IDEAS home Printed from https://ideas.repec.org/a/eee/empfin/v37y2016icp37-58.html
   My bibliography  Save this article

Leverage changes and growth options in mergers and acquisitions

Author

Listed:
  • Agliardi, Elettra
  • Amel-Zadeh, Amir
  • Koussis, Nicos

Abstract

We develop and empirically test a trade-off model for the analysis of leverage changes in mergers and acquisitions. Our study extends prior findings of a post-merger increase in leverage for the acquiring firm, by linking this leverage increase to merging firms that are less correlated, create significantly larger growth options, and have lower bankruptcy costs and lower volatility. Specifically, we show that acquiring firms are more likely to finance diversifying acquisitions with debt as equity holders exploit the increased debt capacity with higher leverage resulting in total merger gains that are positively associated with financial synergies. We also provide evidence of a U-shaped relationship between growth options and leverage changes theoretically and empirically in the context of mergers.

Suggested Citation

  • Agliardi, Elettra & Amel-Zadeh, Amir & Koussis, Nicos, 2016. "Leverage changes and growth options in mergers and acquisitions," Journal of Empirical Finance, Elsevier, vol. 37(C), pages 37-58.
  • Handle: RePEc:eee:empfin:v:37:y:2016:i:c:p:37-58
    DOI: 10.1016/j.jempfin.2016.02.004
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0927539816300184
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jempfin.2016.02.004?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. Morellec, Erwan & Zhdanov, Alexei, 2008. "Financing and takeovers," Journal of Financial Economics, Elsevier, vol. 87(3), pages 556-581, March.
    2. 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.
    3. Boyle, Phelim P & Evnine, Jeremy & Gibbs, Stephen, 1989. "Numerical Evaluation of Multivariate Contingent Claims," The Review of Financial Studies, Society for Financial Studies, vol. 2(2), pages 241-250.
    4. Ming Dong & David Hirshleifer & Scott Richardson & Siew Hong Teoh, 2006. "Does Investor Misvaluation Drive the Takeover Market?," Journal of Finance, American Finance Association, vol. 61(2), pages 725-762, April.
    5. 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.
    6. Lang, Larry & Ofek, Eli & Stulz, Rene M., 1996. "Leverage, investment, and firm growth," Journal of Financial Economics, Elsevier, vol. 40(1), pages 3-29, January.
    7. Morellec, Erwan & Zhdanov, Alexei, 2005. "The dynamics of mergers and acquisitions," Journal of Financial Economics, Elsevier, vol. 77(3), pages 649-672, September.
    8. 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.
    9. Dirk Hackbarth & Erwan Morellec, 2008. "Stock Returns in Mergers and Acquisitions," Journal of Finance, American Finance Association, vol. 63(3), pages 1213-1252, June.
    10. Barclay, Michael J & Smith, Clifford W, Jr, 1995. "The Maturity Structure of Corporate Debt," Journal of Finance, American Finance Association, vol. 50(2), pages 609-631, June.
    11. Dirk Hackbarth & David C. Mauer, 2012. "Optimal Priority Structure, Capital Structure, and Investment," The Review of Financial Studies, Society for Financial Studies, vol. 25(3), pages 747-796.
    12. 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.
    13. Margsiri, Worawat & Melloy, Antonio S. & Ruckesz, Martin E., 2008. "A Dynamic Analysis of Growth via Acquisition," CEI Working Paper Series 2008-8, Center for Economic Institutions, Institute of Economic Research, Hitotsubashi University.
    14. Shane A. Johnson, 2003. "Debt Maturity and the Effects of Growth Opportunities and Liquidity Risk on Leverage," The Review of Financial Studies, Society for Financial Studies, vol. 16(1), pages 209-236.
    15. Avinash K. Dixit & Robert S. Pindyck, 1994. "Investment under Uncertainty," Economics Books, Princeton University Press, edition 1, number 5474.
    16. Rau, P. Raghavendra & Stouraitis, Aris, 2011. "Patterns in the Timing of Corporate Event Waves," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(1), pages 209-246, February.
    17. 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.
    18. Berger, Philip G. & Ofek, Eli & Swary, Itzhak, 1996. "Investor valuation of the abandonment option," Journal of Financial Economics, Elsevier, vol. 42(2), pages 257-287, October.
    19. Lang, Larry H. P. & Stulz, ReneM. & Walkling, Ralph A., 1989. "Managerial performance, Tobin's Q, and the gains from successful tender offers," Journal of Financial Economics, Elsevier, vol. 24(1), pages 137-154, September.
    20. Rhodes-Kropf, Matthew & Robinson, David T. & Viswanathan, S., 2005. "Valuation waves and merger activity: The empirical evidence," Journal of Financial Economics, Elsevier, vol. 77(3), pages 561-603, September.
    21. Boyan Jovanovic & Peter L. Rousseau, 2002. "The Q-Theory of Mergers," American Economic Review, American Economic Association, vol. 92(2), pages 198-204, May.
    22. Hayne E. Leland, 2007. "Financial Synergies and the Optimal Scope of the Firm: Implications for Mergers, Spinoffs, and Structured Finance," Journal of Finance, American Finance Association, vol. 62(2), pages 765-807, April.
    23. 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.
    24. 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.
    25. Tor-Erik Bakke & Toni M. Whited, 2010. "Which Firms Follow the Market? An Analysis of Corporate Investment Decisions," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1941-1980.
    26. Maloney, Michael T & McCormick, Robert E & Mitchell, Mark L, 1993. "Managerial Decision Making and Capital Structure," The Journal of Business, University of Chicago Press, vol. 66(2), pages 189-217, April.
