IDEAS home Printed from https://ideas.repec.org/a/kap/annfin/v14y2018i1d10.1007_s10436-017-0306-z.html
   My bibliography  Save this article

Business cycles, financial cycles and capital structure

Author

Listed:
  • Haitham A. Al-Zoubi

    (Alfaisal University)

  • Jennifer A. O’Sullivan

    (Louisiana State University of Alexandria)

  • Abdulaziz M. Alwathnani

    (Alfaisal University)

Abstract

We perform peridogram based cycle analysis of firm capital structure and find evidence that firms’ leverage is both persistent and cyclical. The cyclicality of leverage is supported by the trade-off, pecking order and market timing capital structure theories (Korajczyk and Levy in J Financ Econ 68:75–109, 2003; Bhamra et al. in Rev Financ Stud 23:645–703, 2010). Although market timing theory research supports persistence, previous literature dictates that the trade-off and pecking order theories may predict either persistent or mean reverting leverage. Our tests reject mean reversion in favor of persistent and cyclical leverage. We corroborate pecking order theory literature that predicts leverage is persistent. In these models, when firms’ investment spending is below earnings, leverage decreases. In addition, we examine whether firms change their capital structure as a result of business and financial cycles. Since financial cycles last longer than business cycles, financial cycles should have a long term effect on leverage. Our findings confirm the persistent leverage business cycle models that suggest firms change their capital structure due to financial and credit cycles (Jermann and Quadrini in Am Econ Rev 102:238–271, 2012; Azariadis et al. in Rev Econ Stud 83:1364–1405, 2016). We conclude that leverage is persistent due to the cyclicality of the financing decision.

