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Multilevel Determinants of Capital Structure: Evidence from Malaysia

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  • Niloufar Rezaie Nejad
  • Shaista Wasiuzzaman

Abstract

Given the special characteristics of the Malaysian market, the current study aims to investigate the impact of variables from different levels (firm, industry and country) on the firms’ debt policies. Considering the dynamic nature of capital structure, the study takes the novel approach of examining three levels of determinants simultaneously with respect to time effect. To achieve this, the dataset is constructed from 171 firms listed on the Main Market of the Bursa Malaysia resulting in a total of 1026 firm-year observations within 2005–2010. The firms are from seven different sectors and 63 industries. Based on the ordinary least squares (OLS) results, growth opportunities, profitability, size, ownership, dividend, industry leverage and inflation rate have highly significant relationships with leverage. Board size and firm’s asset liquidity show 5 per cent predictive power while industry liquidity, lending rate and gross domestic products (GDP) demonstrate weakly significant influences on debt levels. Meanwhile, risk, tangibility, age, tax, industry concentration and non-debt tax shields (NDTS) represent insignificant values. Generalized method of moments (GMM) results are similar except for those of dividend and tax, which have opposite signs to the results in OLS, and profitability, firm liquidity and GDP, which lose significance compared to the OLS model. There is also evidence of firms adjusting to a target level of leverage.

