrec/861.html
   My bibliography  Save this paper

Consumer credit performance over the business cycle in Colombia: some empirical facts

Author

Listed:
  • Luis E. Arango
  • Lina Cardona-Sosa

Abstract

This paper studies the behavior of the survival function of accruing loans during the slowdown experienced by the Colombian economy between January-2008 and March-2009 as documented by Alfonso et al. (2013). We use a dataset with information of different vintage loans between July-2007 and March-2014 from a private credit union that operates in Medellín, the second largest city in Colombia, and its metropolitan area. The analysis suggests that the survival function of accruing loans reduces before and during the slowdown event: if the probability of survival at month ten of a consumer credit vintage is below the 97.5% and below 95% at month fifteen, the probability of a future slowdown is not negligible.

Suggested Citation

  • Luis E. Arango & Lina Cardona-Sosa, 2015. "Consumer credit performance over the business cycle in Colombia: some empirical facts," Borradores de Economia 861, Banco de la Republica de Colombia.
    • Handle: RePEc:bdr:borrec:861
    DOI: 10.32468/be.861
    as

    Download full text from publisher

    File URL: https://doi.org/10.32468/be.861
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Correa, Arnildo & Marins, Jaqueline & Neves, Myrian & da Silva, Antonio Carlos, 2014. "Credit Default and Business Cycles: An Empirical Investigation of Brazilian Retail Loans," Revista Brasileira de Economia - RBE, EPGE Brazilian School of Economics and Finance - FGV EPGE (Brazil), vol. 68(3), September.
    2. Viviana Alejandra Alfonso & Luis Eduardo Arango & Fernando Arias & José David Pulido, 2011. "Ciclos de negocios en Colombia: 1980-2010," Borradores de Economia 651, Banco de la Republica de Colombia.
    3. Juan Amador & José Gómez-González & Andrés Pabón, 2013. "Loan growth and bank risk: new evidence," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 27(4), pages 365-379, December.
    4. Jeffrey D. Sachs & Aaron Tornell & Andrés Velasco, 1996. "Financial Crises in Emerging Markets: The Lessons from 1995," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 27(1), pages 147-216.
    5. Frankel, Jeffrey & Saravelos, George, 2012. "Can leading indicators assess country vulnerability? Evidence from the 2008–09 global financial crisis," Journal of International Economics, Elsevier, vol. 87(2), pages 216-231.
    6. Herman Kamil & José David Pulido & José Luis Torres, 2010. "El IMACO": un índice mensual líder de la actividad económica en Colombia"," BORRADORES DE ECONOMIA 007129, BANCO DE LA REPÚBLICA.
    7. Gerhard Bry & Charlotte Boschan, 1971. "Cyclical Analysis of Time Series: Selected Procedures and Computer Programs," NBER Books, National Bureau of Economic Research, Inc, number bry_71-1, May.
    8. Cameron,A. Colin & Trivedi,Pravin K., 2005. "Microeconometrics," Cambridge Books, Cambridge University Press, number 9780521848053, May.
    9. Gerhard Bry & Charlotte Boschan, 1971. "Foreword to "Cyclical Analysis of Time Series: Selected Procedures and Computer Programs"," NBER Chapters, in: Cyclical Analysis of Time Series: Selected Procedures and Computer Programs, pages -1, National Bureau of Economic Research, Inc.
    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. Luis Eduardo Arango & Lina Cardona-Sosa, 2015. "Determinants of consumer credit within a constrained framework: evidence from Colombian microdata," Borradores de Economia 912, Banco de la Republica de Colombia.
    2. Luis E. Arango & Lina Cardona-Sosa, 2015. "Determinants of consumer credit within a debt constrained framework. Evidence from microdata," BORRADORES DE ECONOMIA 013965, BANCO DE LA REPÚBLICA.

