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Determinants Of Capital Structure: A Quantile Regression Analysis

Author

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  • AVIRAL Kumar Tiwari

    (Faculty of Management, IFHE University, IBS Hyderabad, India)

  • RAVEESH Krishnankutty

    (Faculty of Management, IFHE University, IBS Hyderabad, India)

Abstract

In this study, we attempted to analyze the determinants of capital structure for Indian firms using a panel framework and to investigate whether the capital structure models derived from Western settings provide convincing explanations for capital structure decisions of the Indian firms. The investigation is performed using balanced panel data procedures for a sample 298 firms (from the BSE 500 firms based on the availability of data) during 2001-2010. We found that for lowest quantile LnSales and TANGIT are significant with positive sign and NDTS and PROFIT are significant with negative sign. However, in case of 0.25th quantile LnSales and LnTA are significant with positive sign and PROFIT is significant with negative sign. For median quantile PROFIT is found to be significant with negative sign and TANGIT is significant with positive sign. For 0.75th quantile, in model one, LnSales and PROFIT are significant with negative sign and TANGIT and GROWTHTA are significant with positive sign whereas, in model two, results of 0.75th quantile are similar to the median quantile of model two. For the highest quantile, in case of model one, results are similar to the case of 0.75th quantile with exception that now GROWTHTA in model one (and GROWTHSA in model two). Classification-JEL:

Suggested Citation

  • AVIRAL Kumar Tiwari & RAVEESH Krishnankutty, 2015. "Determinants Of Capital Structure: A Quantile Regression Analysis," Studies in Business and Economics, Lucian Blaga University of Sibiu, Faculty of Economic Sciences, vol. 10(1), pages 16-34, April.
    • Handle: RePEc:blg:journl:v:10:y:2015:i:1:p:16-34
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    as
    1. 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.
    2. Chittenden, Francis & Hall, Graham & Hutchinson, Patrick, 1996. "Small Firm Growth, Access to Capital Markets and Financial Structure: Review of Issues and an Empirical Investigation," Small Business Economics, Springer, vol. 8(1), pages 59-67, February.
    3. repec:bla:jfinan:v:43:y:1988:i:1:p:1-19 is not listed on IDEAS
    4. Huang, Guihai & Song, Frank M., 2006. "The determinants of capital structure: Evidence from China," China Economic Review, Elsevier, vol. 17(1), pages 14-36.
    5. Toy, Norman & Stonehill, Arthur & Remmers, Lee & Wright, Richard & Beekhuisen, Theo, 1974. "A Comparative International Study of Growth, Profitability, and Risk as Determinants of Corporate Debt Ratios in the Manufacturing Sector," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 9(5), pages 875-886, November.
    6. Bradley, Michael & Jarrell, Gregg A & Kim, E Han, 1984. "On the Existence of an Optimal Capital Structure: Theory and Evidence," Journal of Finance, American Finance Association, vol. 39(3), pages 857-878, July.
    7. Harris, Milton & Raviv, Artur, 1991. "The Theory of Capital Structure," Journal of Finance, American Finance Association, vol. 46(1), pages 297-355, March.
    8. Sanford J. Grossman & Oliver D. Hart, 1982. "Corporate Financial Structure and Managerial Incentives," NBER Chapters, in: The Economics of Information and Uncertainty, pages 107-140, National Bureau of Economic Research, Inc.
    9. Buchinsky, Moshe, 1994. "Changes in the U.S. Wage Structure 1963-1987: Application of Quantile Regression," Econometrica, Econometric Society, vol. 62(2), pages 405-458, March.
    10. Warner, Jerold B, 1977. "Bankruptcy Costs: Some Evidence," Journal of Finance, American Finance Association, vol. 32(2), pages 337-347, May.
    11. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    12. Moshe Buchinsky, 1998. "Recent Advances in Quantile Regression Models: A Practical Guideline for Empirical Research," Journal of Human Resources, University of Wisconsin Press, vol. 33(1), pages 88-126.
    13. Alan Bevan & Jo Danbolt, 2002. "Capital structure and its determinants in the UK - a decompositional analysis," Applied Financial Economics, Taylor & Francis Journals, vol. 12(3), pages 159-170.
    14. Laurence Booth & Varouj Aivazian & Asli Demirguc‐Kunt & Vojislav Maksimovic, 2001. "Capital Structures in Developing Countries," Journal of Finance, American Finance Association, vol. 56(1), pages 87-130, February.
    15. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    16. Jensen, Gerald R. & Solberg, Donald P. & Zorn, Thomas S., 1992. "Simultaneous Determination of Insider Ownership, Debt, and Dividend Policies," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 27(2), pages 247-263, June.
    17. Joao Pedro Azevedo, 2004. "GRQREG: Stata module to graph the coefficients of a quantile regression," Statistical Software Components S437001, Boston College Department of Economics, revised 17 Mar 2011.
    18. 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.
    19. 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.
    20. Easterbrook, Frank H, 1984. "Two Agency-Cost Explanations of Dividends," American Economic Review, American Economic Association, vol. 74(4), pages 650-659, September.
    21. Delcoure, Natalya, 2007. "The determinants of capital structure in transitional economies," International Review of Economics & Finance, Elsevier, vol. 16(3), pages 400-415.
    22. Myers, Stewart C, 1984. "The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-592, July.
    23. 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.
    24. 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.
    25. 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.
    26. Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
    27. A. Noulas & G. Genimakis, 2011. "The determinants of capital structure choice: evidence from Greek listed companies," Applied Financial Economics, Taylor & Francis Journals, vol. 21(6), pages 379-387.
    28. Michaelas, Nicos & Chittenden, Francis & Poutziouris, Panikkos, 1999. "Financial Policy and Capital Structure Choice in U.K. SMEs: Empirical Evidence from Company Panel Data," Small Business Economics, Springer, vol. 12(2), pages 113-130, March.
    29. 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.
    30. Michael J. Barclay & Clifford W. Smith, 1996. "On Financial Architecture: Leverage, Maturity, And Priority," Journal of Applied Corporate Finance, Morgan Stanley, vol. 8(4), pages 4-17, January.
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