Suggested Citation

  • Niloufar Rezaie Nejad & Shaista Wasiuzzaman, 2015. "Multilevel Determinants of Capital Structure: Evidence from Malaysia," Global Business Review, International Management Institute, vol. 16(2), pages 199-212, April.
  • Handle: RePEc:sae:globus:v:16:y:2015:i:2:p:199-212
    DOI: 10.1177/0972150914564274
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    as
    1. Mahajan, Arvind & Tartaroglu, Semih, 2008. "Equity market timing and capital structure: International evidence," Journal of Banking & Finance, Elsevier, vol. 32(5), pages 754-766, May.
    2. Francisco Sogorb- Mira & José Lopez- Gracia, 2003. "Pecking Order Versus Trade-Off: An Empirical Approach To The Small And Medium Enterprise Capital Structure," Working Papers. Serie EC 2003-09, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
    3. 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.
    4. MacKie-Mason, Jeffrey K, 1990. "Do Taxes Affect Corporate Financing Decisions?," Journal of Finance, American Finance Association, vol. 45(5), pages 1471-1493, December.
    5. 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.
    6. Pandey I M, 2001. "Capital Structure and the Firm Characteristics: Evidence from an Emerging Market," IIMA Working Papers WP2001-10-04, Indian Institute of Management Ahmedabad, Research and Publication Department.
    7. Titman, Sheridan & Wessels, Roberto, 1988. " The Determinants of Capital Structure Choice," Journal of Finance, American Finance Association, vol. 43(1), pages 1-19, March.
    8. Mittoo, Usha R. & Zhang, Zhou, 2008. "The capital structure of multinational corporations: Canadian versus U.S. evidence," Journal of Corporate Finance, Elsevier, vol. 14(5), pages 706-720, December.
    9. Huang, Guihai & Song, Frank M., 2006. "The determinants of capital structure: Evidence from China," China Economic Review, Elsevier, vol. 17(1), pages 14-36.
    10. James H. Scott Jr., 1976. "A Theory of Optimal Capital Structure," Bell Journal of Economics, The RAND Corporation, vol. 7(1), pages 33-54, Spring.
    11. 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.
    12. Kayo, Eduardo K. & Kimura, Herbert, 2011. "Hierarchical determinants of capital structure," Journal of Banking & Finance, Elsevier, vol. 35(2), pages 358-371, February.
    13. Berger, Philip G & Ofek, Eli & Yermack, David L, 1997. "Managerial Entrenchment and Capital Structure Decisions," Journal of Finance, American Finance Association, vol. 52(4), pages 1411-1438, September.
    14. Michael Faulkender & Rong Wang, 2006. "Corporate Financial Policy and the Value of Cash," Journal of Finance, American Finance Association, vol. 61(4), pages 1957-1990, August.
    15. Nivorozhkin, Eugene, 2005. "Financing choices of firms in EU accession countries," Emerging Markets Review, Elsevier, vol. 6(2), pages 138-169, June.
    16. Myers, Stewart C., 2003. "Financing of corporations," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, edition 1, volume 1, chapter 4, pages 215-253, Elsevier.
    17. Titman, Sheridan, 1984. "The effect of capital structure on a firm's liquidation decision," Journal of Financial Economics, Elsevier, vol. 13(1), pages 137-151, March.
    18. Matthew D. Hill & G. Wayne Kelly & Michael J. Highfield, 2010. "Net Operating Working Capital Behavior: A First Look," Financial Management, Financial Management Association International, vol. 39(2), pages 783-805, June.
    19. Deesomsak, Rataporn & Paudyal, Krishna & Pescetto, Gioia, 2004. "The determinants of capital structure: evidence from the Asia Pacific region," Journal of Multinational Financial Management, Elsevier, vol. 14(4-5), pages 387-405.
    20. Chakraborty, Indrani, 2010. "Capital structure in an emerging stock market: The case of India," Research in International Business and Finance, Elsevier, vol. 24(3), pages 295-314, September.
    21. 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.
    22. Malcolm Baker & Jeffrey Wurgler, 2002. "Market Timing and Capital Structure," Journal of Finance, American Finance Association, vol. 57(1), pages 1-32, February.
    23. Cheng, Shuenn-Ren & Shiu, Cheng-Yi, 2007. "Investor protection and capital structure: International evidence," Journal of Multinational Financial Management, Elsevier, vol. 17(1), pages 30-44, February.
    24. 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.
    25. 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.
    26. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    27. Fan, Dennis K. K. & So, Raymond W., 2004. "What managers think of capital structure: the evidence from Hong Kong," Journal of Asian Economics, Elsevier, vol. 15(4), pages 817-830, August.
    28. Muradoğlu, Yaz Gülnur & Sivaprasad, Sheeja, 2012. "Capital structure and abnormal returns," International Business Review, Elsevier, vol. 21(3), pages 328-341.
    29. Johnson, Simon & Mitton, Todd, 2003. "Cronyism and capital controls: evidence from Malaysia," Journal of Financial Economics, Elsevier, vol. 67(2), pages 351-382, February.
    30. Loof, Hans, 2004. "Dynamic optimal capital structure and technical change," Structural Change and Economic Dynamics, Elsevier, vol. 15(4), pages 449-468, December.
    31. 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.
    32. 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.
    33. Myers, Stewart C, 1984. "The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-592, July.
    34. 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.
    35. Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
    36. King, Michael R. & Santor, Eric, 2008. "Family values: Ownership structure, performance and capital structure of Canadian firms," Journal of Banking & Finance, Elsevier, vol. 32(11), pages 2423-2432, November.
    37. Wiwattanakantang, Yupana, 1999. "An empirical study on the determinants of the capital structure of Thai firms," Pacific-Basin Finance Journal, Elsevier, vol. 7(3-4), pages 371-403, August.
    38. G.M. Constantinides & M. Harris & R. M. Stulz (ed.), 2003. "Handbook of the Economics of Finance," Handbook of the Economics of Finance, Elsevier, edition 1, volume 1, number 1.
    39. Benjamin M. Friedman, 1985. "Corporate Capital Structures in the United States," NBER Books, National Bureau of Economic Research, Inc, number frie85-1, March.
    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. Syed Tahir Hijazi & Yasir Bin Tariq, 2006. "Determinants of Capital Structure: A Case for the Pakistani Cement Industry," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 11(1), pages 63-80, Jan-Jun.
    42. Krishnan, V. Sivarama & Moyer, R. Charles, 1997. "Performance, capital structure and home country: An analysis of Asian corporations," Global Finance Journal, Elsevier, vol. 8(1), pages 129-143.
    43. G.M. Constantinides & M. Harris & R. M. Stulz (ed.), 2003. "Handbook of the Economics of Finance," Handbook of the Economics of Finance, Elsevier, edition 1, volume 1, number 2.
    44. Chen, Jean J., 2004. "Determinants of capital structure of Chinese-listed companies," Journal of Business Research, Elsevier, vol. 57(12), pages 1341-1351, December.
    45. Megumi Suto, 2003. "Capital Structure and Investment Behaviour of Malaysian Firms in the 1990s: a study of corporate governance before the crisis," Corporate Governance: An International Review, Wiley Blackwell, vol. 11(1), pages 25-39, January.
    46. 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.
    47. 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.
    48. 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.
    49. Alves, Paulo F. Pereira & Ferreira, Miguel A., 2011. "Capital structure and law around the world," Journal of Multinational Financial Management, Elsevier, vol. 21(3), pages 119-150, July.
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