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Corporate debt and cash decisions: A nonlinear panel data analysis

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  • Chang, Bi-Juan
  • Hung, Mao-Wei

Abstract

This paper investigates firms’ decisions regarding their debt and cash holdings based on their access costs when the interest rate changes. We find that for most of the firms the two items keep changing in the same direction. By the panel smooth transition regression (PSTR) model and impact response analysis, we observe that firms may adjust their financing decisions between the two when the interest rate drops significantly and suddenly, or when the real interest rate becomes negative. In particular, we observe that during the 2008 financial crisis, the lower interest rates caused firms to maintain higher levels of cash and only adjusted their debt temporarily. However, when interest rates were close to zero after the crisis, firms instead increased their debt to deal with the economic uncertainties. Finally, the financially distressed firms make very different financing decisions with the healthy firms when the interest rate changes.

Suggested Citation

  • Chang, Bi-Juan & Hung, Mao-Wei, 2021. "Corporate debt and cash decisions: A nonlinear panel data analysis," The Quarterly Review of Economics and Finance, Elsevier, vol. 81(C), pages 15-37.
  • Handle: RePEc:eee:quaeco:v:81:y:2021:i:c:p:15-37
    DOI: 10.1016/j.qref.2021.04.007
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    as
    1. Beckmann, Joscha & Belke, Ansgar & Dreger, Christian, 2017. "The relevance of international spillovers and asymmetric effects in the Taylor rule," The Quarterly Review of Economics and Finance, Elsevier, vol. 64(C), pages 162-170.
    2. González, Andrés & Teräsvirta, Timo & van Dijk, Dick & Yang, Yukai, 2005. "Panel Smooth Transition Regression Models," SSE/EFI Working Paper Series in Economics and Finance 604, Stockholm School of Economics, revised 11 Oct 2017.
    3. 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.
    4. Fouquau, Julien & Hurlin, Christophe & Rabaud, Isabelle, 2008. "The Feldstein-Horioka puzzle: A panel smooth transition regression approach," Economic Modelling, Elsevier, vol. 25(2), pages 284-299, March.
    5. Thomas W. Bates & Kathleen M. Kahle & René M. Stulz, 2009. "Why Do U.S. Firms Hold So Much More Cash than They Used To?," Journal of Finance, American Finance Association, vol. 64(5), pages 1985-2021, October.
    6. Ozkan, Aydin & Ozkan, Neslihan, 2004. "Corporate cash holdings: An empirical investigation of UK companies," Journal of Banking & Finance, Elsevier, vol. 28(9), pages 2103-2134, September.
    7. Sean Cleary, 1999. "The Relationship between Firm Investment and Financial Status," Journal of Finance, American Finance Association, vol. 54(2), pages 673-692, April.
    8. Jarrad Harford & Sandy Klasa & William F. Maxwell, 2014. "Refinancing Risk and Cash Holdings," Journal of Finance, American Finance Association, vol. 69(3), pages 975-1012, June.
    9. Opler, Tim & Pinkowitz, Lee & Stulz, Rene & Williamson, Rohan, 1999. "The determinants and implications of corporate cash holdings," Journal of Financial Economics, Elsevier, vol. 52(1), pages 3-46, April.
    10. Acharya, Viral V. & Almeida, Heitor & Campello, Murillo, 2007. "Is cash negative debt? A hedging perspective on corporate financial policies," Journal of Financial Intermediation, Elsevier, vol. 16(4), pages 515-554, October.
    11. Jushan Bai & Pierre Perron, 1998. "Estimating and Testing Linear Models with Multiple Structural Changes," Econometrica, Econometric Society, vol. 66(1), pages 47-78, January.
    12. Michael Faulkender & Rong Wang, 2006. "Corporate Financial Policy and the Value of Cash," Journal of Finance, American Finance Association, vol. 61(4), pages 1957-1990, August.
    13. Almeida, Heitor & Campello, Murillo, 2010. "Financing Frictions and the Substitution between Internal and External Funds," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 45(3), pages 589-622, June.