    27. Hovakimian, Armen & Li, Guangzhong, 2011. "In search of conclusive evidence: How to test for adjustment to target capital structure," Journal of Corporate Finance, Elsevier, vol. 17(1), pages 33-44, February.
    28. Alon Brav & Roni Michaely & Michael Roberts & Rebecca Zarutskie, 2009. "Evidence on the Trade‐Off between Risk and Return for IPO and SEO Firms," Financial Management, Financial Management Association International, vol. 38(2), pages 221-252, June.
    29. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    30. 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.
    31. 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.
    32. Penas, Maria Fabiana & Unal, Haluk, 2004. "Gains in bank mergers: Evidence from the bond markets," Journal of Financial Economics, Elsevier, vol. 74(1), pages 149-179, October.
    33. Scott, James H, Jr, 1977. "On the Theory of Conglomerate Mergers," Journal of Finance, American Finance Association, vol. 32(4), pages 1235-1250, September.
    34. Servaes, Henri, 1991. "Tobin's Q and the Gains from Takeovers," Journal of Finance, American Finance Association, vol. 46(1), pages 409-419, March.
    35. Lewellen, Wilbur G, 1971. "A Pure Financial Rationale for the Conglomerate Merger," Journal of Finance, American Finance Association, vol. 26(2), pages 521-537, May.
    36. Eugene F. Fama, 2002. "Testing Trade-Off and Pecking Order Predictions About Dividends and Debt," The Review of Financial Studies, Society for Financial Studies, vol. 15(1), pages 1-33, March.
    37. Timothy Erickson & Toni M. Whited, 2006. "On the Accuracy of Different Measures of q," Financial Management, Financial Management Association International, vol. 35(3), pages 5-33, September.
    38. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    39. Worawat Margsiri & Antonio S. Mello & Martin E. Ruckes, 2008. "A Dynamic Analysis of Growth via Acquisition," Review of Finance, European Finance Association, vol. 12(4), pages 635-671.
    40. 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.
    41. Gregor Andrade & Mark Mitchell & Erik Stafford, 2001. "New Evidence and Perspectives on Mergers," Journal of Economic Perspectives, American Economic Association, vol. 15(2), pages 103-120, Spring.
    42. 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.
    43. Moeller, Sara B. & Schlingemann, Frederik P. & Stulz, Rene M., 2004. "Firm size and the gains from acquisitions," Journal of Financial Economics, Elsevier, vol. 73(2), pages 201-228, August.
    44. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    45. Engel, E & Erickson, M & Maydew, E, 1999. "Debt-equity hybrid securities," Journal of Accounting Research, Wiley Blackwell, vol. 37(2), pages 249-274.
    46. Titman, Sheridan & Wessels, Roberto, 1988. " The Determinants of Capital Structure Choice," Journal of Finance, American Finance Association, vol. 43(1), pages 1-19, March.
    47. Matthew J. Clayton & S. Abraham Ravid, 2002. "The Effect of Leverage on Bidding Behavior: Theory and Evidence from the FCC Auctions," The Review of Financial Studies, Society for Financial Studies, vol. 15(3), pages 723-750.
    48. Timothy Erickson & Toni M. Whited, 2012. "Treating Measurement Error in Tobin's q," The Review of Financial Studies, Society for Financial Studies, vol. 25(4), pages 1286-1329.
    49. Maquieira, Carlos P. & Megginson, William L. & Nail, Lance, 1998. "Wealth creation versus wealth redistributions in pure stock-for-stock mergers," Journal of Financial Economics, Elsevier, vol. 48(1), pages 3-33, April.
    50. DeAngelo, Harry & DeAngelo, Linda & Whited, Toni M., 2011. "Capital structure dynamics and transitory debt," Journal of Financial Economics, Elsevier, vol. 99(2), pages 235-261, February.
    51. Malcolm Baker & Jeffrey Wurgler, 2002. "Market Timing and Capital Structure," Journal of Finance, American Finance Association, vol. 57(1), pages 1-32, February.
    52. David J. Denis & Stephen B. McKeon, 2012. "Debt Financing and Financial Flexibility Evidence from Proactive Leverage Increases," The Review of Financial Studies, Society for Financial Studies, vol. 25(6), pages 1897-1929.
    53. Deen Kemsley & Doron Nissim, 2002. "Valuation of the Debt Tax Shield," Journal of Finance, American Finance Association, vol. 57(5), pages 2045-2073, October.
    54. Uysal, Vahap B., 2011. "Deviation from the target capital structure and acquisition choices," Journal of Financial Economics, Elsevier, vol. 102(3), pages 602-620.
    55. McDonald, Robert & Siegel, Daniel, 1984. "Option Pricing When the Underlying Asset Earns a Below-Equilibrium Rate of Return: A Note," Journal of Finance, American Finance Association, vol. 39(1), pages 261-265, March.
    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. Attaoui, Sami & Cao, Wenbin & Six, Pierre, 2021. "Capital structure and the optimal payment methods in acquisitions," International Review of Law and Economics, Elsevier, vol. 66(C).
    2. Murray, Benjamin & Svec, Jiri & Wright, Danika, 2017. "Wealth transfer, signaling and leverage in M&A," International Review of Financial Analysis, Elsevier, vol. 52(C), pages 203-212.
    3. Shen, Huayu & Liang, Yue & Li, Hanwen & Liu, Jie & Lu, Guangxi, 2021. "Does geopolitical risk promote mergers and acquisitions of listed companies in energy and electric power industries," Energy Economics, Elsevier, vol. 95(C).
    4. Gao, Zaihan & Bao, Yue, 2022. "Do acquirers of mega mergers prefer to improve debt level? An investigation on mega deals and leverage change," Finance Research Letters, Elsevier, vol. 47(PB).

