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Dynamic capital structure adjustment: US MNCs & DCs

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  • McMillan, David G.
  • Camara, Omar

Abstract

This paper uses dynamic panel estimators to test whether there are differences in the speed of capital structure adjustment between US-based multinationals and domestic corporations, and why such differences may occur. Prior literature attributes the differences in leverage between MNCs and DCs to agency costs of debt financing and the theorized variance stabilization of overall cash flows from diversification. Related, specific speed factors of adjustment and the rebalancing of capital structure following an equity price shock are also investigated. The results using a dynamic partial adjustment model show that on average DCs adjust to target leverage faster than MNCs. This provides support for the market-timing, pecking order and dynamic trade-off theories of capital structure. Further the paper identifies and attributes the overall relatively faster capital structure adjustment speed of DCs to relatively higher equity returns for MNCs, relatively lower incidence of under-leverage for DCs and the relatively higher incidence of above-target leverage for DCs. Further tests show that agency costs, financial flexibility (i.e., cash flows) and capital investments have different effects on adjustment process for MNCs relative to DCs. The result partially supports prior evidence of inertia following equity price shock to capital structure rebalancing.

Suggested Citation

  • 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.
  • Handle: RePEc:eee:mulfin:v:22:y:2012:i:5:p:278-301
    DOI: 10.1016/j.mulfin.2012.10.001
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    as
    1. Ivo Welch, 2004. "Capital Structure and Stock Returns," Journal of Political Economy, University of Chicago Press, vol. 112(1), pages 106-131, February.
    2. 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.
    3. Doukas, John A. & Pantzalis, Christos, 2003. "Geographic diversification and agency costs of debt of multinational firms," Journal of Corporate Finance, Elsevier, vol. 9(1), pages 59-92, January.
    4. 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.
    5. Todd A Burgman, 1996. "An Empirical Examination of Multinational Corporate Capital Structure," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 27(3), pages 553-570, September.
    6. Charles J P Chen & C S Agnes Cheng & Jia He & Jawon kim, 1997. "An Investigation of the Relationship between International Activities and Capital Structure," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 28(3), pages 563-577, September.
    7. 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.
    8. Wolfgang Drobetz & Gabrielle Wanzenried, 2006. "What determines the speed of adjustment to the target capital structure?," Applied Financial Economics, Taylor & Francis Journals, vol. 16(13), pages 941-958.
    9. Harris, Milton & Raviv, Artur, 1991. "The Theory of Capital Structure," Journal of Finance, American Finance Association, vol. 46(1), pages 297-355, March.
    10. Kwang Chul Lee & Chuck C Y Kwok, 1988. "Multinational Corporations vs. Domestic Corporations: International Environmental Factors and Determinants of Capital Structure," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 19(2), pages 195-217, June.
    11. Fatemi, Ali M., 1988. "The effect of international diversification on corporate financing policy," Journal of Business Research, Elsevier, vol. 16(1), pages 17-30, January.
    12. Slovin, Myron B & Sushka, Marie E, 1997. "The Implications of Equity Issuance Decisions within a Parent-Subsidiary Governance Structure," Journal of Finance, American Finance Association, vol. 52(2), pages 841-857, June.
    13. 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.
    14. Kayhan, Ayla & Titman, Sheridan, 2007. "Firms' histories and their capital structures," Journal of Financial Economics, Elsevier, vol. 83(1), pages 1-32, January.
    15. 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.
    16. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    17. Peter MacKay & Gordon M. Phillips, 2005. "How Does Industry Affect Firm Financial Structure?," The Review of Financial Studies, Society for Financial Studies, vol. 18(4), pages 1433-1466.
    18. Anderson, T. W. & Hsiao, Cheng, 1982. "Formulation and estimation of dynamic models using panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 47-82, January.
    19. 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.
    20. 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.
    21. 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.
    22. 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.
    23. Bruno, Giovanni S.F., 2005. "Approximating the bias of the LSDV estimator for dynamic unbalanced panel data models," Economics Letters, Elsevier, vol. 87(3), pages 361-366, June.
    24. Flannery, Mark J. & Rangan, Kasturi P., 2006. "Partial adjustment toward target capital structures," Journal of Financial Economics, Elsevier, vol. 79(3), pages 469-506, March.
    25. Fatemi, Ali M, 1984. "Shareholder Benefits from Corporate International Diversification," Journal of Finance, American Finance Association, vol. 39(5), pages 1325-1344, December.
    26. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    27. Giovanni S. F. Bruno, 2005. "Estimation and inference in dynamic unbalanced panel-data models with a small number of individuals," Stata Journal, StataCorp LP, vol. 5(4), pages 473-500, December.
    28. 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.
    29. Shapiro, Alan C., 1978. "Financial Structure and Cost of Capital in the Multinational Corporation," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 13(2), pages 211-226, June.
    30. 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.
    31. de Miguel, Alberto & Pindado, Julio, 2001. "Determinants of capital structure: new evidence from Spanish panel data," Journal of Corporate Finance, Elsevier, vol. 7(1), pages 77-99, March.
    32. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    33. repec:bla:jfinan:v:43:y:1988:i:1:p:1-19 is not listed on IDEAS
    34. DeAngelo, Harry & Masulis, Ronald W., 1980. "Optimal capital structure under corporate and personal taxation," Journal of Financial Economics, Elsevier, vol. 8(1), pages 3-29, March.
    35. Malcolm Baker & Jeffrey Wurgler, 2002. "Market Timing and Capital Structure," Journal of Finance, American Finance Association, vol. 57(1), pages 1-32, February.
    36. Allen Michel & Israel Shaked, 1986. "Multinational Corporations vs Domestic Corporations: Financial Performance and Characteristics," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 17(3), pages 89-100, September.
    37. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    38. repec:bla:jfinan:v:44:y:1989:i:1:p:19-40 is not listed on IDEAS
    39. Vikas Mehrotra, 2003. "The Design of Financial Policies in Corporate Spin-offs," The Review of Financial Studies, Society for Financial Studies, vol. 16(4), pages 1359-1388.
    40. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    41. 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.
    42. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
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    14. Ripamonti, Alexandre, 2019. "Capital Structure Adjustments and Asymmetric Information," MPRA Paper 96936, University Library of Munich, Germany.
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    More about this item

    Keywords

    Dynamic capital structure adjustment; Adjustment speed factors; Capital structure rebalancing; MNCs vs. DCs; Panel analysis;
    All these keywords.

    JEL classification:

    • G3 - Financial Economics - - Corporate Finance and Governance

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