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Regression Analysis of Macroeconomic Conditions and Capital Structures of Publicly Listed British Firms

Author

Listed:
  • Elmina Homapour

    (Nottingham Business School, Nottingham Trent University, Nottingham NG1 4FQ, UK)

  • Larry Su

    (School of Business, Universiti Teknologi Brunei, Seri Begawan BE1410, Brunei)

  • Fabio Caraffini

    (Institute of Artificial Intelligence, School of Computer Science and Informatics, De Montfort University, Leicester LE1 9BH, UK)

  • Francisco Chiclana

    (Institute of Artificial Intelligence, School of Computer Science and Informatics, De Montfort University, Leicester LE1 9BH, UK
    Andalusian Research Institute on Data Science and Computational Intelligence (DaSCI), University of Granada, 18071 Granada, Spain)

Abstract

Using an unbalanced panel of 922 non-financial companies publicly listed on the London Stock Exchange during January 1995 and September 2014, this article tests the predictions of Pecking Order Theory (POT), Trade-off Theory (TOT) and Market Timing Theory (MTT) of capital structure through the lens of macroeconomic conditions. We find strong evidence that leverage is negatively associated with the business cycle but positively related to stock market performance, which is consistent with POT. In addition, leverage is negatively related to financial market risk, as predicted by TOT. Furthermore, leverage is positively related to credit supply, which is in line with both the POT and TOT. Finally, there is no evidence in support of MTT. The above results are robust with respect to the measurement of macroeconomic variables, the choice of estimation methods and the inclusion of a dummy variable to account for the effect of the 2008 financial crisis. An important implication is that, because firms tend to be highly levered during business cycle downturns, expansionary fiscal and monetary policies to encourage more business borrowings may not be effective after all.