Suggested Citation

  • Haitham A. Al-Zoubi & Jennifer A. O’Sullivan & Abdulaziz M. Alwathnani, 2018. "Business cycles, financial cycles and capital structure," Annals of Finance, Springer, vol. 14(1), pages 105-123, February.
  • Handle: RePEc:kap:annfin:v:14:y:2018:i:1:d:10.1007_s10436-017-0306-z
    DOI: 10.1007/s10436-017-0306-z
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10436-017-0306-z
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s10436-017-0306-z?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. 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.
    2. Huang, Rongbing & Ritter, Jay R., 2009. "Testing Theories of Capital Structure and Estimating the Speed of Adjustment," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(2), pages 237-271, April.
    3. 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.
    4. Francisco Covas & Wouter J. Den Haan, 2012. "The Role of Debt and Equity Finance Over the Business Cycle," Economic Journal, Royal Economic Society, vol. 122(565), pages 1262-1286, December.
    5. Ivo Welch, 2004. "Capital Structure and Stock Returns," Journal of Political Economy, University of Chicago Press, vol. 112(1), pages 106-131, February.
    6. 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.
    7. 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.
    8. Haitham A. Al-Zoubi, 2017. "Cyclical and Persistent Carry Trade Returns and Forward Premia," Quarterly Journal of Finance (QJF), World Scientific Publishing Co. Pte. Ltd., vol. 7(04), pages 1-33, December.
    9. Bierens, Herman J., 2001. "Complex Unit Roots And Business Cycles: Are They Real?," Econometric Theory, Cambridge University Press, vol. 17(5), pages 962-983, October.
    10. Marios Karabarbounis & Patrick Macnamara & Roisin McCord, 2014. "A Business Cycle Analysis of Debt and Equity Financing," Economic Quarterly, Federal Reserve Bank of Richmond, issue 1Q, pages 51-85.
    11. Choe, Hyuk & Masulis, Ronald W. & Nanda, Vikram, 1993. "Common stock offerings across the business cycle : Theory and evidence," Journal of Empirical Finance, Elsevier, vol. 1(1), pages 3-31, June.
    12. Claessens, Stijn & Kose, M. Ayhan & Terrones, Marco E., 2012. "How do business and financial cycles interact?," Journal of International Economics, Elsevier, vol. 87(1), pages 178-190.
    13. Costas Azariadis & Leo Kaas & Yi Wen, 2016. "Self-Fulfilling Credit Cycles," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(4), pages 1364-1405.
    14. Guglielmo Maria Caporale & Juncal Cuñado & Luis A. Gil-Alana, 2013. "Modelling long-run trends and cycles in financial time series data," Journal of Time Series Analysis, Wiley Blackwell, vol. 34(3), pages 405-421, May.
    15. Taggart, Robert A, Jr, 1977. "A Model of Corporate Financing Decisions," Journal of Finance, American Finance Association, vol. 32(5), pages 1467-1484, December.
    16. 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.
    17. Emilio Barucci & Luca Del Viva, 2013. "Dynamic capital structure and the contingent capital option," Annals of Finance, Springer, vol. 9(3), pages 337-364, August.
    18. Ilya A. Strebulaev, 2007. "Do Tests of Capital Structure Theory Mean What They Say?," Journal of Finance, American Finance Association, vol. 62(4), pages 1747-1787, August.
    19. Urban Jermann & Vincenzo Quadrini, 2012. "Erratum: Macroeconomic Effects of Financial Shocks," American Economic Review, American Economic Association, vol. 102(2), pages 1186-1186, April.
    20. Harjoat S. Bhamra & Lars-Alexander Kuehn & Ilya A. Strebulaev, 2010. "The Levered Equity Risk Premium and Credit Spreads: A Unified Framework," The Review of Financial Studies, Society for Financial Studies, vol. 23(2), pages 645-703, February.
    21. Zwiebel, Jeffrey, 1996. "Dynamic Capital Structure under Managerial Entrenchment," American Economic Review, American Economic Association, vol. 86(5), pages 1197-1215, December.
    22. Bayless, Mark & Chaplinsky, Susan, 1996. "Is There a Window of Opportunity for Seasoned Equity Issuance?," Journal of Finance, American Finance Association, vol. 51(1), pages 253-278, March.
    23. Mark T. Leary & Michael R. Roberts, 2005. "Do Firms Rebalance Their Capital Structures?," Journal of Finance, American Finance Association, vol. 60(6), pages 2575-2619, December.
    24. Al-Zoubi, Haitham A., 2008. "The long swings in the spot exchange rates and the complex unit roots hypothesis," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 18(3), pages 236-244, July.
    25. Auerbach, Alan J., 1985. "The theory of excess burden and optimal taxation," Handbook of Public Economics, in: A. J. Auerbach & M. Feldstein (ed.), Handbook of Public Economics, edition 1, volume 1, chapter 2, pages 61-127, Elsevier.
    26. Fama, Eugene F & French, Kenneth R, 1995. "Size and Book-to-Market Factors in Earnings and Returns," Journal of Finance, American Finance Association, vol. 50(1), pages 131-155, March.
