IDEAS home Printed from https://ideas.repec.org/a/eee/ejores/v288y2021i3p1017-1035.html
   My bibliography  Save this article

The effects of asset liquidity on dynamic sell-out and bankruptcy decisions

Author

Listed:
  • Nishihara, Michi
  • Shibata, Takashi

Abstract

We develop a dynamic bankruptcy model with asset illiquidity. In the model, a distressed firm chooses between sell-out and default, as well as its timing under the assumption that sell-out is feasible only at Poisson jump times, where the arrival rate of acquirers stands for asset liquidity. With lower asset liquidity, the firm increases the sell-out region to mitigate the risk of not finding an acquirer until bankruptcy. Despite the larger sell-out region, lower asset liquidity increases the default probability and decreases the equity, debt, and firm values. In the optimal capital structure, with lower asset liquidity, the firm reduces leverage, but the cautious capital structure does not fully offset the increased default risk. The stock price reaction caused by sell-out depends on the sell-out timing. When the firm’s asset value is not sufficiently high, the stock price jump size is an inverted U-shape with the economic state variable. Lower asset liquidity increases the jump size due to greater surprise. These results fit empirical observations.

Suggested Citation

  • Nishihara, Michi & Shibata, Takashi, 2021. "The effects of asset liquidity on dynamic sell-out and bankruptcy decisions," European Journal of Operational Research, Elsevier, vol. 288(3), pages 1017-1035.
  • Handle: RePEc:eee:ejores:v:288:y:2021:i:3:p:1017-1035
    DOI: 10.1016/j.ejor.2020.06.031
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0377221720305749
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ejor.2020.06.031?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Shleifer, Andrei & Vishny, Robert W, 1992. "Liquidation Values and Debt Capacity: A Market Equilibrium Approach," Journal of Finance, American Finance Association, vol. 47(4), pages 1343-1366, September.
    2. Goldstein, Robert & Ju, Nengjiu & Leland, Hayne, 2001. "An EBIT-Based Model of Dynamic Capital Structure," The Journal of Business, University of Chicago Press, vol. 74(4), pages 483-512, October.
    3. Zhiguo He & Wei Xiong, 2012. "Rollover Risk and Credit Risk," Journal of Finance, American Finance Association, vol. 67(2), pages 391-430, April.
    4. Black, Fischer & Cox, John C, 1976. "Valuing Corporate Securities: Some Effects of Bond Indenture Provisions," Journal of Finance, American Finance Association, vol. 31(2), pages 351-367, May.
    5. Nishihara, Michi & Shibata, Takashi, 2019. "Liquidation, fire sales, and acquirers’ private information," Journal of Economic Dynamics and Control, Elsevier, vol. 108(C).
    6. Julien Hugonnier & Semyon Malamud & Erwan Morellec, 2015. "Capital Supply Uncertainty, Cash Holdings, and Investment," Review of Financial Studies, Society for Financial Studies, vol. 28(2), pages 391-445.
    7. Zhiguo He & Konstantin Milbradt, 2014. "Endogenous Liquidity and Defaultable Bonds," Econometrica, Econometric Society, vol. 82(4), pages 1443-1508, July.
    8. Shibata, Takashi & Nishihara, Michi, 2012. "Investment timing under debt issuance constraint," Journal of Banking & Finance, Elsevier, vol. 36(4), pages 981-991.
    9. Hui Chen & Rui Cui & Zhiguo He & Konstantin Milbradt, 2018. "Quantifying Liquidity and Default Risks of Corporate Bonds over the Business Cycle," The Review of Financial Studies, Society for Financial Studies, vol. 31(3), pages 852-897.
