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Post-reorganization survival: a semi-parametric and non-parametric analysis of firm characteristics

Author

Listed:
  • Lara Abdel Fattah
  • Sylvain Barthélémy
  • Nadine Levratto
  • Benjamin Trempont

Abstract

This paper aims at bringing evidence on firm survival after bankruptcy. Instead of considering survival as a binary variable we take into account the duration of the reorganization procedure. We follow a sample of French firms throughout their restructuring process and document factors influencing the reorganization outcome. Based on the existing theoretical and empirical literature on the link between firm ownership structure and performance, we particularly focus on the influence of firm affiliation to a business group and business groups characteristics. Using a Cox proportional hazards model and a Random Forests model, we find that firm structural and financial characteristics have a strong power to explain survival at different time horizons, however, very few of firm financial characteristics used previously for bankruptcy prediction are useful for predicting the final outcome of reorganization once a reorganization plan is voted. In addition, we show that firm ownership structure proxied by firm affiliation to a business group and business group characteristics has no significant influence on the outcome and duration of reorganization.

Suggested Citation

  • Lara Abdel Fattah & Sylvain Barthélémy & Nadine Levratto & Benjamin Trempont, 2016. "Post-reorganization survival: a semi-parametric and non-parametric analysis of firm characteristics," EconomiX Working Papers 2016-22, University of Paris Nanterre, EconomiX.
    • Handle: RePEc:drm:wpaper:2016-22
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    File URL: http://economix.fr/pdf/dt/2016/WP_EcoX_2016-22.pdf
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    References listed on IDEAS

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    Cited by:

    1. Jaka Cepec & Peter Grajzl, 0. "Management turnover, ownership change, and post-bankruptcy failure of small businesses," Small Business Economics, Springer, vol. 0, pages 1-27.
    2. Jaka Cepec & Peter Grajzl, 2021. "Management turnover, ownership change, and post-bankruptcy failure of small businesses," Small Business Economics, Springer, vol. 57(1), pages 555-581, June.
    3. Cepec, Jaka & Grajzl, Peter, 2020. "Debt-to-equity conversion in bankruptcy reorganization and post-bankruptcy firm survival," International Review of Law and Economics, Elsevier, vol. 61(C).

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    More about this item

    Keywords

    reorganization; bankruptcy; survival; business groups; Cox model; Random Forests.;
    All these keywords.

    JEL classification:

    • G33 - Financial Economics - - Corporate Finance and Governance - - - Bankruptcy; Liquidation
    • K20 - Law and Economics - - Regulation and Business Law - - - General
    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General

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