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Capital structure determinants and adjustment speed: An empirical analysis of Dutch SMEs

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  • Remco Mocking
  • Joep Steegmans

Abstract

This paper presents empirical evidence of both the determinants and the adjustment speed of capital structure of small and medium-sized enterprises (SMEs) in the Netherlands. Using an administrative panel data set of the period 2000-2014, containing 153,923 firms, we estimate a partial adjustment model through system GMM. The results show that firm size and profitability reduce debt to assets ratios, while tangible assets, depreciation, and marginal taxes increase them. Growth of assets is either statistically or economically insignificant. The estimated adjustment speed parameter is 0.748, indicating that the adjustment process is particularly slow in the Netherlands.

Suggested Citation

  • Remco Mocking & Joep Steegmans, 2017. "Capital structure determinants and adjustment speed: An empirical analysis of Dutch SMEs," CPB Discussion Paper 357, CPB Netherlands Bureau for Economic Policy Analysis.
  • Handle: RePEc:cpb:discus:357
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    as
    1. Flannery, Mark J. & Hankins, Kristine Watson, 2013. "Estimating dynamic panel models in corporate finance," Journal of Corporate Finance, Elsevier, vol. 19(C), pages 1-19.
    2. Richard A. Kronmal, 1993. "Spurious Correlation and the Fallacy of the Ratio Standard Revisited," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 156(3), pages 379-392, May.
    3. David Roodman, 2009. "A Note on the Theme of Too Many Instruments," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(1), pages 135-158, February.
    4. Feld, Lars P. & Heckemeyer, Jost H. & Overesch, Michael, 2013. "Capital structure choice and company taxation: A meta-study," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 2850-2866.
    5. Kiviet, Jan F., 1995. "On bias, inconsistency, and efficiency of various estimators in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 68(1), pages 53-78, July.
    6. Stephen Bond, 2002. "Dynamic panel data models: a guide to microdata methods and practice," CeMMAP working papers CWP09/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    7. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    8. Degryse, H.A. & de Goeij, P. C. & Kappert, P., 2009. "The Impact of Firm and Industry Characteristics on Small Firms' Capital Structure : Evidence from Dutch Panel Data," Discussion Paper 2009-21, Tilburg University, Center for Economic Research.
    9. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    10. Bowsher, Clive G., 2002. "On testing overidentifying restrictions in dynamic panel data models," Economics Letters, Elsevier, vol. 77(2), pages 211-220, October.
    11. Myers, Stewart C, 1984. "The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-592, July.
    12. Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
    13. Neyman, Jerzy, 1952. "Lectures and Conferences on Mathematical Statistics and Probability," USDA Miscellaneous 327287, United States Department of Agriculture.
    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. Cristina Aybar-Arias & Alejandro Casino-Martínez & José López-Gracia, 2012. "On the adjustment speed of SMEs to their optimal capital structure," Small Business Economics, Springer, vol. 39(4), pages 977-996, November.
    16. Hans Degryse & Peter Goeij & Peter Kappert, 2012. "The impact of firm and industry characteristics on small firms’ capital structure," Small Business Economics, Springer, vol. 38(4), pages 431-447, May.
    17. Eugene F. Fama, 2002. "Testing Trade-Off and Pecking Order Predictions About Dividends and Debt," Review of Financial Studies, Society for Financial Studies, vol. 15(1), pages 1-33, March.
    18. 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.
    19. Stephen R. Bond, 2002. "Dynamic panel data models: a guide to micro data methods and practice," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 1(2), pages 141-162, August.
    20. Philippe Gaud & Elion Jani & Martin Hoesli & André Bender, 2005. "The Capital Structure of Swiss Companies: an Empirical Analysis Using Dynamic Panel Data," European Financial Management, European Financial Management Association, vol. 11(1), pages 51-69, January.
    21. 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.
    22. 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.
    23. 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.
    24. Hovakimian, Armen, 2006. "Are Observed Capital Structures Determined by Equity Market Timing?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 41(1), pages 221-243, March.
    25. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    26. 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.
    27. de Jong, Abe & Verbeek, Marno & Verwijmeren, Patrick, 2011. "Firms' debt-equity decisions when the static tradeoff theory and the pecking order theory disagree," Journal of Banking & Finance, Elsevier, vol. 35(5), pages 1303-1314, May.
    28. 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.
    29. John R. Graham, 2003. "Taxes and Corporate Finance: A Review," Review of Financial Studies, Society for Financial Studies, vol. 16(4), pages 1075-1129.
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    JEL classification:

    • G24 - Financial Economics - - Financial Institutions and Services - - - Investment Banking; Venture Capital; Brokerage
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business
    • H25 - Public Economics - - Taxation, Subsidies, and Revenue - - - Business Taxes and Subsidies
    • H26 - Public Economics - - Taxation, Subsidies, and Revenue - - - Tax Evasion and Avoidance
    • H87 - Public Economics - - Miscellaneous Issues - - - International Fiscal Issues; International Public Goods

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