    10. Arnold, Marc, 2014. "Managerial cash use, default, and corporate financial policies," Journal of Corporate Finance, Elsevier, vol. 27(C), pages 305-325.
    11. 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.
    12. Hugonnier, Julien & Malamud, Semyon & Morellec, Erwan, 2015. "Credit market frictions and capital structure dynamics," Journal of Economic Theory, Elsevier, vol. 157(C), pages 1130-1158.
    13. Mauer, David C. & Sarkar, Sudipto, 2005. "Real options, agency conflicts, and optimal capital structure," Journal of Banking & Finance, Elsevier, vol. 29(6), pages 1405-1428, June.
    14. Dirk Hackbarth & Richmond Mathews & David Robinson, 2014. "Capital Structure, Product Market Dynamics, and the Boundaries of the Firm," Management Science, INFORMS, vol. 60(12), pages 2971-2993, December.
    15. Assaf Eisdorfer, 2008. "Empirical Evidence of Risk Shifting in Financially Distressed Firms," Journal of Finance, American Finance Association, vol. 63(2), pages 609-637, April.
    16. Mella-Barral, Pierre & Perraudin, William, 1997. "Strategic Debt Service," Journal of Finance, American Finance Association, vol. 52(2), pages 531-556, June.
    17. Leland, Hayne E, 1994. "Corporate Debt Value, Bond Covenants, and Optimal Capital Structure," Journal of Finance, American Finance Association, vol. 49(4), pages 1213-1252, September.
    18. Hagspiel, Verena & Huisman, Kuno J.M. & Kort, Peter M. & Nunes, Cláudia, 2016. "How to escape a declining market: Capacity investment or Exit?," European Journal of Operational Research, Elsevier, vol. 254(1), pages 40-50.
    19. Suresh Sundaresan & Neng Wang & Jinqiang Yang, 2015. "Dynamic Investment, Capital Structure, and Debt Overhang," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 4(1), pages 1-42.
    20. Shibata, Takashi & Nishihara, Michi, 2015. "Investment timing, debt structure, and financing constraints," European Journal of Operational Research, Elsevier, vol. 241(2), pages 513-526.
    21. Cornett, Marcia Millon & Tanyeri, Basak & Tehranian, Hassan, 2011. "The effect of merger anticipation on bidder and target firm announcement period returns," Journal of Corporate Finance, Elsevier, vol. 17(3), pages 595-611, June.
    22. Sibilkov, Valeriy, 2009. "Asset Liquidity and Capital Structure," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(5), pages 1173-1196, October.
    23. Lambrecht, Bart M. & Myers, Stewart C., 2008. "Debt and managerial rents in a real-options model of the firm," Journal of Financial Economics, Elsevier, vol. 89(2), pages 209-231, August.
    24. Nishihara, Michi & Shibata, Takashi, 2016. "Asset sale, debt restructuring, and liquidation," Journal of Economic Dynamics and Control, Elsevier, vol. 67(C), pages 73-92.
    25. Kort, Peter M. & Murto, Pauli & Pawlina, Grzegorz, 2010. "Uncertainty and stepwise investment," European Journal of Operational Research, Elsevier, vol. 202(1), pages 196-203, April.
    26. Trigeorgis, Lenos & Tsekrekos, Andrianos E., 2018. "Real Options in Operations Research: A Review," European Journal of Operational Research, Elsevier, vol. 270(1), pages 1-24.
    27. Nishihara, Michi & Shibata, Takashi, 2018. "Dynamic bankruptcy procedure with asymmetric information between insiders and outsiders," Journal of Economic Dynamics and Control, Elsevier, vol. 90(C), pages 118-137.
    28. Matthew Rhodes‐Kropf & David T. Robinson, 2008. "The Market for Mergers and the Boundaries of the Firm," Journal of Finance, American Finance Association, vol. 63(3), pages 1169-1211, June.
    29. Campello, Murillo & Giambona, Erasmo, 2013. "Real Assets and Capital Structure," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 48(5), pages 1333-1370, October.
