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Determinants of Capital Structure: Evidence from a Major Developing Economy

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  • Bülent Köksal
  • Cüneyt Orman

Abstract

Our paper uses a new and comprehensive dataset to investigate the capital structure of non-financial firms in a major emerging market economy, Turkey. We study both statistical and economic significance of four types of leverage factors: Firm-specific, tax-related, industry specific,and macroeconomic. We have included "capital flows" as a new determinant of non-financial firm capital structure in our analysis. We use fixed effects panel data analysis by adjusting the errors for heteroskedasticity and serial correlation. A summary of the issues analyzed in the paper that distinguishes it from the literature. 1. This paper is the first to provide evidence that tradeoff theory better accounts for the capital structure of Turkish firms than the pecking order theory. 2. In the Turkish context, this paper is also the first to show that firms adjust their leverage towards the industry median and that firms match the maturity of their assets and liabilities among several other findings. 3. On a more general level, our dataset is not just bigger and/or newer. It is different from the previous datasets in terms of its coverage of privately-owned firms. Although our dataset includes listed firms, most firms in the dataset are privately-owned, which means that the dataset is much more representative of the actual population of firms, thereby allowing us to take an unprecedentedly more accurate picture of the capital structure of the average (ie typical) non-financial firm. Most studies are silent on this as they focus on firms listed on the stock exchanges. We believe, this aspect of our paper is quite a distinguishing feature. 4. Another novel aspect is that we investigate not only the "statistical significance" of various determinants but also their "economic significance". This is very rare in the literature. Given this, we can rank the relative economic importance of various types of determinants (firm-specific, industry-specific, tax-related, macroeconomic) for Turkey. This can be fruitfully investigated in other countries as well. A statistically significant factor may not have to be very important if it is not economically all that important. This point is rarely made, if at all. 5. Our analysis also sheds light on the statistical as well as economic significance of leverage determinants for short-term, long-term, and total leverage definitions. For example, our findings suggest that if one is analyzing long-term leverage, the most economically important determinant is tangibility or collateral, even before size, profitabiliy, or tax-related factors. 6. Also novel is our finding that short-term debt ratios increase with firm size, but only for firms that are sufficiently large, indicating a “threshold effect” in size for short-term indebtedness. To our knowledge, no previous study has uncovered such a pattern in any country.