    27. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    28. Claudio Borio, 2014. "The financial cycle and macroeconomics: what have we learned and what are the policy implications?," Chapters, in: Ewald Nowotny & Doris Ritzberger-Grünwald & Peter Backé (ed.), Financial Cycles and the Real Economy, chapter 2, pages 10-35, Edward Elgar Publishing.
    29. Dovern, Jonas & van Roye, Björn, 2014. "International transmission and business-cycle effects of financial stress," Journal of Financial Stability, Elsevier, vol. 13(C), pages 1-17.
    30. Urban Jermann & Vincenzo Quadrini, 2012. "Macroeconomic Effects of Financial Shocks," American Economic Review, American Economic Association, vol. 102(1), pages 238-271, February.
    31. Graham, John R. & Leary, Mark T. & Roberts, Michael R., 2015. "A century of capital structure: The leveraging of corporate America," Journal of Financial Economics, Elsevier, vol. 118(3), pages 658-683.
    32. Mathias Drehmann & Claudio Borio & Kostas Tsatsaronis, 2012. "Characterising the financial cycle: don't lose sight of the medium term!," BIS Working Papers 380, Bank for International Settlements.
    33. Harvey, A C, 1985. "Trends and Cycles in Macroeconomic Time Series," Journal of Business & Economic Statistics, American Statistical Association, vol. 3(3), pages 216-227, June.
    34. Malcolm Baker & Jeffrey Wurgler, 2002. "Market Timing and Capital Structure," Journal of Finance, American Finance Association, vol. 57(1), pages 1-32, February.
    35. Frankel, Richard & Litov, Lubomir, 2009. "Earnings persistence," Journal of Accounting and Economics, Elsevier, vol. 47(1-2), pages 182-190, March.
    36. Fischer, Edwin O & Heinkel, Robert & Zechner, Josef, 1989. " Dynamic Capital Structure Choice: Theory and Tests," Journal of Finance, American Finance Association, vol. 44(1), pages 19-40, March.
    37. Stewart C. Myers, 2001. "Capital Structure," Journal of Economic Perspectives, American Economic Association, vol. 15(2), pages 81-102, Spring.
    38. Borio, Claudio, 2014. "The financial cycle and macroeconomics: What have we learnt?," Journal of Banking & Finance, Elsevier, vol. 45(C), pages 182-198.
    39. 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.
    40. Francisco Covas & Wouter J. Den Haan, 2011. "The Cyclical Behavior of Debt and Equity Finance," American Economic Review, American Economic Association, vol. 101(2), pages 877-899, April.
    41. Simon Kuznets, 1930. "Equilibrium Economics and Business-Cycle Theory," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 44(3), pages 381-415.
    42. Chen, Long & Zhao, Xinlei, 2007. "Mechanical mean reversion of leverage ratios," Economics Letters, Elsevier, vol. 95(2), pages 223-229, May.
    43. Michael L. Lemmon & Michael R. Roberts & Jaime F. Zender, 2008. "Back to the Beginning: Persistence and the Cross‐Section of Corporate Capital Structure," Journal of Finance, American Finance Association, vol. 63(4), pages 1575-1608, August.
    44. Joel M. Vanden, 2016. "Optimal capital structures for private firms," Annals of Finance, Springer, vol. 12(2), pages 245-273, May.
    45. Joseph A. Schumpeter, 1950. "Wesley Clair Mitchell (1874–1948)," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 64(1), pages 139-155.
    46. Cochrane, John H., 2005. "Financial Markets and the Real Economy," Foundations and Trends(R) in Finance, now publishers, vol. 1(1), pages 1-101, July.
    47. Jalilvand, Abolhassan & Harris, Robert S, 1984. "Corporate Behavior in Adjusting to Capital Structure and Dividend Targets: An Econometric Study," Journal of Finance, American Finance Association, vol. 39(1), pages 127-145, March.
    48. 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.
    49. Mark Gertler & R. Glenn Hubbard, 1993. "Corporate Financial Policy, Taxation, and Macroeconomic Risk," RAND Journal of Economics, The RAND Corporation, vol. 24(2), pages 286-303, Summer.
    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. Elena Alexandra Nenu & Georgeta Vintilă & Ştefan Cristian Gherghina, 2018. "The Impact of Capital Structure on Risk and Firm Performance: Empirical Evidence for the Bucharest Stock Exchange Listed Companies," IJFS, MDPI, vol. 6(2), pages 1-29, April.
    2. Ana Venâncio & João Jorge, 2022. "The role of accelerator programmes on the capital structure of start-ups," Small Business Economics, Springer, vol. 59(3), pages 1143-1167, October.
    3. Restrepo, Natalia & Uribe, Jorge M. & Manotas, Diego F., 2020. "Dynamic capital structure under changing market conditions in the oil industry: An empirical investigation," Resources Policy, Elsevier, vol. 69(C).
    4. Sumei Luo & Yuxi Zhang & Guangyou Zhou, 2018. "Financial Structure and Financing Constraints: Evidence on Small- and Medium-Sized Enterprises in China," Sustainability, MDPI, vol. 10(6), pages 1-20, May.
    5. Al-Zoubi, Haitham A., 2019. "Bond and option prices with permanent shocks," Journal of Empirical Finance, Elsevier, vol. 53(C), pages 272-290.
    6. Llobet-Dalmases, Joan & Plana-Erta, Dolors & Uribe, Jorge M., 2023. "Cyclical capital structure decisions," The North American Journal of Economics and Finance, Elsevier, vol. 66(C).