    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. Alexandridis, George & Antypas, Nikolaos & Gulnur, Arman & Visvikis, Ilias, 2020. "Corporate financial leverage and M&As choices: Evidence from the shipping industry," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 133(C).
    2. 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.
    3. Lim, Steve C. & Macias, Antonio J. & Moeller, Thomas, 2020. "Intangible assets and capital structure," Journal of Banking & Finance, Elsevier, vol. 118(C).
    4. Uysal, Vahap B., 2011. "Deviation from the target capital structure and acquisition choices," Journal of Financial Economics, Elsevier, vol. 102(3), pages 602-620.
    5. 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.
    6. Yousry Ahmed & Tamer Elshandidy, 2021. "Effect of leverage deviation on choices and outcomes of public versus non‐public acquisitions," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(3), pages 3436-3459, July.
    7. Martynova, M., 2006. "The market for corporate control and corporate governance regulation in Europe," Other publications TiSEM 8651e281-4914-41f2-ac14-1, Tilburg University, School of Economics and Management.
    8. Joye Khoo & Robert B. Durand & Subhrendu Rath, 2017. "Leverage adjustment after mergers and acquisitions," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 57, pages 185-210, April.
    9. 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).
    10. Gao, Ning, 2011. "The adverse selection effect of corporate cash reserve: Evidence from acquisitions solely financed by stock," Journal of Corporate Finance, Elsevier, vol. 17(4), pages 789-808, September.
    11. Yildirim, Ramazan & Masih, Mansur & Bacha, Obiyathulla Ismath, 2018. "Determinants of capital structure: evidence from Shari'ah compliant and non-compliant firms," Pacific-Basin Finance Journal, Elsevier, vol. 51(C), pages 198-219.
    12. Furfine, Craig H. & Rosen, Richard J., 2011. "Mergers increase default risk," Journal of Corporate Finance, Elsevier, vol. 17(4), pages 832-849, September.
    13. Rastad, Mahdi, 2016. "Capital structure pre-balancing: Evidence from convertible bonds," Journal of Corporate Finance, Elsevier, vol. 41(C), pages 43-65.
    14. Strebulaev, Ilya A. & Whited, Toni M., 2012. "Dynamic Models and Structural Estimation in Corporate Finance," Foundations and Trends(R) in Finance, now publishers, vol. 6(1–2), pages 1-163, November.
    15. Hu, May & Yang, Jingjing, 2016. "The role of leverage in cross-border mergers and acquisitions," International Review of Economics & Finance, Elsevier, vol. 43(C), pages 170-199.
    16. Antonczyk, Ron Christian & Salzmann, Astrid Juliane, 2014. "Overconfidence and optimism: The effect of national culture on capital structure," Research in International Business and Finance, Elsevier, vol. 31(C), pages 132-151.
    17. Dudley, Evan, 2012. "Capital structure and large investment projects," Journal of Corporate Finance, Elsevier, vol. 18(5), pages 1168-1192.
    18. Bolton, Patrick & Li, Ye & Wang, Neng & Yang, Jinqiang, 2020. "Dynamic Banking and the Value of Deposits," Working Paper Series 2020-13, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
    19. McMillan, David G. & Camara, Omar, 2012. "Dynamic capital structure adjustment: US MNCs & DCs," Journal of Multinational Financial Management, Elsevier, vol. 22(5), pages 278-301.
    20. Vermaelen, Theo & Xu, Moqi, 2014. "Acquisition finance and market timing," Journal of Corporate Finance, Elsevier, vol. 25(C), pages 73-91.

    More about this item

    Keywords

    Capital structure; Mergers and acquisitions; Growth options; Dynamic trade-off model;
    All these keywords.

    JEL classification:

    • G13 - Financial Economics - - General Financial Markets - - - Contingent Pricing; Futures Pricing
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance

    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:eee:empfin:v:37:y:2016:i:c:p:37-58. 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/jempfin .

    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.