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Estimating financial distress with a dynamic model: Evidence from family owned enterprises in a small open economy

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  • Konstantaras, Konstantinos
  • Siriopoulos, Costas

Abstract

Employing earnings shortfall as a financial distress indicator, we formulate a dynamic nonlinear model, implementing Wooldridge's conditional maximum likelihood estimator and accounting for potentially endogenous covariates. Likewise, we not only achieve a significant improvement in consistency and classification accuracy over static approaches, but we also manage to understand better the evolution of the financial distress process. In our sample of Greek listed firms the higher the positive performance and the lower the leverage at the initial period the greater the chance that a company enters financial distress further down the road, possibly due to manager-owner overconfidence and debt-imposed discipline by company's creditors.

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  • Konstantaras, Konstantinos & Siriopoulos, Costas, 2011. "Estimating financial distress with a dynamic model: Evidence from family owned enterprises in a small open economy," Journal of Multinational Financial Management, Elsevier, vol. 21(4), pages 239-255, October.
  • Handle: RePEc:eee:mulfin:v:21:y:2011:i:4:p:239-255
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    1. Wruck, Karen Hopper, 1990. "Financial distress, reorganization, and organizational efficiency," Journal of Financial Economics, Elsevier, vol. 27(2), pages 419-444, October.
    2. John Y. Campbell & Jens Hilscher & Jan Szilagyi, 2008. "In Search of Distress Risk," Journal of Finance, American Finance Association, vol. 63(6), pages 2899-2939, December.
    3. Grice, John Stephen & Dugan, Michael T, 2001. "The Limitations of Bankruptcy Prediction Models: Some Cautions for the Researcher," Review of Quantitative Finance and Accounting, Springer, vol. 17(2), pages 151-166, September.
    4. Jeffrey M. Wooldridge, 2005. "Simple solutions to the initial conditions problem in dynamic, nonlinear panel data models with unobserved heterogeneity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(1), pages 39-54, January.
    5. Maria Brouwer, 2006. "Reorganization in US and European Bankruptcy law," European Journal of Law and Economics, Springer, vol. 22(1), pages 5-20, July.
    6. Gregor Andrade & Steven N. Kaplan, 1998. "How Costly is Financial (Not Economic) Distress? Evidence from Highly Leveraged Transactions that Became Distressed," Journal of Finance, American Finance Association, vol. 53(5), pages 1443-1493, October.
    7. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
    8. Deesomsak, Rataporn & Paudyal, Krishna & Pescetto, Gioia, 2004. "The determinants of capital structure: evidence from the Asia Pacific region," Journal of Multinational Financial Management, Elsevier, vol. 14(4-5), pages 387-405.
    9. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    10. Seifert, Bruce & Gonenc, Halit & Wright, Jim, 2005. "The international evidence on performance and equity ownership by insiders, blockholders, and institutions," Journal of Multinational Financial Management, Elsevier, vol. 15(2), pages 171-191, April.
    11. repec:hrv:faseco:30747162 is not listed on IDEAS
    12. Matthias Kahl, 2002. "Economic Distress, Financial Distress, and Dynamic Liquidation," Journal of Finance, American Finance Association, vol. 57(1), pages 135-168, February.
    13. Dean R. Hyslop, 1999. "State Dependence, Serial Correlation and Heterogeneity in Intertemporal Labor Force Participation of Married Women," Econometrica, Econometric Society, vol. 67(6), pages 1255-1294, November.
    14. Paul Asquith & Robert Gertner & David Scharfstein, 1994. "Anatomy of Financial Distress: An Examination of Junk-Bond Issuers," The Quarterly Journal of Economics, Oxford University Press, vol. 109(3), pages 625-658.
    15. Platt, Harlan D. & Platt, Marjorie B., 2006. "Understanding Differences Between Financial Distress and Bankruptcy," Review of Applied Economics, Lincoln University, Department of Financial and Business Systems, vol. 2(2), pages 1-17.
    16. Randall Morck & Lloyd Steier, 2005. "The Global History of Corporate Governance: An Introduction," NBER Chapters, in: A History of Corporate Governance around the World: Family Business Groups to Professional Managers, pages 1-64, National Bureau of Economic Research, Inc.
    17. Rafael La Porta & Florencio Lopez‐De‐Silanes & Andrei Shleifer, 1999. "Corporate Ownership Around the World," Journal of Finance, American Finance Association, vol. 54(2), pages 471-517, April.
    18. Perfect, Steven B. & Wiles, Kenneth W., 1994. "Alternative constructions of Tobin's q: An empirical comparison," Journal of Empirical Finance, Elsevier, vol. 1(3-4), pages 313-341, July.
    19. Akay, Alpaslan, 2009. "The Wooldridge Method for the Initial Values Problem Is Simple: What About Performance?," IZA Discussion Papers 3943, Institute of Labor Economics (IZA).
    20. Pindado, Julio & Rodrigues, Luis & de la Torre, Chabela, 2008. "Estimating financial distress likelihood," Journal of Business Research, Elsevier, vol. 61(9), pages 995-1003, September.
    21. Jostarndt, Philipp & Sautner, Zacharias, 2008. "Financial distress, corporate control, and management turnover," Journal of Banking & Finance, Elsevier, vol. 32(10), pages 2188-2204, October.
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