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Leverage dynamics: Do financial development and government leverage matter? Evidence from a major developing economy

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  • İbrahim Yarba

    (Central Bank of the Republic of Turkey)

  • Z. Nuray Güner

    (Middle East Technical University)

Abstract

This study analyses leverage dynamics of Turkish non-financial firms over the last 20 years using a confidential and unique firm-level dataset. Results of dynamic panel estimations reveal that financial development fosters corporate leverage while government indebtedness inhibits it. Both impacts are more pronounced for private firms rather than public firms. Besides, even though improvements in financial development foster long-term debt usage for both SMEs and large firms, this impact seems stronger for SMEs. Conspicuously, results reveal that SMEs suffer much more than large firms in crowding-out periods of government leverage while both SMEs and large firms benefit in crowding-in periods. Moreover, higher business risk hinders corporate leverage of private firms and SMEs, which is not the case for either large firms or public firms. Results are robust to alternative firm size classification schemes and alternative model specifications.

Suggested Citation

  • İbrahim Yarba & Z. Nuray Güner, 2020. "Leverage dynamics: Do financial development and government leverage matter? Evidence from a major developing economy," Empirical Economics, Springer, vol. 59(5), pages 2473-2507, November.
  • Handle: RePEc:spr:empeco:v:59:y:2020:i:5:d:10.1007_s00181-019-01705-5
    DOI: 10.1007/s00181-019-01705-5
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    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. Carmen M. Reinhart & Kenneth S. Rogoff, 2009. "Varieties of Crises and Their Dates," Introductory Chapters, in: This Time Is Different: Eight Centuries of Financial Folly, Princeton University Press.
    3. Bülent, Köksal & Cüneyt, Orman & Arif, Oduncu, 2013. "Determinants of Capital Structure: Evidence from a Major Emerging Market Economy," MPRA Paper 48415, University Library of Munich, Germany.
    4. 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.
    5. Robert A. Korajczyk & Deborah Lucas & Robert L. McDonald, 1990. "Understanding Stock Price Behavior around the Time of Equity Issues," NBER Chapters, in: Asymmetric Information, Corporate Finance, and Investment, pages 257-278, National Bureau of Economic Research, Inc.
    6. 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.
    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. Hanousek, Jan & Shamshur, Anastasiya, 2011. "A stubborn persistence: Is the stability of leverage ratios determined by the stability of the economy?," Journal of Corporate Finance, Elsevier, vol. 17(5), pages 1360-1376.
    9. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    10. Ivo Welch, 2004. "Capital Structure and Stock Returns," Journal of Political Economy, University of Chicago Press, vol. 112(1), pages 106-131, February.
    11. Huang, Guihai & Song, Frank M., 2006. "The determinants of capital structure: Evidence from China," China Economic Review, Elsevier, vol. 17(1), pages 14-36.
    12. Flannery, Mark J. & Hankins, Kristine Watson, 2013. "Estimating dynamic panel models in corporate finance," Journal of Corporate Finance, Elsevier, vol. 19(C), pages 1-19.
    13. Harris, Milton & Raviv, Artur, 1991. "The Theory of Capital Structure," Journal of Finance, American Finance Association, vol. 46(1), pages 297-355, March.
    14. 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.
    15. Graham, John R. & Leary, Mark T. & Roberts, Michael R., 2015. "A century of capital structure: The leveraging of corporate America," Journal of Financial Economics, Elsevier, vol. 118(3), pages 658-683.
    16. 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.
    17. 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.
    18. Leland, Hayne E & Pyle, David H, 1977. "Informational Asymmetries, Financial Structure, and Financial Intermediation," Journal of Finance, American Finance Association, vol. 32(2), pages 371-387, May.
    19. Reinhart, Karmen & Rogoff, Kenneth, 2009. ""This time is different": panorama of eight centuries of financial crises," Ekonomicheskaya Politika / Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 1, pages 77-114, March.
    20. 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.
    21. Maria Psillaki & Nikolaos Daskalakis, 2009. "Are the determinants of capital structure country or firm specific?," Small Business Economics, Springer, vol. 33(3), pages 319-333, October.
    22. Choe, Hyuk & Masulis, Ronald W. & Nanda, Vikram, 1993. "Common stock offerings across the business cycle : Theory and evidence," Journal of Empirical Finance, Elsevier, vol. 1(1), pages 3-31, June.
    23. 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.
    24. 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.
    25. Bayless, Mark & Chaplinsky, Susan, 1991. "Expectations of security type and the information content of debt and equity offers," Journal of Financial Intermediation, Elsevier, vol. 1(3), pages 195-214, June.
    26. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    27. Defne Mutluer Kurul & S. Tolga Tiryaki, 2016. "How credit-constrained are firms in Turkey? A survey-based analysis," Applied Economics Letters, Taylor & Francis Journals, vol. 23(6), pages 420-423, April.
    28. Carmen M. Reinhart & Kenneth S. Rogoff, 2014. "This Time is Different: A Panoramic View of Eight Centuries of Financial Crises," Annals of Economics and Finance, Society for AEF, vol. 15(2), pages 215-268, November.
