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Hierarchical determinants of capital structure

  • Kayo, Eduardo K.
  • Kimura, Herbert
Registered author(s):

    We analyze the influence of time-, firm-, industry- and country-level determinants of capital structure. First, we apply hierarchical linear modeling in order to assess the relative importance of those levels. We find that time and firm levels explain 78% of firm leverage. Second, we include random intercepts and random coefficients in order to analyze the direct and indirect influences of firm/industry/country characteristics on firm leverage. We document several important indirect influences of variables at industry and country-levels on firm determinants of leverage, as well as several structural differences in the financial behavior between firms of developed and emerging countries.

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    File URL: http://www.sciencedirect.com/science/article/B6VCY-50TRX5T-3/2/a32b38f8069746895969be589357b4cb
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    Article provided by Elsevier in its journal Journal of Banking & Finance.

    Volume (Year): 35 (2011)
    Issue (Month): 2 (February)
    Pages: 358-371

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    Handle: RePEc:eee:jbfina:v:35:y:2011:i:2:p:358-371
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    1. MacKie-Mason, Jeffrey K, 1990. " Do Taxes Affect Corporate Financing Decisions?," Journal of Finance, American Finance Association, vol. 45(5), pages 1471-93, December.
    2. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-29, May.
    3. 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, vol. 19(2), pages 195-217, June.
    4. Mihir A. Desai & C. Fritz Foley & James R. Hines, 2004. "A Multinational Perspective on Capital Structure Choice and Internal Capital Markets," Journal of Finance, American Finance Association, vol. 59(6), pages 2451-2487, December.
    5. D'Mello, Ranjan & Miranda, Mercedes, 2010. "Long-term debt and overinvestment agency problem," Journal of Banking & Finance, Elsevier, vol. 34(2), pages 324-335, February.
    6. de Jong, Abe & Kabir, Rezaul & Nguyen, Thuy Thu, 2008. "Capital structure around the world: The roles of firm- and country-specific determinants," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1954-1969, September.
    7. Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
    8. Jianjun Miao, 2003. "Optimal Capital Structure and Industry Dynamics," Industrial Organization 0310001, EconWPA.
    9. Andy C W Chui & Alison E Lloyd & Chuck C Y Kwok, 2002. "The Determination of Capital Structure: Is National Culture a Missing Piece to the Puzzle?," Journal of International Business Studies, Palgrave Macmillan, vol. 33(1), pages 99-127, March.
    10. Clayton, Matthew J., 2009. "Debt, investment, and product market competition: A note on the limited liability effect," Journal of Banking & Finance, Elsevier, vol. 33(4), pages 694-700, April.
    11. Autore, Don M. & Kovacs, Tunde, 2010. "Equity issues and temporal variation in information asymmetry," Journal of Banking & Finance, Elsevier, vol. 34(1), pages 12-23, January.
    12. Ivo Welch, 2004. "Capital Structure and Stock Returns," Journal of Political Economy, University of Chicago Press, vol. 112(1), pages 106-131, February.
    13. Wu, Liansheng & Yue, Heng, 2009. "Corporate tax, capital structure, and the accessibility of bank loans: Evidence from China," Journal of Banking & Finance, Elsevier, vol. 33(1), pages 30-38, January.
    14. Eugene F. Fama & Kenneth R. French, . "Testing Tradeoff and Pecking Order Predictions about Dividends and Debt.”," CRSP working papers 506, Center for Research in Security Prices, Graduate School of Business, University of Chicago.
    15. Booth, L. & Asli Demirgu-Kunt, V.A. & Maksimovic, V., 1999. "Capital Structure in Developing Countries," Rotman School of Management - Finance 00-001, Rotman School of Management, University of Toronto.
    16. Demirguc-Kunt, Asli & Maksimovic, Vojislav, 1999. "Institutions, financial markets, and firm debt maturity," Journal of Financial Economics, Elsevier, vol. 54(3), pages 295-336, December.
    17. de Jong, Abe & Veld, Chris, 2001. "An empirical analysis of incremental capital structure decisions under managerial entrenchment," Journal of Banking & Finance, Elsevier, vol. 25(10), pages 1857-1895, October.
    18. 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, 08.
    19. James R. Brown & Steven M. Fazzari & Bruce C. Petersen, 2009. "Financing Innovation and Growth: Cash Flow, External Equity, and the 1990s R&D Boom," Journal of Finance, American Finance Association, vol. 64(1), pages 151-185, 02.
    20. 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, vol. 28(3), pages 563-577, September.
    21. 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.
