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Significance of Controllable and Uncontrollable Drivers in Credit Defaults

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  • Lei Shi
  • Neil Allan
  • John Evans
  • Yin Yun

Abstract

The world economy has been shown to be a complex adaptive system with the consequence that companies within the global economy are constantly needing to react to influences from the activities of other companies with which they are interconnected and external influences. This paper uses a methodology developed for complex adaptive systems to analyse the characteristics of multiple credit default events in the United States, Europe and Asia over the period 1990–2010 to establish the significance of factors driving credit defaults. The analysis indicates that factors controllable by companies are more significant in the United States and Europe than uncontrollable events, but the reverse occurs in Asia.

Suggested Citation

  • Lei Shi & Neil Allan & John Evans & Yin Yun, 2018. "Significance of Controllable and Uncontrollable Drivers in Credit Defaults," Economic Papers, The Economic Society of Australia, vol. 37(1), pages 30-41, March.
  • Handle: RePEc:bla:econpa:v:37:y:2018:i:1:p:30-41
    DOI: 10.1111/1759-3441.12200
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    References listed on IDEAS

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    1. Rajan, Uday & Seru, Amit & Vig, Vikrant, 2015. "The failure of models that predict failure: Distance, incentives, and defaults," Journal of Financial Economics, Elsevier, vol. 115(2), pages 237-260.
    2. Edward Altman & Andrea Resti & Andrea Sironi, 2004. "Default Recovery Rates in Credit Risk Modelling: A Review of the Literature and Empirical Evidence," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 33(2), pages 183-208, July.
    3. Castro, Vítor, 2013. "Macroeconomic determinants of the credit risk in the banking system: The case of the GIPSI," Economic Modelling, Elsevier, vol. 31(C), pages 672-683.
    4. Podpiera, Jiri & Weill, Laurent, 2008. "Bad luck or bad management? Emerging banking market experience," Journal of Financial Stability, Elsevier, vol. 4(2), pages 135-148, June.
    5. Berger, Allen N. & DeYoung, Robert, 1997. "Problem loans and cost efficiency in commercial banks," Journal of Banking & Finance, Elsevier, vol. 21(6), pages 849-870, June.
    6. Robert A. Jarrow & Stuart M. Turnbull, 2008. "Pricing Derivatives on Financial Securities Subject to Credit Risk," World Scientific Book Chapters, in: Financial Derivatives Pricing Selected Works of Robert Jarrow, chapter 17, pages 377-409, World Scientific Publishing Co. Pte. Ltd..
    7. Louzis, Dimitrios P. & Vouldis, Angelos T. & Metaxas, Vasilios L., 2012. "Macroeconomic and bank-specific determinants of non-performing loans in Greece: A comparative study of mortgage, business and consumer loan portfolios," Journal of Banking & Finance, Elsevier, vol. 36(4), pages 1012-1027.
    8. Gene M. Grossman & Elhanan Helpman, 1993. "Innovation and Growth in the Global Economy," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262570971, December.
    9. S. Heise & R. Kühn, 2012. "Derivatives and credit contagion in interconnected networks," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 85(4), pages 1-19, April.
    10. McCarthy, Ian & Ridgway, Keith & Leseure, Michel & Fieller, Nick, 2000. "Organisational diversity, evolution and cladistic classifications," Omega, Elsevier, vol. 28(1), pages 77-95, February.
    11. Carling, Kenneth & Jacobson, Tor & Linde, Jesper & Roszbach, Kasper, 2007. "Corporate credit risk modeling and the macroeconomy," Journal of Banking & Finance, Elsevier, vol. 31(3), pages 845-868, March.
    12. Ali, Asghar & Daly, Kevin, 2010. "Macroeconomic determinants of credit risk: Recent evidence from a cross country study," International Review of Financial Analysis, Elsevier, vol. 19(3), pages 165-171, June.
    13. Rinaldi, Laura & Sanchis-Arellano, Alicia, 2006. "Household debt sustainability: what explains household non-performing loans? An empirical analysis," Working Paper Series 570, European Central Bank.
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    Cited by:

    1. Lei Shi & John Evans & Yifei Li, 2018. "A Systems Analysis of Drivers of Individual Bankruptcies," Economic Papers, The Economic Society of Australia, vol. 37(4), pages 390-398, December.

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