IDEAS home Printed from https://ideas.repec.org/p/col/000094/004292.html
   My bibliography  Save this paper

Determinantes de la Probabilidad de Incumplimiento de las Empresas Colombianas

Author

Listed:
  • Nancy Eugenia Zamudio Gómez

Abstract

En este documento se caracteriza el endeudamiento del sector corporativo privado con el sistemafinanciero durante el período 1998-2005, y se hallan los determinantes de la probabilidadde que una empresa colombiana incumpla con el pago las obligaciones que ha contraído coneste. A trav´es de un modelo logit multinomial se encontró que la probabilidad de incumplimientoestá asociada a indicadores financieros como la liquidez, al núumero de entidades con los que lasempresas tienen créditos y a las caracter´ısticas crediticias como los plazos, las garant´ıas y el tipode establecimiento de crédito. Las predicciones muestran que la probabilidad de incumplimientose incrementó durante la crisis de finales de la d´ecada pasada y en el último año se encuentra enniveles históricamente bajos.

Suggested Citation

  • Nancy Eugenia Zamudio Gómez, 2007. "Determinantes de la Probabilidad de Incumplimiento de las Empresas Colombianas," Borradores de Economia 4292, Banco de la Republica.
  • Handle: RePEc:col:000094:004292
    as

    Download full text from publisher

    File URL: http://www.banrep.gov.co/docum/ftp/borra466.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Nobuo Inaba & Takashi Kozu & Toshitaka Sekine & Takashi Nagahata, 2005. "Non-performing loans and the real economy: Japan’s experience," BIS Papers chapters, in: Bank for International Settlements (ed.), Investigating the relationship between the financial and real economy, volume 22, pages 106-27, Bank for International Settlements.
    2. Merton, Robert C, 1974. "On the Pricing of Corporate Debt: The Risk Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 29(2), pages 449-470, May.
    3. 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.
    4. José Eduardo Gómez G. & Inés Orozco & Nancy Zamudio Gómez, 2006. "Análisis de la probabilidad condicional de incumplimiento de los mayores deudores privados del sistema financiero colombiano," Temas de Estabilidad Financiera 019, Banco de la Republica de Colombia.
    5. Philip Bunn & Victoria Redwood, 2003. "Company accounts based modelling of business failures and the implications for financial stability," Bank of England working papers 210, Bank of England.
    6. Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-654, May-June.
    7. José Darío Uribe & Hernando Vargas, 2002. "Financial Reform, Crisis and Consolidation in Colombia," Borradores de Economia 204, Banco de la Republica de Colombia.
    8. Smith, David C., 2003. "Loans to Japanese borrowers," Journal of the Japanese and International Economies, Elsevier, vol. 17(3), pages 283-304, September.
    9. David C. Smith, 2003. "Loans to Japanese borrowers," International Finance Discussion Papers 769, Board of Governors of the Federal Reserve System (U.S.).
    10. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
    11. repec:sae:niesru:v:139:y::i:1:p:88-94 is not listed on IDEAS
    12. Oscar Martínez, 2003. "Determinantes De Fragilidad En Las Empresas Colombianas," Borradores de Economia 2300, Banco de la Republica.
    13. Crouhy, Michel & Galai, Dan & Mark, Robert, 2000. "A comparative analysis of current credit risk models," Journal of Banking & Finance, Elsevier, vol. 24(1-2), pages 59-117, January.
    14. repec:bla:jfinan:v:44:y:1989:i:4:p:909-22 is not listed on IDEAS
    15. Clifford W. Smith & Charles W. Smithson & D. Sykes Wilford, 1989. "Managing Financial Risk," Journal of Applied Corporate Finance, Morgan Stanley, vol. 1(4), pages 27-48, January.
    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. Angela González Arbeláez, 2010. "Determinantes del riesgo de crédito comercial en Colombia," Temas de Estabilidad Financiera 045, Banco de la Republica de Colombia.
    2. Javier Gutiérrez Rueda, 2010. "Un análisis de riesgo de crédito de las empresas del sector real y sus determinantes," Vniversitas Económica 8291, Universidad Javeriana - Bogotá.

