IDEAS home Printed from https://ideas.repec.org/p/por/fepwps/534.html
   My bibliography  Save this paper

The Determinants of Credit Default on Portuguese Start-Up Firms: .An Econometric model

Author

Listed:
  • Vitor Gonçalves

    (Phd Student of Finance, FEP.UP)

  • Francisco Vitorino Martins

    (Professor FEP.UP)

  • Elísio Brandão

    (Professor of Finance, FEP.UP)

Abstract

In this paper we investigate the behaviour of credit default in start-up companies. Using a logit regression technique on a panel data of 1430 start-ups and considering a tracking period of three years, we tested the impact on the probability of occurrence of the first credit event in financing agreements due to variables grouped into three categories: financial capital, human capital and industry dynamics. We concluded from a financial point of view, that the support provided by partners in the financing of the company’s activity, the intensity of use of assets under management and reduced debt pay-back periods, were decisive in mitigating risk of default. In addition we found that the occurrence of a credit event will only be as limited as higher the quality of human capital held by the promoter of the project in terms of educational background and management experience.

Suggested Citation

  • Vitor Gonçalves & Francisco Vitorino Martins & Elísio Brandão, 2014. "The Determinants of Credit Default on Portuguese Start-Up Firms: .An Econometric model," FEP Working Papers 534, Universidade do Porto, Faculdade de Economia do Porto.
  • Handle: RePEc:por:fepwps:534
    as

    Download full text from publisher

    File URL: http://www.fep.up.pt/investigacao/workingpapers/wp534.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Edward Altman & Gabriele Sabato, 2005. "Effects of the New Basel Capital Accord on Bank Capital Requirements for SMEs," Journal of Financial Services Research, Springer;Western Finance Association, vol. 28(1), pages 15-42, October.
    2. Enrico Santarelli & Marco Vivarelli, 2007. "Entrepreneurship and the process of firms’ entry, survival and growth," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 16(3), pages 455-488, June.
    3. R. Schmalensee & R. Willig (ed.), 1989. "Handbook of Industrial Organization," Handbook of Industrial Organization, Elsevier, edition 1, volume 2, number 2.
    4. Hakenes, Hendrik, 2004. "Banks as delegated risk managers," Journal of Banking & Finance, Elsevier, vol. 28(10), pages 2399-2426, October.
    5. Godbillon-Camus, Brigitte & Godlewski, Christophe, 2005. "Credit risk management in banks: Hard information, soft Information and manipulation," MPRA Paper 1873, University Library of Munich, Germany.
    6. Beaver, Wh, 1966. "Financial Ratios As Predictors Of Failure," Journal of Accounting Research, Wiley Blackwell, vol. 4, pages 71-111.
    7. Audretsch, David B. & Santarelli, Enrico & Vivarelli, Marco, 1999. "Start-up size and industrial dynamics: some evidence from Italian manufacturing," International Journal of Industrial Organization, Elsevier, vol. 17(7), pages 965-983, October.
    8. R. Schmalensee & R. Willig (ed.), 1989. "Handbook of Industrial Organization," Handbook of Industrial Organization, Elsevier, edition 1, volume 1, number 1.
    9. 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.
    10. Edward I. Altman & Gabriele Sabato, 2013. "MODELING CREDIT RISK FOR SMEs: EVIDENCE FROM THE US MARKET," World Scientific Book Chapters, in: Oliviero Roggi & Edward I Altman (ed.), Managing and Measuring Risk Emerging Global Standards and Regulations After the Financial Crisis, chapter 9, pages 251-279, World Scientific Publishing Co. Pte. Ltd..
    11. Schmalensee, Richard, 1989. "Inter-industry studies of structure and performance," Handbook of Industrial Organization, in: R. Schmalensee & R. Willig (ed.), Handbook of Industrial Organization, edition 1, volume 2, chapter 16, pages 951-1009, Elsevier.
    Full references (including those not matched with items on IDEAS)

