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Pricing corporate financial distress: Empirical evidence from the French stock market

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  • Mselmi, Nada
  • Hamza, Taher
  • Lahiani, Amine
  • Shahbaz, Muhammad

Abstract

This study examines whether financial distress, liquidity, and Value-at-Risk are sources of priced systematic risk in the stock returns of the French stock market. In particular, we investigate the explanatory power of the Fama and French (1993) model augmented by and substituted with these three risk factors for distressed and non-distressed firms. For this purpose, we construct nine portfolios composed of non-distressed firms and one portfolio consisting only of distressed firms. We find that for the portfolios of non-distressed firms, the financial distress factor is significantly priced only in the absence of the size and book-to-market factors. Not surprisingly, the financial distress is a systematic risk factor for the portfolio of distressed firms. Our findings also show that liquidity is priced for the portfolios of distressed and non-distressed firms. Furthermore, our empirical results show that only investors in the portfolios of non-distressed firms are rewarded for bearing Value-at-Risk (VaR) risk. Likewise, our findings indicate that the alternative model, constructed by substituting the Fama and French (1993) factors with the financial distress, liquidity and VaR risk factors, underperforms the Fama and French (1993) model, which, in turn, underperforms the considered augmented models. Our results provide insights both for international investors for new opportunities and for financial market supervisory authority.

Suggested Citation

  • Mselmi, Nada & Hamza, Taher & Lahiani, Amine & Shahbaz, Muhammad, 2019. "Pricing corporate financial distress: Empirical evidence from the French stock market," Journal of International Money and Finance, Elsevier, vol. 96(C), pages 13-27.
  • Handle: RePEc:eee:jimfin:v:96:y:2019:i:c:p:13-27
    DOI: 10.1016/j.jimonfin.2019.04.008
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    1. Mirela Malin & Madhu Veeraraghavan, 2004. "On the Robustness of the Fama and French Multifactor Model: Evidence from France, Germany, and the United Kingdom," International Journal of Business and Economics, School of Management Development, Feng Chia University, Taichung, Taiwan, vol. 3(2), pages 155-176, August.
    2. Acharya, Viral V. & Pedersen, Lasse Heje, 2005. "Asset pricing with liquidity risk," Journal of Financial Economics, Elsevier, vol. 77(2), pages 375-410, August.
    3. Fama, Eugene F & French, Kenneth R, 1992. "The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-465, June.
    4. Park, James L., 2015. "Equity returns of distressed equity issuers," Finance Research Letters, Elsevier, vol. 14(C), pages 93-103.
    5. 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.
    6. Ho, Tsung-wu & Chang, Shu-Hwa, 2015. "The pricing of liquidity risk on the Shanghai stock market," International Review of Economics & Finance, Elsevier, vol. 38(C), pages 112-130.
    7. Nada Mselmi & Amine Lahiani & Taher Hamza, 2017. "Financial distress prediction: The case of French small and medium-sized firms," Post-Print hal-03380580, HAL.
    8. Ruzita Abdul Rahim & Abu Hassan Shaari Mohd. Nor, 2006. "A Comparison Between Fama and French Model and Liquidity-Based Three Factor Models in Predicting Portfolio Returns," Asian Academy of Management Journal of Accounting and Finance (AAMJAF), Penerbit Universiti Sains Malaysia, vol. 2(2), pages 43-60.
    9. Pastor, Lubos & Stambaugh, Robert F., 2003. "Liquidity Risk and Expected Stock Returns," Journal of Political Economy, University of Chicago Press, vol. 111(3), pages 642-685, June.
    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. René M. Stulz, 1996. "Rethinking Risk Management," Journal of Applied Corporate Finance, Morgan Stanley, vol. 9(3), pages 8-25, September.
    12. Michael F. Ferguson & Richard L. Shockley, 2003. "Equilibrium “Anomalies”," Journal of Finance, American Finance Association, vol. 58(6), pages 2549-2580, December.
    13. Jelena Minović & Boško Živković, 2012. "Impact Of Liquidity And Size Premium On Equity Price Formation In Serbia," Economic Annals, Faculty of Economics and Business, University of Belgrade, vol. 57(195), pages 43-78, October -.
    14. Nada Mselmi & Amine Lahiani & Taher Hamza, 2017. "Financial distress prediction: The case of French small and medium-sized firms," Post-Print hal-03529325, HAL.
    15. Chou, Pin-Huang & Ko, Kuan-Cheng & Lin, Shinn-Juh, 2010. "Do relative leverage and relative distress really explain size and book-to-market anomalies?," Journal of Financial Markets, Elsevier, vol. 13(1), pages 77-100, February.
    16. Amihud, Yakov, 2002. "Illiquidity and stock returns: cross-section and time-series effects," Journal of Financial Markets, Elsevier, vol. 5(1), pages 31-56, January.
    17. Hilscher, Jens Dietrich & Campbell, John Y. & Szilagyi, Jan, 2011. "Predicting Financial Distress and the Performance of Distressed Stocks," Scholarly Articles 9887619, Harvard University Department of Economics.
    18. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    19. Chan, Louis K. C. & Karceski, Jason & Lakonishok, Josef, 1998. "The Risk and Return from Factors," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 33(2), pages 159-188, June.
    20. Daniel Chai & Robert Faff & Philip Gharghori, 2013. "Liquidity in asset pricing: New Australian evidence using low-frequency data," Australian Journal of Management, Australian School of Business, vol. 38(2), pages 375-400, August.
    21. Maria Vassalou & Yuhang Xing, 2004. "Default Risk in Equity Returns," Journal of Finance, American Finance Association, vol. 59(2), pages 831-868, April.
    22. Liu, Weimin, 2006. "A liquidity-augmented capital asset pricing model," Journal of Financial Economics, Elsevier, vol. 82(3), pages 631-671, December.
    23. Dar-Hsin Chen & Chun-Da Chen & Su-Chen Wu, 2014. "VaR and the cross-section of expected stock returns: an emerging market evidence," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 15(3), pages 441-459, June.
    24. Fama, Eugene F & French, Kenneth R, 1996. "Multifactor Explanations of Asset Pricing Anomalies," Journal of Finance, American Finance Association, vol. 51(1), pages 55-84, March.
    25. Narayan, Paresh Kumar & Zheng, Xinwei, 2010. "Market liquidity risk factor and financial market anomalies: Evidence from the Chinese stock market," Pacific-Basin Finance Journal, Elsevier, vol. 18(5), pages 509-520, November.
    26. Mselmi, Nada & Lahiani, Amine & Hamza, Taher, 2017. "Financial distress prediction: The case of French small and medium-sized firms," International Review of Financial Analysis, Elsevier, vol. 50(C), pages 67-80.
    27. Lin, Hai & Wang, Junbo & Wu, Chunchi, 2011. "Liquidity risk and expected corporate bond returns," Journal of Financial Economics, Elsevier, vol. 99(3), pages 628-650, March.
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    More about this item

    Keywords

    Equity pricing; Financial distress; Liquidity; Value-at-Risk; Systematic risk factors;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • G33 - Financial Economics - - Corporate Finance and Governance - - - Bankruptcy; Liquidation

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