    30. Koussis, Nicos & Martzoukos, Spiros H. & Trigeorgis, Lenos, 2013. "Multi-stage product development with exploration, value-enhancing, preemptive and innovation options," Journal of Banking & Finance, Elsevier, vol. 37(1), pages 174-190.
    31. Harris, Milton & Raviv, Artur, 1991. "The Theory of Capital Structure," Journal of Finance, American Finance Association, vol. 46(1), pages 297-355, March.
    32. Erwan Morellec & Philip Valta & Alexei Zhdanov, 2015. "Financing Investment: The Choice Between Bonds and Bank Loans," Management Science, INFORMS, vol. 61(11), pages 2580-2602, November.
    33. Lukas, Elmar & Thiergart, Sascha, 2019. "The interaction of debt financing, cash grants and the optimal investment policy under uncertainty," European Journal of Operational Research, Elsevier, vol. 276(1), pages 284-299.
    34. Lambrecht, Bart M, 2001. "The Impact of Debt Financing on Entry and Exit in a Duopoly," Review of Financial Studies, Society for Financial Studies, vol. 14(3), pages 765-804.
    35. Charalambides, Marios & Koussis, Nicos, 2018. "A stochastic model with interacting managerial operating options and debt rescheduling," European Journal of Operational Research, Elsevier, vol. 267(1), pages 236-249.
    36. Ortiz-Molina, Hernán & Phillips, Gordon M., 2014. "Real Asset Illiquidity and the Cost of Capital," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 49(1), pages 1-32, February.
    37. Guerra, Manuel & Kort, Peter & Nunes, Cláudia & Oliveira, Carlos, 2018. "Hysteresis due to irreversible exit: Addressing the option to mothball," Journal of Economic Dynamics and Control, Elsevier, vol. 92(C), pages 69-83.
    38. Schlingemann, Frederik P. & Stulz, Rene M. & Walkling, Ralph A., 2002. "Divestitures and the liquidity of the market for corporate assets," Journal of Financial Economics, Elsevier, vol. 64(1), pages 117-144, April.
    39. Hotchkiss, Edith S. & Mooradian, Robert M., 1998. "Acquisitions as a Means of Restructuring Firms in Chapter 11," Journal of Financial Intermediation, Elsevier, vol. 7(3), pages 240-262, July.
    40. Audra L. Boone & J. Harold Mulherin, 2007. "How Are Firms Sold?," Journal of Finance, American Finance Association, vol. 62(2), pages 847-875, April.
    41. Wang, Wenyu, 2018. "Bid anticipation, information revelation, and merger gains," Journal of Financial Economics, Elsevier, vol. 128(2), pages 320-343.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Nishihara, Michi, 2023. "Target-initiated takeover with search frictions," European Journal of Operational Research, Elsevier, vol. 305(3), pages 1480-1497.
    2. Yu Zhao & Huaming Du & Qing Li & Fuzhen Zhuang & Ji Liu & Gang Kou, 2022. "A Comprehensive Survey on Enterprise Financial Risk Analysis from Big Data Perspective," Papers 2211.14997, arXiv.org, revised May 2023.
    3. Michi Nishihara, 2022. "Corporate sustainability, investment, and capital structure," Discussion Papers in Economics and Business 22-05, Osaka University, Graduate School of Economics.
    4. Ebina, Takeshi & Matsushima, Noriaki & Nishide, Katsumasa, 2022. "Demand uncertainty, product differentiation, and entry timing under spatial competition," European Journal of Operational Research, Elsevier, vol. 303(1), pages 286-297.
    5. Michi NISHIHARA, 2021. "How should a startup respond to acquirers? A real options analysis," Discussion Papers in Economics and Business 20-24, Osaka University, Graduate School of Economics.
    6. Wei Li & Wolfgang Karl Hardle & Stefan Lessmann, 2022. "A Data-driven Case-based Reasoning in Bankruptcy Prediction," Papers 2211.00921, arXiv.org.