Suggested Citation

  • Elmina Homapour & Larry Su & Fabio Caraffini & Francisco Chiclana, 2022. "Regression Analysis of Macroeconomic Conditions and Capital Structures of Publicly Listed British Firms," Mathematics, MDPI, vol. 10(7), pages 1-28, March.
    • Handle: RePEc:gam:jmathe:v:10:y:2022:i:7:p:1119-:d:784250
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    as
    1. Hugonnier, Julien & Morellec, Erwan, 2017. "Bank capital, liquid reserves, and insolvency risk," Journal of Financial Economics, Elsevier, vol. 125(2), pages 266-285.
    2. Ivo Welch, 2004. "Capital Structure and Stock Returns," Journal of Political Economy, University of Chicago Press, vol. 112(1), pages 106-131, February.
    3. Hausman, Jerry A & Taylor, William E, 1981. "Panel Data and Unobservable Individual Effects," Econometrica, Econometric Society, vol. 49(6), pages 1377-1398, November.
    4. Michael Hertzel & Michael Lemmon & James S. Linck & Lynn Rees, 2002. "Long‐Run Performance following Private Placements of Equity," Journal of Finance, American Finance Association, vol. 57(6), pages 2595-2617, December.
    5. Erwan Morellec & Boris Nikolov & Norman Schürhoff, 2012. "Corporate Governance and Capital Structure Dynamics," Journal of Finance, American Finance Association, vol. 67(3), pages 803-848, June.
    6. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-329, May.
    7. Cook, Douglas O. & Tang, Tian, 2010. "Macroeconomic conditions and capital structure adjustment speed," Journal of Corporate Finance, Elsevier, vol. 16(1), pages 73-87, February.
    8. Stephen A. Ross, 1977. "The Determination of Financial Structure: The Incentive-Signalling Approach," Bell Journal of Economics, The RAND Corporation, vol. 8(1), pages 23-40, Spring.
    9. Huang, Zhangkai, 2003. "Evidence of a bank lending channel in the UK," Journal of Banking & Finance, Elsevier, vol. 27(3), pages 491-510, March.
    10. Hackbarth, Dirk & Miao, Jianjun & Morellec, Erwan, 2006. "Capital structure, credit risk, and macroeconomic conditions," Journal of Financial Economics, Elsevier, vol. 82(3), pages 519-550, December.
    11. Kashyap, Anil K & Stein, Jeremy C & Wilcox, David W, 1993. "Monetary Policy and Credit Conditions: Evidence from the Composition of External Finance," American Economic Review, American Economic Association, vol. 83(1), pages 78-98, March.
    12. Hui Chen, 2010. "Macroeconomic Conditions and the Puzzles of Credit Spreads and Capital Structure," Journal of Finance, American Finance Association, vol. 65(6), pages 2171-2212, December.
    13. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    14. A. Panno, 2003. "An empirical investigation on the determinants of capital structure: the UK and Italian experience," Applied Financial Economics, Taylor & Francis Journals, vol. 13(2), pages 97-112.
    15. Harford, Jarrad & Klasa, Sandy & Walcott, Nathan, 2009. "Do firms have leverage targets? Evidence from acquisitions," Journal of Financial Economics, Elsevier, vol. 93(1), pages 1-14, July.
    16. Cannaday, Roger E & Yang, Tyler T, 1996. "Optimal Leverage Strategy: Capital Structure in Real Estate Investments," The Journal of Real Estate Finance and Economics, Springer, vol. 13(3), pages 263-271, November.
    17. Alan Bevan & Jo Danbolt, 2002. "Capital structure and its determinants in the UK - a decompositional analysis," Applied Financial Economics, Taylor & Francis Journals, vol. 12(3), pages 159-170.
    18. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    19. Marsh, Paul, 1982. "The Choice between Equity and Debt: An Empirical Study," Journal of Finance, American Finance Association, vol. 37(1), pages 121-144, March.
    20. Myers, Stewart C, 1984. "The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-592, July.
    21. Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
    22. Andrew Benito, 2003. "The capital structure decisions of firms: is there a pecking order?," Working Papers 0310, Banco de España.
    23. Korajczyk, Robert A. & Levy, Amnon, 2003. "Capital structure choice: macroeconomic conditions and financial constraints," Journal of Financial Economics, Elsevier, vol. 68(1), pages 75-109, April.
    24. Hovakimian, Armen & Opler, Tim & Titman, Sheridan, 2001. "The Debt-Equity Choice," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 36(1), pages 1-24, March.
    25. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    26. J. Tobin, 1958. "Liquidity Preference as Behavior Towards Risk," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 25(2), pages 65-86.
    27. Rajan, Raghuram G & Zingales, Luigi, 1995. "What Do We Know about Capital Structure? Some Evidence from International Data," Journal of Finance, American Finance Association, vol. 50(5), pages 1421-1460, December.
    28. Harjoat S. Bhamra & Lars-Alexander Kuehn & Ilya A. Strebulaev, 2010. "The Aggregate Dynamics of Capital Structure and Macroeconomic Risk," The Review of Financial Studies, Society for Financial Studies, vol. 23(12), pages 4187-4241, December.
    29. A. A. Bevan & J. Danbolt, 2004. "Testing for inconsistencies in the estimation of UK capital structure determinants," Applied Financial Economics, Taylor & Francis Journals, vol. 14(1), pages 55-66.
    30. Aydin Ozkan, 2001. "Determinants of Capital Structure and Adjustment to Long Run Target: Evidence From UK Company Panel Data," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 28(1‐2), pages 175-198, January.
    31. Graham, John R. & Harvey, Campbell R., 2001. "The theory and practice of corporate finance: evidence from the field," Journal of Financial Economics, Elsevier, vol. 60(2-3), pages 187-243, May.
    32. Ronna Cong, 2001. "Marginal effects of the tobit model," Stata Technical Bulletin, StataCorp LP, vol. 10(56).
    33. Michael J. Barclay & Erwan Morellec, 2006. "On the Debt Capacity of Growth Options," The Journal of Business, University of Chicago Press, vol. 79(1), pages 37-60, January.
    34. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    35. Loughran, Tim & Ritter, Jay R, 1995. "The New Issues Puzzle," Journal of Finance, American Finance Association, vol. 50(1), pages 23-51, March.
    36. Levy, Amnon & Hennessy, Christopher, 2007. "Why does capital structure choice vary with macroeconomic conditions?," Journal of Monetary Economics, Elsevier, vol. 54(6), pages 1545-1564, September.
    37. Aydin Ozkan, 2001. "Determinants of Capital Structure and Adjustment to Long Run Target: Evidence From UK Company Panel Data," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 28(1-2), pages 175-198.
    38. Aydin Ozkan, 2000. "An empirical analysis of corporate debt maturity structure," European Financial Management, European Financial Management Association, vol. 6(2), pages 197-212, June.
    39. Voutsinas, Konstantinos & Werner, Richard A., 2011. "Credit supply and corporate capital structure: Evidence from Japan," International Review of Financial Analysis, Elsevier, vol. 20(5), pages 320-334.
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