    14. Sudheer Chava & Robert A. Jarrow, 2008. "Bankruptcy Prediction with Industry Effects," World Scientific Book Chapters, in: Financial Derivatives Pricing Selected Works of Robert Jarrow, chapter 21, pages 517-549, World Scientific Publishing Co. Pte. Ltd..
    15. Anderson, Keith & Brooks, Chris & Katsaris, Apostolos, 2010. "Speculative bubbles in the S&P 500: Was the tech bubble confined to the tech sector?," Journal of Empirical Finance, Elsevier, vol. 17(3), pages 345-361, June.
    16. Jushan Bai & Pierre Perron, 2003. "Computation and analysis of multiple structural change models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(1), pages 1-22.
    17. Guney, Yilmaz & Ozkan, Aydin & Ozkan, Neslihan, 2007. "International evidence on the non-linear impact of leverage on corporate cash holdings," Journal of Multinational Financial Management, Elsevier, vol. 17(1), pages 45-60, February.
    18. Duy‐Tung Bui, 2018. "How Financial Freedom and Integration Change Public Debt Impact on Financial Development in the Asia‐Pacific: A Panel Smooth Transition Regression Approach," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 51(4), pages 486-501, December.
    19. Zeileis, Achim & Kleiber, Christian & Kramer, Walter & Hornik, Kurt, 2003. "Testing and dating of structural changes in practice," Computational Statistics & Data Analysis, Elsevier, vol. 44(1-2), pages 109-123, October.
    20. Hsu, Kuang-Chung & Chiang, Hui-Chu, 2011. "Nonlinear effects of monetary policy on stock returns in a smooth transition autoregressive model," The Quarterly Review of Economics and Finance, Elsevier, vol. 51(4), pages 339-349.
    21. Mortal, Sandra & Nanda, Vikram & Reisel, Natalia, 2020. "Why do private firms hold less cash than public firms? International evidence on cash holdings and borrowing costs," Journal of Banking & Finance, Elsevier, vol. 113(C).
    22. Bekiros, Stelios D., 2009. "A robust algorithm for parameter estimation in smooth transition autoregressive models," Economics Letters, Elsevier, vol. 103(1), pages 36-38, April.
    23. Zhang, Zan & Hu, Wenjun & Chang, Tsangyao, 2019. "Nonlinear effects of P2P lending on bank loans in a Panel Smooth Transition Regression model," International Review of Economics & Finance, Elsevier, vol. 59(C), pages 468-473.
    24. Thomas I. Palley, 2016. "Why ZLB Economics and Negative Interest Rate Policy (NIRP) are wrong," IMK Working Paper 172-2016, IMK at the Hans Boeckler Foundation, Macroeconomic Policy Institute.
    25. David J. Denis & Stephen B. McKeon, 2012. "Debt Financing and Financial Flexibility Evidence from Proactive Leverage Increases," Review of Financial Studies, Society for Financial Studies, vol. 25(6), pages 1897-1929.
    26. Lee, Chia-Hao & Chou, Pei-I, 2019. "Information dissemination and investors’ sensitivity," The Quarterly Review of Economics and Finance, Elsevier, vol. 74(C), pages 242-250.
    27. Shumway, Tyler, 2001. "Forecasting Bankruptcy More Accurately: A Simple Hazard Model," The Journal of Business, University of Chicago Press, vol. 74(1), pages 101-124, January.
    28. Lins, Karl V. & Servaes, Henri & Tufano, Peter, 2010. "What drives corporate liquidity? An international survey of cash holdings and lines of credit," Journal of Financial Economics, Elsevier, vol. 98(1), pages 160-176, October.
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    More about this item

    Keywords

    Debt; Cash holdings; Interest rate; Panel Smooth Transition Regression (PSTR) model; Nonlinear relationship; Impact response analysis;
    All these keywords.

    JEL classification:

    • C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection
    • C58 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Financial Econometrics
    • G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies
    • G33 - Financial Economics - - Corporate Finance and Governance - - - Bankruptcy; Liquidation

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