Firm, Country and Macroeconomic Determinants of Capital Structure: Evidence from Turkish Banking Sector

Authors

  • Nuri Baltacı Gümüşhane Üniversitesi
  • Hasan Ayaydın gumushane university

DOI:

https://doi.org/10.5195/emaj.2014.46

Abstract

This study explores the significance of firm-specific, country, and macroeconomic factors in explaining variation in leverage using a sample of banks from Turkish banking sector. The analysis is based on quarterly firm-level data from Turkish banking sector in 2002–2012. We aims to contribute to the empirical capital structure literature in the following ways. Our first contribution comes from assessing the importance of firm-specific factors, country-level factors and industrial factors for capital structure decisions in Turkish banking sector. Second, we employ appropriate and advanced dynamic panel data estimators, Blundell and Bond’s (1998) generalized methods of moment’s estimators (GMM System). We find that leverage is significantly and positively associated with average industry leverage, firm size and GDP growth. We find also that leverage is significantly and negatively associated with tangibility, profitability, inflation and financial risk. The regression results for leverage are both theoretically and empirically plausible for banks in Turkey. Moreover, tangibility, profitability and GDP growth are consistent with the predictions of the pecking order theory, while firm size is consistent with the predictions of the trade-off theory. Our findings suggest that the capital structures of financial and non-financial firms are ultimately determined by the same drivers.

References

Allen, F., Carletti, E., Marquez, R. 2011. “Credit Market Competition And Capital Regulation, Review Of Financial Studies 24(4), 983-1018.

Antoniou, A., Guney, Y., Paudyal, K., 2008. “The Determinants of Capital Structure: Capital Market-Oriented Versus Bank-Oriented İnstitutions”. Journal of Financial and Quantitative Analysis 43, 59–92.

Baltagi, B.H., 2001. “Econometric Analysis of Panel Data”. Wiley, West Sussex.

Bancel, F., Mittoo, U.R., 2004. “CrossCountry Determinants Of Capital Structure Choice. A Survey Of European Firms”. Financial Management 33, 103–132.

Barth, J., Caprio, G., Levine, R. 2005. “Rethinking Bank Regulation: Till Angels Govern”, Cambridge University Press, Cambridge and New York.

Bashir, A. H. M. 2003. “Determinants of Profitability in Islamic Banks: Some Evidence from the Middle East”, Islamic Economic Studies, 11(1), 31-57.

Beck, T., Demirgüç-Kunt, A., Maksimovic, V., 2008. “Financing Patterns Around The World: Are Small Firms Different?. Journal of Financial Economics 89, 467–487.

Berger, A., De Young, R., Flannery, M., Lee, D., Oztekin, O. 2008. “How Do Large Banking Organizations Manage Their Capital Ratios?”. Journal of Financial Services Research 34, 123–149.

Bevan, A.A., Danbolt, J., 2002. “Capital Structure And İts Determinants İn The UK-A Decompositional Analysis”. Applied Financial Economics 12, 159–170.

Blundell, R. W. and Bond, S. R. 1998. “Initial Conditions And Moment Restrictions İn Dynamic Panel Data Models”. Journal of Econometrics, 87, 115–43.

Booth, L., Aivazian, V., Demirgüç-Kunt, A., Maksimovic, V., 2001. “Capital structures in developing countries”. The Journal of Finance 56, 87–130.

Brewer, E., Kaufman, G., Wall, L. 2008. “Bank Capital Ratios Across Countries: Why Do They Vary?, Journal of Financial Services Research 34, 177–201.

Chakraborty, I. 2010. “Capital Structure İn An Emerging Stock Market: The Case Of India”, Research in International Business and Finance 24, 295–314.

Chakraborty, I. 2013. “Does Capital Structure Depend On Group Affiliation? An Analysis Of Indian Firms”. Journal of Policy Modeling 35, 110–120.

Chen, J. J., 2004. “Determinants Of Capital Structure Of Chinese-Listed Companies”. Journal of Business Research 57, 1341–1351.

Cook, O.D., Tang, T., 2010. “Macroeconomic Conditions And Capital Structure Adjustment Speed”. Journal Of Corporate Finance 16 (1), 73–87.

Dang, V.A. 2013. “Testing Capital Structure Theories Using Error Correction Models: Evidence From The UK, France And Germany”, Applied Economics 45, 171–190.

Daskalakis, N., Psillaki, M. 2008. “Do Country Or Firm Factors Explain Capital Structure? Evidence From Smes İn France And Greece”. Applied Financial Economics 18, 87–97.