    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. Bonfim, Diana, 2009. "Credit risk drivers: Evaluating the contribution of firm level information and of macroeconomic dynamics," Journal of Banking & Finance, Elsevier, vol. 33(2), pages 281-299, February.
    2. International Association of Deposit Insurers, 2011. "Evaluation of Deposit Insurance Fund Sufficiency on the Basis of Risk Analysis," IADI Research Papers 11-11, International Association of Deposit Insurers.
    3. Giulio Bottazzi & Marco Grazzi & Angelo Secchi & Federico Tamagni, 2011. "Financial and economic determinants of firm default," Journal of Evolutionary Economics, Springer, vol. 21(3), pages 373-406, August.
    4. Abinzano, Isabel & Gonzalez-Urteaga, Ana & Muga, Luis & Sanchez, Santiago, 2020. "Performance of default-risk measures: the sample matters," Journal of Banking & Finance, Elsevier, vol. 120(C).
    5. Racheva-Sarabian, Anna & Ryvkin, Dmitry & Semykina, Anastasia, 2015. "The default of special district financing: Evidence from California," Journal of Housing Economics, Elsevier, vol. 27(C), pages 37-48.
    6. Chen, Shi & Lin, Ku-Jun, 2016. "Effects of government capital injection on bank and bank-dependent borrower," Economic Modelling, Elsevier, vol. 52(PB), pages 618-629.
    7. Isabel Abinzano & Pilar Corredor & Beatriz Martinez, 2021. "Does family ownership always reduce default risk?," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(3), pages 4025-4060, September.
    8. Javier Gutiérrez Rueda, 2010. "Un análisis de riesgo de crédito de las empresas del sector real y sus determinantes," Vniversitas Económica 8291, Universidad Javeriana - Bogotá.
    9. Greta Falavigna, 2006. "Models for Default Risk Analysis: Focus on Artificial Neural Networks, Model Comparisons, Hybrid Frameworks," CERIS Working Paper 200610, CNR-IRCrES Research Institute on Sustainable Economic Growth - Torino (TO) ITALY - former Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY.
    10. Şaban Çelik, 2013. "Micro Credit Risk Metrics: A Comprehensive Review," Intelligent Systems in Accounting, Finance and Management, John Wiley & Sons, Ltd., vol. 20(4), pages 233-272, October.
    11. Stephen Zamore & Kwame Ohene Djan & Ilan Alon & Bersant Hobdari, 2018. "Credit Risk Research: Review and Agenda," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 54(4), pages 811-835, March.
    12. Zhang, Tianwei & Ellinger, Paul N., 2006. "Credit Risk and Financial Performance Assessment of Illinois Farmers: A Comparison of Approaches with Farm Accounting Data," 2006 Annual meeting, July 23-26, Long Beach, CA 21384, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    13. Suzan Hol, 2006. "The influence of the business cycle on bankruptcy probability," Discussion Papers 466, Statistics Norway, Research Department.
    14. Richardson, Grant & Taylor, Grantley & Lanis, Roman, 2015. "The impact of financial distress on corporate tax avoidance spanning the global financial crisis: Evidence from Australia," Economic Modelling, Elsevier, vol. 44(C), pages 44-53.
    15. Pesaran, M. Hashem & Schuermann, Til & Treutler, Bjorn-Jakob & Weiner, Scott M., 2006. "Macroeconomic Dynamics and Credit Risk: A Global Perspective," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(5), pages 1211-1261, August.
    16. Sandrine Lardic & Claire Gauthier, 2003. "Un modèle multifactoriel des spreads de crédit : estimation sur panels complets et incomplets," Économie et Prévision, Programme National Persée, vol. 159(3), pages 53-69.
    17. Andres, Christian & Cumming, Douglas & Karabiber, Timur & Schweizer, Denis, 2014. "Do markets anticipate capital structure decisions? — Feedback effects in equity liquidity," Journal of Corporate Finance, Elsevier, vol. 27(C), pages 133-156.
    18. Wen Su, 2021. "Default Distances Based on the CEV-KMV Model," Papers 2107.10226, arXiv.org, revised May 2022.
    19. Chen, An-Sing & Chu, Hsiang-Hui & Hung, Pi-Hsia & Cheng, Miao-Sih, 2020. "Financial risk and acquirers' stockholder wealth in mergers and acquisitions," The North American Journal of Economics and Finance, Elsevier, vol. 54(C).
    20. Ahsan Habib & Mabel D' Costa & Hedy Jiaying Huang & Md. Borhan Uddin Bhuiyan & Li Sun, 2020. "Determinants and consequences of financial distress: review of the empirical literature," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(S1), pages 1023-1075, April.

    More about this item

    Keywords

    Riesgo de crédito; Probabilidad de incumplimiento; Logit multinomial.;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G33 - Financial Economics - - Corporate Finance and Governance - - - Bankruptcy; Liquidation
    • G38 - Financial Economics - - Corporate Finance and Governance - - - Government Policy and Regulation
    • C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions; Probabilities

    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:col:000094:004292. 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: Clorith Angelica Bahos Olivera (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.