    22. Franck Bancel & Usha R. Mittoo, 2004. "Cross-Country Determinants of Capital Structure Choice: A Survey of European Firms," Financial Management, Financial Management Association, vol. 33(4), Winter.
    23. Sattar A Mansi & David M Reeb, 2002. "Corporate International Activity and Debt Financing," Journal of International Business Studies, Palgrave Macmillan, vol. 33(1), pages 129-147, March.
    24. 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.
    25. Zwiebel, Jeffrey, 1996. "Dynamic Capital Structure under Managerial Entrenchment," American Economic Review, American Economic Association, vol. 86(5), pages 1197-1215, December.
    26. Ferri, Michael G & Jones, Wesley H, 1979. "Determinants of Financial Structure: A New Methodological Approach," Journal of Finance, American Finance Association, vol. 34(3), pages 631-44, June.
    27. 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.
    28. Peter MacKay & Gordon M. Phillips, 2005. "How Does Industry Affect Firm Financial Structure?," Review of Financial Studies, Society for Financial Studies, vol. 18(4), pages 1433-1466.
    29. Stulz, ReneM., 1990. "Managerial discretion and optimal financing policies," Journal of Financial Economics, Elsevier, vol. 26(1), pages 3-27, July.
    30. Beck, Thorsten & Demirgüç-Kunt, Asli & Maksimovic, Vojislav, 2008. "Financing patterns around the world: Are small firms different?," Journal of Financial Economics, Elsevier, vol. 89(3), pages 467-487, September.
    31. Heitor Almeida & Murillo Campello, 2007. "Financial Constraints, Asset Tangibility, and Corporate Investment," Review of Financial Studies, Society for Financial Studies, vol. 20(5), pages 1429-1460, 2007 12.
    32. Soku Byoun, 2008. "How and When Do Firms Adjust Their Capital Structures toward Targets?," Journal of Finance, American Finance Association, vol. 63(6), pages 3069-3096, December.
    33. William S Sekely & J Markham Collins, 1988. "Cultural Influences on International Capital Structure," Journal of International Business Studies, Palgrave Macmillan, vol. 19(1), pages 87-100, March.
    34. Villalonga, Belen, 2004. "Intangible resources, Tobin's q, and sustainability of performance differences," Journal of Economic Behavior & Organization, Elsevier, vol. 54(2), pages 205-230, June.
    35. Raghuram G. Rajan & Luigi Zingales, 1994. "What Do We Know About Capital Structure? Some Evidence from International Data," NBER Working Papers 4875, National Bureau of Economic Research, Inc.
    36. Myers, Stewart C, 1984. " The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-92, July.
    37. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    38. 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.
    39. Titman, Sheridan & Wessels, Roberto, 1988. " The Determinants of Capital Structure Choice," Journal of Finance, American Finance Association, vol. 43(1), pages 1-19, March.
    40. Myers, Stewart C. & Majluf, Nicolás S., 1945-, 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Working papers 1523-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    41. Antoniou, Antonios & Guney, Yilmaz & Paudyal, Krishna, 2008. "The Determinants of Capital Structure: Capital Market-Oriented versus Bank-Oriented Institutions," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 43(01), pages 59-92, March.
    42. Lynnette D Purda, 2008. "Risk perception and the financial system," Journal of International Business Studies, Palgrave Macmillan, vol. 39(7), pages 1178-1196, October.
    43. 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.
    44. Leary, Mark T. & Roberts, Michael R., 2010. "The pecking order, debt capacity, and information asymmetry," Journal of Financial Economics, Elsevier, vol. 95(3), pages 332-355, March.
    45. Demirguc-Kunt, Ash & Maksimovic, Vojislav, 1996. "Stock Market Development and Financing Choices of Firms," World Bank Economic Review, World Bank Group, vol. 10(2), pages 341-69, May.
    46. Frank, Murray Z. & Goyal, Vidhan K., 2003. "Testing the pecking order theory of capital structure," Journal of Financial Economics, Elsevier, vol. 67(2), pages 217-248, February.
    47. Todd A Burgman, 1996. "An Empirical Examination of Multinational Corporate Capital Structure," Journal of International Business Studies, Palgrave Macmillan, vol. 27(3), pages 553-570, September.
    48. Margaritis, Dimitris & Psillaki, Maria, 2010. "Capital structure, equity ownership and firm performance," Journal of Banking & Finance, Elsevier, vol. 34(3), pages 621-632, March.
    49. Heitor Almeida & Murillo Campello, 2006. "Financial Constraints, Asset Tangibility, and Corporate Investment," NBER Working Papers 12087, National Bureau of Economic Research, Inc.
    50. Shyam-Sunder, Lakshmi & C. Myers, Stewart, 1999. "Testing static tradeoff against pecking order models of capital structure," Journal of Financial Economics, Elsevier, vol. 51(2), pages 219-244, February.
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