    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. Luis Eduardo Arango & Ana María Ríos, 2015. "Duración del desempleo en Colombia: género, intensidad de búsqueda y anuncios de vacantes," BORRADORES DE ECONOMIA 012528, BANCO DE LA REPÚBLICA.
    2. Edgar Vicente MARCILLO YÉPEZ, 2013. "Un indicador Líder para la actividad económica de Colombia," Archivos de Economía 011205, Departamento Nacional de Planeación.
    3. Fernando Arias Rodríguez & Celina Gaitán Maldonado & Johanna López Velandia, 2014. "Las entidades financieras a lo largo del ciclo de negocios: ¿está el ciclo financiero sincronizado con el ciclo de negocios?," Revista ESPE - Ensayos Sobre Política Económica, Banco de la República - ESPE, vol. 32(75), pages 28-40, December.
    4. Deicy J. Cristiano-Botia & Manuel Dario Hernandez-Bejarano & Mario A. Ramos-Veloza, 2021. "Labor Market Indicator for Colombia (LMI)," Borradores de Economia 1152, Banco de la Republica de Colombia.
    5. Stefano Magrini & Margherita Gerolimetto & Hasan Engin Duran, 2011. "Understanding the lead/lag structure among regional business cycles," Working Papers 2011_06, Department of Economics, University of Venice "Ca' Foscari".
    6. Claessens, Stijn & Kose, M. Ayhan & Terrones, Marco E., 2012. "How do business and financial cycles interact?," Journal of International Economics, Elsevier, vol. 87(1), pages 178-190.
    7. Harding, Don & Pagan, Adrian, 2011. "An Econometric Analysis of Some Models for Constructed Binary Time Series," Journal of Business & Economic Statistics, American Statistical Association, vol. 29(1), pages 86-95.
    8. Mariam Camarero & María Dolores Gadea-Rivas & Ana Gómez-Loscos & Cecilio Tamarit, 2019. "External imbalances and recoveries," Working Papers 1912, Department of Applied Economics II, Universidad de Valencia.
    9. Ana Rodríguez-Santiago, 2019. "What has Changed After the Great Recession on the European Cyclical Patterns?," Journal of Business Cycle Research, Springer;Centre for International Research on Economic Tendency Surveys (CIRET), vol. 15(2), pages 121-146, December.
    10. Aastveit, Knut Are & Jore, Anne Sofie & Ravazzolo, Francesco, 2016. "Identification and real-time forecasting of Norwegian business cycles," International Journal of Forecasting, Elsevier, vol. 32(2), pages 283-292.
    11. Ahmed, Jameel & Straetmans, Stefan, 2015. "Predicting exchange rate cycles utilizing risk factors," Journal of Empirical Finance, Elsevier, vol. 34(C), pages 112-130.
    12. Agnello, Luca & Nerlich, Carolin, 2012. "On the severity of economic downturns: Lessons from cross-country evidence," Economics Letters, Elsevier, vol. 117(1), pages 149-155.
    13. Guido Bulligan & Lorenzo Burlon & Davide Delle Monache & Andrea Silvestrini, 2019. "Real and financial cycles: estimates using unobserved component models for the Italian economy," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 28(3), pages 541-569, September.
    14. Christofides, Charis & Eicher, Theo S. & Papageorgiou, Chris, 2016. "Did established Early Warning Signals predict the 2008 crises?," European Economic Review, Elsevier, vol. 81(C), pages 103-114.
    15. Borsi, Mihály Tamás, 2018. "Fiscal multipliers across the credit cycle," Journal of Macroeconomics, Elsevier, vol. 56(C), pages 135-151.
    16. Sergey V. Smirnov & Nikolay V. Kondrashov & Anna V. Petronevich, 2017. "Dating Cyclical Turning Points for Russia: Formal Methods and Informal Choices," Journal of Business Cycle Research, Springer;Centre for International Research on Economic Tendency Surveys (CIRET), vol. 13(1), pages 53-73, May.
    17. Pablo García S. & Camilo Pérez N., 2017. "Desigualdad, inflación, ciclos y crisis en Chile," Estudios de Economia, University of Chile, Department of Economics, vol. 44(2 Year 20), pages 185-221, December.
    18. Viviana Alejandra Alfonso & Luis Eduardo Arango Thomas & Fernando Arias & José David Pulido, 2011. "Ciclos de negocios en Colombia: 1980-2010," BORRADORES DE ECONOMIA 008328, BANCO DE LA REPÚBLICA.
    19. Li, Haixi & Sheng, Xuguang Simon & Yang, Jingyun, 2021. "Monitoring recessions: A Bayesian sequential quickest detection method," International Journal of Forecasting, Elsevier, vol. 37(2), pages 500-510.
    20. Mei-Teing Chong & Chin-Hong Puah & Shazali Abu Mansor, 2018. "Oil Price Dynamics Forecasting: An Indicator-Pivoted Paradigm," International Journal of Energy Economics and Policy, Econjournals, vol. 8(3), pages 307-311.

    More about this item

    JEL classification:

    • C41 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Duration Analysis; Optimal Timing Strategies
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • 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:bdr:borrec:861. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: . General contact details of provider: https://edirc.repec.org/data/brcgvco.html .

    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: Clorith Angélica Bahos Olivera (email available below). General contact details of provider: https://edirc.repec.org/data/brcgvco.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service hosted by the Research Division of the Federal Reserve Bank of St. Louis . RePEc uses bibliographic data supplied by the respective publishers.