Suggested Citation

  • Bülent Köksal & Cüneyt Orman, 2014. "Determinants of Capital Structure: Evidence from a Major Developing Economy," EcoMod2014 6405, EcoMod.
  • Handle: RePEc:ekd:006356:6405
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    1. Frederic S. Mishkin, 1997. "The causes and propagation of financial instability : lessons for policy makers," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 55-96.
    2. 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.
    3. Stohs, Mark Hoven & Mauer, David C, 1996. "The Determinants of Corporate Debt Maturity Structure," The Journal of Business, University of Chicago Press, vol. 69(3), pages 279-312, July.
    4. M Ayhan Kose & Eswar Prasad & Kenneth Rogoff & Shang-Jin Wei, 2009. "Financial Globalization: A Reappraisal," IMF Staff Papers, Palgrave Macmillan, vol. 56(1), pages 8-62, April.
    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. 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.
    7. Huang, Guihai & Song, Frank M., 2006. "The determinants of capital structure: Evidence from China," China Economic Review, Elsevier, vol. 17(1), pages 14-36.
    8. Paul A. Gompers & Andrew Metrick, 2001. "Institutional Investors and Equity Prices," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 229-259.
    9. 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.
    10. 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.
    11. 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.
    12. Saumitra Bhaduri, 2002. "Determinants of capital structure choice: a study of the Indian corporate sector," Applied Financial Economics, Taylor & Francis Journals, vol. 12(9), pages 655-665.
    13. Halil Ibrahim Aydin & Cafer Kaplan & Mehtap Kesriyeli & Erdal Ozmen & Cihan Yalcin & Serkan Yigit, 2006. "Corporate Sector Financial Structure in Turkey : A Descriptive Analysis," Working Papers 0607, Research and Monetary Policy Department, Central Bank of the Republic of Turkey.
    14. Schmukler, Sergio L. & Vesperoni, Esteban, 2006. "Financial globalization and debt maturity in emerging economies," Journal of Development Economics, Elsevier, vol. 79(1), pages 183-207, February.
    15. 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.
    16. Carmen M. Reinhart & Kenneth S. Rogoff, 2011. "From Financial Crash to Debt Crisis," American Economic Review, American Economic Association, vol. 101(5), pages 1676-1706, August.
    17. Dilek Demirhan, 2009. "Sermaye Yapisini Etkileyen Firmaya Ozgu Faktorlerin Analizi: IMKB Hizmet Firmalari Uzerine Bir Uygulama," Ege Academic Review, Ege University Faculty of Economics and Administrative Sciences, vol. 9(2), pages 677-697.
    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. Christopher A. Hennessy & Toni M. Whited, 2005. "Debt Dynamics," Journal of Finance, American Finance Association, vol. 60(3), pages 1129-1165, June.
    20. Cebenoyan, A. Sinan & Fischer, Klaus P. & Papaioannou, George J., 1995. "Corporate financial structure under inflation and financial repression: A comparative study of North American and emerging markets firms," Global Finance Journal, Elsevier, vol. 6(1), pages 25-45.
    21. M Ayhan Kose & Eswar Prasad & Kenneth Rogoff & Shang-Jin Wei, 2009. "Financial Globalization: A Reappraisal," IMF Staff Papers, Palgrave Macmillan, vol. 56(1), pages 8-62, April.
    22. 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(1), pages 59-92, March.
    23. Mehmet Emin YILDIZ & Abdullah YALAMA & Güven SEVİL, 2009. "Sermaye yapısı teorilerinin geçerliliğinin test edilmesi: Panel veri analizi kullanılarak İMKB-imalat sektörü üzerinde ampirik bir uygulama," Iktisat Isletme ve Finans, Bilgesel Yayincilik, vol. 24(278), pages 25-45.
    24. 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.
    25. Turhan, Ibrahim M., 2008. "Why did it work this time: a comparative analysis of transformation of Turkish economy after 2002," MPRA Paper 31158, University Library of Munich, Germany.
    26. 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.
    27. Barclay, Michael J & Smith, Clifford W, Jr, 1995. "The Maturity Structure of Corporate Debt," Journal of Finance, American Finance Association, vol. 50(2), pages 609-631, June.
    28. Demirguc-Kunt, Ash & Maksimovic, Vojislav, 1996. "Stock Market Development and Financing Choices of Firms," The World Bank Economic Review, World Bank, vol. 10(2), pages 341-369, May.
    29. Titman, Sheridan & Wessels, Roberto, 1988. " The Determinants of Capital Structure Choice," Journal of Finance, American Finance Association, vol. 43(1), pages 1-19, March.
    30. Robert A. Taggart, Jr., 1985. "Secular Patterns in the Financing of U.S. Corporations," NBER Chapters, in: Corporate Capital Structures in the United States, pages 13-80, National Bureau of Economic Research, Inc.
    31. M. Banu DURUKAN, 1998. "Makroekonomik Değişkenlerin Türk Firmalarının Finansal Yapısına Etkisi; Zaman Serisi Analizinden Kanıtlar 1975-1997," Iktisat Isletme ve Finans, Bilgesel Yayincilik, vol. 13(147), pages 43-54.