    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. Chiara Pederzoli & Grid Thoma & Costanza Torricelli, 2013. "Modelling Credit Risk for Innovative SMEs: the Role of Innovation Measures," Journal of Financial Services Research, Springer;Western Finance Association, vol. 44(1), pages 111-129, August.
    2. Pranith K. Roy & Krishnendu Shaw, 2023. "A credit scoring model for SMEs using AHP and TOPSIS," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(1), pages 372-391, January.
    3. D.B. Audretsch & L. Klomp & E. Santarelli & A.R. Thurik, 2004. "Gibrat's Law: Are the Services Different?," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 24(3), pages 301-324, May.
    4. Francesco Ciampi & Valentina Cillo & Fabio Fiano, 2020. "Combining Kohonen maps and prior payment behavior for small enterprise default prediction," Small Business Economics, Springer, vol. 54(4), pages 1007-1039, April.
    5. Chiara Pederzoli & Grid Thoma & Costanza Torricelli, 2011. "Modelling credit risk for innovative firms: the role of innovation measures," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0025, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    6. fernández, María t. Tascón & gutiérrez, Francisco J. Castaño, 2012. "Variables y Modelos Para La Identificación y Predicción Del Fracaso Empresarial: Revisión de La Investigación Empírica Reciente," Revista de Contabilidad - Spanish Accounting Review, Elsevier, vol. 15(1), pages 7-58.
    7. Cathcart, Lara & Dufour, Alfonso & Rossi, Ludovico & Varotto, Simone, 2020. "The differential impact of leverage on the default risk of small and large firms," Journal of Corporate Finance, Elsevier, vol. 60(C).
    8. Kaplow, Louis & Shapiro, Carl, 2007. "Antitrust," Handbook of Law and Economics, in: A. Mitchell Polinsky & Steven Shavell (ed.), Handbook of Law and Economics, edition 1, volume 2, chapter 15, pages 1073-1225, Elsevier.
    9. Modina, Michele & Pietrovito, Filomena & Gallucci, Carmen & Formisano, Vincenzo, 2023. "Predicting SMEs’ default risk: Evidence from bank-firm relationship data," The Quarterly Review of Economics and Finance, Elsevier, vol. 89(C), pages 254-268.
    10. Aghion, Philippe & Akcigit, Ufuk & Howitt, Peter, 2014. "What Do We Learn From Schumpeterian Growth Theory?," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 0, pages 515-563, Elsevier.
    11. Ghosal, Vivek, 2007. "Small is Beautiful but Size Matters: The Asymmetric Impact of Uncertainty and Sunk Costs on Small and Large Businesses," MPRA Paper 5461, University Library of Munich, Germany.
    12. Martin Gaynor, "undated". "What Do We Know About Competition and Quality in Health Care Markets?," GSIA Working Papers 2006-E62, Carnegie Mellon University, Tepper School of Business.
    13. Mark L.J. Wright & Esteban Rossi-Hansberg, 2004. "Firm Size Dynamics in the Aggregate Economy," 2004 Meeting Papers 878, Society for Economic Dynamics.
    14. Derek Bosworth & Joanne Loundes, 2002. "The Dynamic Performance of Australian Enterprises," Melbourne Institute Working Paper Series wp2002n03, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    15. Juraini Zainol Abidin & Nur Adiana Hiau Abdullah & Karren Lee-Hwei Khaw, 2020. "Predicting SMEs Failure: Logistic Regression vs Artificial Neural Network Models," Capital Markets Review, Malaysian Finance Association, vol. 28(2), pages 29-41.
    16. Marcelo Resende, 2009. "Concentration and market size: lower bound estimates for the Brazilian industry," Economics Bulletin, AccessEcon, vol. 29(3), pages 2465-2471.
    17. Sascha A. Weber & Sven M. Anders, 2007. "Price rigidity and market power in German retailing," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 28(7), pages 737-749.
    18. Nillesen, P.H.L., 2008. "The future of electricity distribution regulation : Lessons from international experience," Other publications TiSEM e80aca08-4ccd-4b06-99c0-3, Tilburg University, School of Economics and Management.
    19. Livat, Florine & Remaud, Hervé, 2016. "Factors Impacting Wine Price Mark-Ups in Restaurants," Working Papers 234639, American Association of Wine Economists.
    20. Christian Schwens & Marcus Wagner, 2019. "The role of firm-internal corporate environmental standards for organizational performance," Journal of Business Economics, Springer, vol. 89(7), pages 823-843, September.

    More about this item

    Keywords

    Credit Default; Start-Up; Financial Capital; Human Capital; Industry Dynamics;
    All these keywords.

    JEL classification:

    • G33 - Financial Economics - - Corporate Finance and Governance - - - Bankruptcy; Liquidation
    • M13 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - New Firms; Startups

    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:por:fepwps:534. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/fepuppt.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.