De Jong, A., Kabir, R., Nguyen, T.T., 2008. “Capital Structure Around The World: The Roles Of Firm- And Country-Specific Determinants”, Journal of Banking and Finance 32, 1954–1969.

Delcoure, N. 2007. “The Determinants Of Capital Structure İn Transitional Economies”. International Review of Economics and Finance 16, 400-415.

Demirgüç-Kunt, A., Maksimovic, V., 1999. “Institutions, Financial Markets, And Firm Debt Maturity”. Journal of Financial Economics 54, 295–336.

Diamond, D., Rajan, R. 2000. “A Theory Of Bank Capital, Journal Of Finance 55, 2431–2465.

Drobetz, W., Gounopoulos, D., Merikas, A., Schröder, H. 2013. “Capital Structure Decisions of Globally-Listed Shipping Companies”, Transportation Research Part E: Logistics and Transportation Review 52, 49–76.

Erel, I., Brandon, J., Woojin, K., Michael S.W. 2012. “Macroeconomic Conditions and Capital Raising”. Review of Financial Studies 25, 341–376.

Fama, E.F., French, K.R. 2002. “Testing Trade-Off and Pecking Order Predictions About Dividends And Debt”, The Review of Financial Studies 15, 1–33.

Ferson, W. E., Harvey, C.R. 1994. “Sources of Risk And Expected Returns İn Global Equity Markets”. Journal of Banking and Finance 18, 778–803.

Flannery, M. J., Rangan, K. P. 2006. “Partial Adjustment toward Target Capital Structures”, Journal of Financial Economics 79, 469–506.

Flannery,M. 1994. “Debt Maturity and the Deadweight Cost of Leverage: Optimally Financing Banking Firms, American Economic Review 84, 320–331.

Frank, M., Goyal, V. K. 2009. “Capital Structure Decisions: Which Factors Are Reliably İmportant?, Financial Management 38, 1–37.

Frank, M.Z., Goyal, V.K. 2003. “Testing The Pecking Order Theory Of Capital Structure”, Journal of Financial Economics 67, 217–248.

Gaud, P., Jani, E., Hoesli, M., Bender, A., 2005. “The Capital Structure of Swiss Companies: An Empirical Analysis Using Dynamic Panel Data. European Financial Management 11(1), 51–69.

Giannetti, M., 2003. “Do Better İnstitutions Mitigate Agency Problems? Evidence From Corporate Finance Choices. Journal of Financial Quantitate Analysis 38, 185–212.

Groop, H., Heider, F. 2010. “The Determinants of Bank Capital Structure”. Review of Finance 14, 587–622.

Gungoraydinoglui, A., Oztekin, O. 2011. “Firm- And Country-Level Determinants Of Corporate Leverage: Some New İnternational Evidence”. Journal of Corporate Finance 17, 1457– 1474.

Hanousek, J., Shamshur, A., 2011. “A Stubborn Persistence: Is the Stability Of Leverage Ratios Determined By The Stability Of The Economy?” Journal of Corporate Finance 17(5), 1360–1376.

Heaton, J.B., 2002. “Managerial Optimism And Corporate Finance”, Financial Management 31, 33–45.

Hirshleifer, J., 1958. “On The Theory of Optimal İnvestment Decision”. Journal of Political Economy 66 (4), 329–352.

Hovakimian, A., Li, G., 2011. “In Search Of Conclusive Evidence: How To Test For Adjustment To Target Capital Structure”. Journal of Corporate Finance 17 (1), 33–44.

Hovakimian, A., Opler, T., Titman, S., 2001. “The Debt-Equity Choice”. Journal Financial and Quantitative Analysis 36 (1), 1–24.

Huang, G., Song, F.M., 2006. “The Determinants of Capital Structure: Evidence from China”. China Economic Review 17, 14–36.

ICRG (2013), http://www.prsgroup.com/ICRG_Methodology.aspx #FinRiskRating, 05.03.2013.

Jalilavand, A., Harris, R.S., 1984. “Corporate Behavior İn Adjusting To Capital Structure and Dividend Targets: An Econometric Study”. Journal of Finance 39, 127–145.

Jensen, M.C., 1986. “Agency Costs Of Free Cash Flows, Corporate Finance And Takeovers”. American Economic Review 76, 323– 339.