    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. Dang, Viet Anh & Kim, Minjoo & Shin, Yongcheol, 2014. "Asymmetric adjustment toward optimal capital structure: Evidence from a crisis," International Review of Financial Analysis, Elsevier, vol. 33(C), pages 226-242.
    2. Marco Botta & Luca Vittorio Angelo Colombo, 2022. "Non‐linear capital structure dynamics," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 49(9-10), pages 1897-1928, October.
    3. Haitham A. Al‐Zoubi & Jennifer A. O'Sullivan & Aktham I. Al‐Maghyereh & Brendan J. Lambe, 2023. "Disentangling Sentiment from Cyclicality in Firm Capital Structure," Abacus, Accounting Foundation, University of Sydney, vol. 59(2), pages 570-605, June.
    4. Bontempi, Maria Elena & Bottazzi, Laura & Golinelli, Roberto, 2020. "A multilevel index of heterogeneous short-term and long-term debt dynamics," Journal of Corporate Finance, Elsevier, vol. 64(C).
    5. Christopher F. Baum & Mustafa Caglayan & Abdul Rashid, 2017. "Capital structure adjustments: Do macroeconomic and business risks matter?," Empirical Economics, Springer, vol. 53(4), pages 1463-1502, December.
    6. Amini, Shahram & Elmore, Ryan & Öztekin, Özde & Strauss, Jack, 2021. "Can machines learn capital structure dynamics?," Journal of Corporate Finance, Elsevier, vol. 70(C).
    7. Mai, Nhat Chi, 2012. "Market timing, taxes and capital structure: evidence from Vietnam," OSF Preprints t3mvs, Center for Open Science.
    8. Giorgio Canarella & Stephen M. Miller, 2019. "Determinants of Optimal Capital Structure and Speed of Adjustment: Evidence from the U.S. ICT Sector," Working papers 2019-06, University of Connecticut, Department of Economics.
    9. Dang, Viet Anh & Kim, Minjoo & Shin, Yongcheol, 2012. "Asymmetric capital structure adjustments: New evidence from dynamic panel threshold models," Journal of Empirical Finance, Elsevier, vol. 19(4), pages 465-482.
    10. Abdul Rashid, 2017. "Security issuance decisions, idiosyncratic risk, and macroeconomic dynamics," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 41(4), pages 659-678, October.
    11. Viet Anh Dang, 2011. "Testing Capital Structure Theories Using Error Correction Models: Evidence From The Uk, France And Germany," Post-Print hal-00732527, HAL.
    12. Wu, Xueping & Au Yeung, Chau Kin, 2012. "Firm growth type and capital structure persistence," Journal of Banking & Finance, Elsevier, vol. 36(12), pages 3427-3443.
    13. Barclay, Michael J. & Fu, Fangjian & Smith, Clifford W., 2021. "Seasoned equity offerings and corporate financial management," Journal of Corporate Finance, Elsevier, vol. 66(C).
    14. Murray Z. Frank & Vidhan K. Goyal, 2009. "Capital Structure Decisions: Which Factors Are Reliably Important?," Financial Management, Financial Management Association International, vol. 38(1), pages 1-37, March.
    15. Filippo Ippolito & Alessandro Villa, 2022. "Levered Returns and Capital Structure Imbalances," Working Paper Series WP 2022-42, Federal Reserve Bank of Chicago.
    16. G. Oka Warmana & I. Ketut Rahyuda & Ida Bagus Anom Purbawangsa & Ni Luh Gede Sri Artini, 2020. "Investigating Capital Structure Speed of Adjustment (SOA) of Indonesian Companies for Corporate Value," Global Journal of Flexible Systems Management, Springer;Global Institute of Flexible Systems Management, vol. 21(3), pages 215-231, September.
    17. Kayhan, Ayla & Titman, Sheridan, 2007. "Firms' histories and their capital structures," Journal of Financial Economics, Elsevier, vol. 83(1), pages 1-32, January.
    18. Ebrahim, M. Shahid & Girma, Sourafel & Shah, M. Eskandar & Williams, Jonathan, 2014. "Dynamic capital structure and political patronage: The case of Malaysia," International Review of Financial Analysis, Elsevier, vol. 31(C), pages 117-128.
    19. Elsas, Ralf & Florysiak, David, 2008. "Empirical Capital Structure Research: New Ideas, Recent Evidence, and Methodological Issues," Discussion Papers in Business Administration 4743, University of Munich, Munich School of Management.
    20. Wolfgang Drobetz & Dirk C. Schilling & Henning Schröder, 2015. "Heterogeneity in the Speed of Capital Structure Adjustment across Countries and over the Business Cycle," European Financial Management, European Financial Management Association, vol. 21(5), pages 936-973, November.

    More about this item

    Keywords

    Trade-off theory; Pecking order theory; Market timing theory; Business cycles; Financial cycles;
    All these keywords.

    JEL classification:

    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies

    Statistics

    Access and download statistics

    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:kap:annfin:v:14:y:2018:i:1:d:10.1007_s10436-017-0306-z. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.