    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. Michi Nishihara & Takashi Shibata, 2019. "The effects of asset liquidity on dynamic bankruptcy decisions," Discussion Papers in Economics and Business 19-12, Osaka University, Graduate School of Economics.
    2. Nishihara, Michi & Shibata, Takashi, 2019. "Liquidation, fire sales, and acquirers’ private information," Journal of Economic Dynamics and Control, Elsevier, vol. 108(C).
    3. Nishihara, Michi & Shibata, Takashi, 2018. "Dynamic bankruptcy procedure with asymmetric information between insiders and outsiders," Journal of Economic Dynamics and Control, Elsevier, vol. 90(C), pages 118-137.
    4. Nishihara, Michi & Shibata, Takashi & Zhang, Chuanqian, 2023. "Corporate investment, financing, and exit model with an earnings-based borrowing constraint," International Review of Financial Analysis, Elsevier, vol. 85(C).
    5. Nishihara, Michi, 2023. "Target-initiated takeover with search frictions," European Journal of Operational Research, Elsevier, vol. 305(3), pages 1480-1497.
    6. Lukas, Elmar & Thiergart, Sascha, 2019. "The interaction of debt financing, cash grants and the optimal investment policy under uncertainty," European Journal of Operational Research, Elsevier, vol. 276(1), pages 284-299.
    7. Nishihara, Michi & Shibata, Takashi, 2021. "Optimal capital structure and simultaneous bankruptcy of firms in corporate networks," Journal of Economic Dynamics and Control, Elsevier, vol. 133(C).
    8. Nishihara, Michi & Shibata, Takashi, 2016. "Asset sale, debt restructuring, and liquidation," Journal of Economic Dynamics and Control, Elsevier, vol. 67(C), pages 73-92.
    9. Shibata, Takashi & Nishihara, Michi, 2018. "Investment timing, reversibility, and financing constraints," Journal of Corporate Finance, Elsevier, vol. 48(C), pages 771-796.
    10. Koussis, Nicos & Martzoukos, Spiros H., 2022. "Credit line pricing under heterogeneous risk beliefs," International Journal of Production Economics, Elsevier, vol. 243(C).
    11. Shibata, Takashi & Nishihara, Michi, 2023. "Optimal financing and investment strategies under asymmetric information on liquidation value," Journal of Banking & Finance, Elsevier, vol. 146(C).
    12. Della Seta, Marco & Morellec, Erwan & Zucchi, Francesca, 2020. "Short-term debt and incentives for risk-taking," Journal of Financial Economics, Elsevier, vol. 137(1), pages 179-203.
    13. Michi Nishihara & Takashi Shibata, 2020. "Optimal capital structure and bankruptcy cascades," Discussion Papers in Economics and Business 20-10, Osaka University, Graduate School of Economics.
    14. Correia, Ricardo & Población, Javier, 2015. "A structural model with Explicit Distress," Journal of Banking & Finance, Elsevier, vol. 58(C), pages 112-130.
    15. Tan, Yingxian & Luo, Pengfei, 2021. "The impact of debt restructuring on dynamic investment and financing policies," Economic Modelling, Elsevier, vol. 102(C).
    16. Michi Nishihara, 2022. "Corporate sustainability, investment, and capital structure," Discussion Papers in Economics and Business 22-05, Osaka University, Graduate School of Economics.
    17. Michi NISHIHARA & Takashi SHIBATA, 2023. "Optimal capital structure with earnings above a floor," Discussion Papers in Economics and Business 23-09, Osaka University, Graduate School of Economics.
    18. Nejadmalayeri, Ali & Usman, Adam, 2022. "Real asset liquidity, cash holdings, and the cost of corporate debt," Global Finance Journal, Elsevier, vol. 53(C).
    19. Alain Bensoussan & Benoit Chevalier-Roignant & Alejandro Rivera, 2021. "Does Performance-Sensitive Debt mitigate Debt Overhang?," Post-Print hal-03364891, HAL.
    20. Michi NISHIHARA, 2021. "How should a startup respond to acquirers? A real options analysis," Discussion Papers in Economics and Business 20-24, Osaka University, Graduate School of Economics.

    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:eee:ejores:v:288:y:2021:i:3:p:1017-1035. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/eor .

    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.