Joeveer, K. 2013. “Firm, Country and Macroeconomic Determinants Of Capital Structure: Evidence From Transition Economies”, Journal of Comparative Economics 41(1), 294–308.

Joeveer, K., 2005, What Do We Know About The Capital Structure Of Small Firms? CERGE-EI Working Paper, 283. http://papers.ssrn.com/sol3/papers.cfm?abstract_id= 1148201(10.03.2013).

Kayo, E. K., Kimura, H. 2011. “Hierarchical Determinants Of Capital Structure”, Journal of Banking and Finance 35, 358–371.

Korajczyk, R.A., Levy, A., 2003. “Capital Structure Choice: Macroeconomic Conditions and Financial Constraints. Journal Financial Economics 68, 75–109.

Kraus, A. and Litzenberger, R. H. 1973. “A State preference Model Of Optimal Financial Leverage”. Journal of Finance 28, 911–22.

Leary, M., Roberts, M. 2010. “The Pecking Order, Debt Capacity, and İnformation Asymmetry”, Journal of Financial Economics 95, 332–355.

Lemmon, M. L., Roberts, M. R., Zender, J. F. 2008. “Back To The Beginning: Persistence and The Cross section Of Corporate Capital Structure”, Journal of Finance, 63, 1575–608.

Lim, T.C. 2012. “Determinants of Capital Structure Empirical Evidence from Financial Services Listed Firms in China. International Journal of Economics and Finance 4(3), 191-203.

Lintner, J., 1956. “Distribution Of İncomes Of Corporations Among Dividends, Retained Earnings And Taxes”. American Economic Review 46 (2), 97–143.

Marcus, A. 1983. “The Bank Capital Decision: A Time Series-Cross Section Analysis, Journal of Finance 38, 1217–1232.

Marsh P. 1982. “The Choice between Equity And Debt: An Empirical Study”. Journal of Finance 37, 121-144.

Modigliani F., Miller M.H. 1963. “Corporate Income Taxes and the Cost of Capital: A Correction”. American Economic Review 53, 433443.

Modigliani, F., Miller, M. H. 1958. “The Cost of Capital, Corporate Finance and The Theory Of Investment, American Economic Review 49, 261–97.

Myers, S. C. 1984. “The Capital Structure Puzzle, Journal Of Finance 34, 575–92.

Myers, S. C. 2001.” Capital Structure”. Journal Of Economic Perspectives 15, 81–102.

Myers, S. C., Majluf, N. S. 1984. “Corporate Financing And İnvestments Decisions When Firms Have İnformation That İnvestors Do Not Have, Journal Of Financial Economics 13, 187– 221.

Myers, S., Rajan, R. 1998. “The Paradox Of Liquidity”, Quarterly Journal of Economics 113, 733–771.

Myers, S.C., 1977. “Determinants Of Corporate Borrowing”. Journal of Financial Economics 5, 147–175.

Myers, S.C., Majluf, N.S., 1984. “Corporate Financing And İnvestment Decisions When Firms Have İnformation That İnvestors Do Not Have. Journal of Financial Economics 13, 187– 224.

Naceur, B. S. ve Goaied, M. 2001. “The Determinants of the Tunisian Deposit Banks’ Performance”, Applied Financial Economics, 11(3), 317-319.

Oztekin, O., Flannery, M.J. 2012. “Institutional Determinants of Capital Structure Adjustment Speeds”, Journal of Financial Economics 103, 88–112.

Pratomo, W.A and Ismail, A.G. 2006. “Islamıc Bank Performance and Capıtal Structure”. M.P.R.A-Munich Personal RePEc Archive. MPRA Paper No. 6012 posted 29. http://mpra.ub.unimuenchen.de/6012/.

Rajan, R.G., Zingales, L., 1995. “What Do We Know About Capital Structure? Some Evidence from İnternational Data”, The Journal of Finance 50, 1421–1460.

Shyam-Sunder, L., Myers, S.C. 1999. “Testing Static Tradeoff against Pecking Order Models of Capital Structure”, Journal of Financial Economics 51, 219–244.

Stulz, R.M., 1990. “Managerial Discretion and Optimal Financing Policies”. Journal of Financial Economics 26, 3–27.

Titman, S., Wessels, R., 1988. “The Determinants Of Capital Structure Choice”. Journal of Finance 43, 1–19.

Wiwattanakantang, Y., 1999. “An Empirical Study on the Determinants of Capital Structure of Thai Firm”. Pacific-Basin Finance Journal 7, 371–403.

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2014-03-05

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