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Article Number - 930992420967

Vol.6(3), pp. 978-985 , January 2012
ISSN: 1993-8233

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Full Length Research Paper

What determines leverage in Pakistan? A panel data analysis

Muhammad Azeem Qureshi1*, Muhammad Imdadullah2 and Tanveer Ahsan2

1School of Business, Oslo and Akershus University College of Applied Sciences, Oslo, Norway.

2Institute of Management Sciences, Bahauddin Zakariya University, Multan, Pakistan.

Email: [email protected]

 Accepted: 10 November 2011  Published: 25 January 2012

Copyright © 2012 Author(s) retain the copyright of this article.
This article is published under the terms of the Creative Commons Attribution License 4.0

Most of the chemical sector firms in Pakistan have foreign ownership or collaboration with foreign companies. It may be hypothesized that the leverage behavior of such firms is likely to be in line with the results of international studies of leverage generally carried out in developed economies. But there are a number of factors which differentiate developed economies from the developing ones. Hence, we identify an interesting conjunction for our research to add to the existing body of literature empirical evidence as to what determines leverage in chemical sector firms of Pakistan which have generally foreign ownership/collaboration. For this purpose we use the data of all listed firms of chemical sector of Pakistan for the period 1988 to 2006 (19 years). We use the framework provided by two competing theories, trade-off theory (TOT) and pecking order theory (POT), to identify the determinants of capital structure in the sector by using panel data models to identify the determinants of leverage and nature of their relationship. We find a significant direct relationship between profitability, business risk and leverage. This finding is consistent with TOT and negates the findings of some of the earlier studies in Pakistani context. Further, we find an inverse relationship between size, growth and leverage which is consistent with POT. These findings suggest that most of the chemical sector firms of Pakistan, having foreign ownership/collaboration, use a mix of local and international strategies for their leverage formation in Pakistan.


Key words: Pecking order theory, trade-off theory, capital structure, chemical sector, foreign ownership, Pakistan.

Abor J (2005). The effect of capital structure on profitability: an empirical analysis of listed firms in Ghana. J. Risk Finan., 6: 438-445.
Akaike H (1974). A new look at the statistical model identification. IEEE Trans. Autom. Control, 19(6): 716–723.
Allen DE (1993). The pecking order hypothesis: Australian evidence. App. Fin. Econ. 3(2): 101 - 112.
Al-Najjar B, Taylor P (2008). The relationship between capital structure and ownership structure. Manag. Finan., 34: 919-933.
Baskin J (1989). An Empirical-Investigation of the Pecking Order Hypothesis. Finan. Manage., 18(1): 26-35.
Booth L, Aivazian V, Demirgüç-Kunt A, Maksimovic V (2001). Capital structure in developing countries. J. Finan., 56: 87–130.
Chen J, Strange R (2005). The Determinants of Capital Structure: Evidence from Chinese Listed Companies. Econ. Change. Restruct., 38: 11-35.
Chen JJ (2004). Determinants of capital structure of Chinese-listed companies. J. Bus. Res., 57(12): 1341-1351.
Deangelo H, Masulis RW (1980). Optimal capital structure under corporate and personal taxation. J. Finan., Econ. 3-29.
Deesomsak R, Paudyal K, Pescetto G (2004). The determinants of capital structure:evidence from the Asia Pacific region. J. Multi. Finan. Manage., 14: 387-405.
Delcoure N (2007). The determinants of capital structure in transitional economies. Int. Rev. Econ. Finan., 16: 400-415.
Eriotis N, Vasiliou D, Ventoura-Neokosmidi Z (2007). How firm characteristics affect capital structure: an empirical study. Manage. Finan. 33(5): 321-331.
Fama EF, French KR (2002). Testing trade-off and pecking order predictions about dividends and debt. Rev. Finan. Stud., 15(1): 1-33.
Frank MZ and Goyal VK (2007). Trade-Off and Pecking Order Theories of Debt. SSRN:
Givoly D, Hayn : evidence from firms' response to the Tax Reform Act of 1986. Rev. Econ., Stud., 5(2): 331-355.
Graham JR (1996a C. (1992). Taxes and capital structure. Debt and the Marginal Tax Rate. J. Finan. Econ. 41: 41-74.
Graham JR (1996b). Proxies for the Marginal Tax Rate. J. Finan. Econ., 42: 187-221.
Jensen MC, Meckling WH (1976). Theory of the Firm: Managerial Behaviour, Agency Costs and Ownership Structure. J. Finan. Econ. 3: 305-360.
John K, J Williams (1985). Dividends, Dilution, and Taxes: A Signalling Equilibrium. J. Fin. 40: 1053-1070.
Mazur K (2007). The Determinants of Capital Structure Choice: Evidence from Polish Companies. Int. Adv. Econ. Res., 13(4): 495-514.
Miller MH (1977). Debt and Taxes. J. Finan. 32(2): 261-275.
Modigliani F, Miller MH (1958). The Cost of Capital, Corporation Finance and the Theory of Investment. Am. Econ. Rev. XLVIII(3): 261-280.
Mueller E (2008). How does owners' exposure to idiosyncratic risk influence the capital structure of private companies? J. Empir. Finan., 15: 185-198.
Myers SC (1984). The Capital Structure Puzzle. J. Finan., 39(3): 575-592.
Qureshi MA (2009). Does pecking order theory explain leverage behaviour in Pakistan? App. Finan. Econ., 19(17): 1365–1370.
Rajan RG, Zingales L (1995). What Do We Know About Capital Structure - Some Evidence from International Data. J. Finan., 50(5): 1421-1460.
Ross SA (1977). Determination of Financial Structure - Incentive-Signaling Approach. Bell J. Econ. 8(1): 23-40.
SBP (1988-2006). Balance Sheet Analysis of Joint Stock Companies Listed on The Karachi Stock Exchange. State Bank of Pakistan.
Serrasqueiro Z, Nunes PM (2010). Are trade-off and pecking order theories mutually exclusive in explaining capital structure decisions? Afr. J. Bus. Manage., 4(11): 2216-2230.
Sheikh NA, Wang Z (2011). Determinants of capital structure: An empirical study of firms in manufacturing industry of Pakistan. Manage. Fin. 37(2): 117-133.
Titman S, Wessels R (1988). The Determinants of Capital Structure Choice. J. Fin. 43: 1-19.
Tong GQ, Green CJ (2005). Pecking order or trade-off hypothesis? Evidence on the capital structure of Chinese companies. Appl. Econ. 37(19): 2179-2189.
Wu L, Yue H (2009). Corporate tax, capital structure, and the accessibility of bank loans: Evidence from China. J. Bank. Finan., 33(1): 30-38.


APA (2012). What determines leverage in Pakistan? A panel data analysis. African Journal of Business Management, 6(3), 978-985.
Chicago Muhammad Azeem Qureshi, Muhammad Imdadullah and Tanveer Ahsan. "What determines leverage in Pakistan? A panel data analysis." African Journal of Business Management 6, no. 3 (2012): 978-985.
MLA Muhammad Azeem Qureshi, Muhammad Imdadullah and Tanveer Ahsan. "What determines leverage in Pakistan? A panel data analysis." African Journal of Business Management 6.3 (2012): 978-985.

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