    32. Diamond, Douglas W, 1989. "Reputation Acquisition in Debt Markets," Journal of Political Economy, University of Chicago Press, vol. 97(4), pages 828-862, August.
    33. DeAngelo, Harry & Masulis, Ronald W., 1980. "Optimal capital structure under corporate and personal taxation," Journal of Financial Economics, Elsevier, vol. 8(1), pages 3-29, March.
    34. Harris, Milton & Raviv, Artur, 1991. "The Theory of Capital Structure," Journal of Finance, American Finance Association, vol. 46(1), pages 297-355, March.
    35. Wald, John K, 1999. "How Firm Characteristics Affect Capital Structure: An International Comparison," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 22(2), pages 161-187, Summer.
    36. Jonathan D Ostry & Atish R Ghosh & Marcos Chamon & Mahvash S Qureshi, 2011. "Capital Controls: When and Why?," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 59(3), pages 562-580, August.
    37. Douglas W. Diamond, 1991. "Debt Maturity Structure and Liquidity Risk," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(3), pages 709-737.
    38. Fama, Eugene F, 1990. "Contract Costs and Financing Decisions," The Journal of Business, University of Chicago Press, vol. 63(1), pages 71-91, January.
    39. 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.
    40. Falkenstein, Eric G, 1996. "Preferences for Stock Characteristics as Revealed by Mutual Fund Portfolio Holdings," Journal of Finance, American Finance Association, vol. 51(1), pages 111-135, March.
    41. 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.
    42. Maksimovic, Vojislav & Zechner, Josef, 1991. "Debt, Agency Costs, and Industry Equilibrium," Journal of Finance, American Finance Association, vol. 46(5), pages 1619-1643, December.
    43. Kraus, Alan & Litzenberger, Robert H, 1973. "A State-Preference Model of Optimal Financial Leverage," Journal of Finance, American Finance Association, vol. 28(4), pages 911-922, September.
    44. Geoffrey Shuetrim & Philip Lowe & Steve Morling, 1993. "The Determinants of Corporate Leverage: A Panel Data Analysis," RBA Research Discussion Papers rdp9313, Reserve Bank of Australia.
    45. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    46. Doytch, Nadia & Uctum, Merih, 2011. "Does the worldwide shift of FDI from manufacturing to services accelerate economic growth? A GMM estimation study," Journal of International Money and Finance, Elsevier, vol. 30(3), pages 410-427, April.
    47. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    48. Miller, Merton H, 1977. "Debt and Taxes," Journal of Finance, American Finance Association, vol. 32(2), pages 261-275, May.
    49. Myers, Stewart C, 1984. "The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-592, July.
    50. John K. Wald, 1999. "How Firm Characteristics Affect Capital Structure: An International Comparison," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 22(2), pages 161-187, June.
    51. F. Schoubben & C. Van Hulle, 2004. "The Determinants of Leverage. Differences between Quoted and Non Quoted Firms," Review of Business and Economic Literature, KU Leuven, Faculty of Economics and Business (FEB), Review of Business and Economic Literature, vol. 0(4), pages 589-621.
    52. Mr. Giovanni Dell'Ariccia & Mr. Paolo Mauro & Mr. Andre Faria & Mr. Jonathan David Ostry & Mr. Julian Di Giovanni & Mr. Martin Schindler & Mr. Ayhan Kose & Mr. Marco Terrones, 2008. "Reaping the Benefits of Financial Globalization," IMF Occasional Papers 2008/007, International Monetary Fund.
    53. Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
    54. Randall Pozdena, 1987. "Tax policy and corporate capital structure," Economic Review, Federal Reserve Bank of San Francisco, issue Fall, pages 37-51.
    55. Muhammad Azeem Qureshi, 2009. "Does pecking order theory explain leverage behaviour in Pakistan?," Applied Financial Economics, Taylor & Francis Journals, vol. 19(17), pages 1365-1370.
    56. 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.
    57. Turhan KORKMAZ & Ali Sait ALBAYRAK & Abdülmecit KARATAŞ, 2007. "Hisse senetleri İMKB’de işlem gören KOBİ’lerin sermaye yapısının incelenmesi: 1997–2004 dönemi," Iktisat Isletme ve Finans, Bilgesel Yayincilik, vol. 22(253), pages 79-96.
    58. Fischer, Edwin O. & Heinkel, Robert & Zechner, Josef, 1989. "Dynamic Recapitalization Policies and the Role of Call Premia and Issue Discounts," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 24(4), pages 427-446, December.
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    More about this item

    Keywords

    Turkey; Finance; Developing countries;
    All these keywords.

    JEL classification:

    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • F65 - International Economics - - Economic Impacts of Globalization - - - Finance

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