    29. Öztekin, Özde & Flannery, Mark J., 2012. "Institutional determinants of capital structure adjustment speeds," Journal of Financial Economics, Elsevier, vol. 103(1), pages 88-112.
    30. Hahn, Jinyong & Hausman, Jerry & Kuersteiner, Guido, 2007. "Long difference instrumental variables estimation for dynamic panel models with fixed effects," Journal of Econometrics, Elsevier, vol. 140(2), pages 574-617, October.
    31. 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.
    32. 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.
    33. 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.
    34. McDonald, Robert L., 1983. "Government debt and private leverage : An extension of the Miller theorem," Journal of Public Economics, Elsevier, vol. 22(3), pages 303-325, December.
    35. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    36. Stewart C. Myers, 2001. "Capital Structure," Journal of Economic Perspectives, American Economic Association, vol. 15(2), pages 81-102, Spring.
    37. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    38. Stephen R. Bond, 2002. "Dynamic panel data models: a guide to micro data methods and practice," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 1(2), pages 141-162, August.
    39. World Bank, 2011. "Turkey - Improving Conditions for SME Growth Finance and Innovation," World Bank Publications - Reports 12211, The World Bank Group.
    40. Benjamin M. Friedman, 1986. "Implications of Government Deficits for Interest Rates, Equity Returns, and Corporate Financing," NBER Chapters, in: Financing Corporate Capital Formation, pages 67-90, National Bureau of Economic Research, Inc.
    41. Miller, Merton H, 1977. "Debt and Taxes," Journal of Finance, American Finance Association, vol. 32(2), pages 261-275, May.
    42. Maquieira V., Carlos & Olavarrieta S., Sergio & Zutta G., Pablo, 2007. "Determinantes de la estructura de financiación. Evidencia empírica para Chile," El Trimestre Económico, Fondo de Cultura Económica, vol. 0(293), pages 161-193, enero-mar.
    43. 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.
    44. 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.
    45. Kayhan, Ayla & Titman, Sheridan, 2007. "Firms' histories and their capital structures," Journal of Financial Economics, Elsevier, vol. 83(1), pages 1-32, January.
    46. 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.
    47. Myers, Stewart C, 1984. "The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-592, July.
    48. Robert M. Hull, 1999. "Leverage Ratios, Industry Norms, and Stock Price Reaction: An Empirical Investigation of Stock-for-Debt Transactions," Financial Management, Financial Management Association, vol. 28(2), Summer.
    49. Ilya A. Strebulaev, 2007. "Do Tests of Capital Structure Theory Mean What They Say?," Journal of Finance, American Finance Association, vol. 62(4), pages 1747-1787, August.
    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. Franck Bancel & Usha R. Mittoo, 2004. "Cross-Country Determinants of Capital Structure Choice: A Survey of European Firms," Financial Management, Financial Management Association, vol. 33(4), Winter.
    52. Graham, John R. & Harvey, Campbell R., 2001. "The theory and practice of corporate finance: evidence from the field," Journal of Financial Economics, Elsevier, vol. 60(2-3), pages 187-243, May.
    53. Bülent Köksal & Cüneyt Orman, 2015. "Determinants of capital structure: evidence from a major developing economy," Small Business Economics, Springer, vol. 44(2), pages 255-282, February.
    54. 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.
    55. Anastasiya Shamshur, 2009. "Is the Stability of Leverage Ratios Determined by the Stability of the Economy?," CERGE-EI Working Papers wp393, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
    56. Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
    57. Douglas W. Diamond, 1984. "Financial Intermediation and Delegated Monitoring," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 51(3), pages 393-414.
    58. Benjamin M. Friedman, 1985. "Corporate Capital Structures in the United States," NBER Books, National Bureau of Economic Research, Inc, number frie85-1, March.
    59. 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.
    60. Judson, Ruth A. & Owen, Ann L., 1999. "Estimating dynamic panel data models: a guide for macroeconomists," Economics Letters, Elsevier, vol. 65(1), pages 9-15, October.
    61. Benjamin M. Friedman, 1986. "Financing Corporate Capital Formation," NBER Books, National Bureau of Economic Research, Inc, number frie86-1, March.
    62. Fan, Joseph P. H. & Titman, Sheridan & Twite, Garry, 2012. "An International Comparison of Capital Structure and Debt Maturity Choices," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 47(1), pages 23-56, February.
    63. Ramazan Karasahin & Doruk Kucuksarac, 2016. "Revisiting Capital Structure of Non-financial Public Firms in Turkey," Working Papers 1609, Research and Monetary Policy Department, Central Bank of the Republic of Turkey.
    64. 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.
    65. Sudheer Chava & Michael R. Roberts, 2008. "How Does Financing Impact Investment? The Role of Debt Covenants," Journal of Finance, American Finance Association, vol. 63(5), pages 2085-2121, October.
    66. Stephen Bond, 2002. "Dynamic panel data models: a guide to microdata methods and practice," CeMMAP working papers CWP09/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    67. Seyit Mümin Cilasun & Rauf Gönenç & Mustafa Utku Özmen & Mehmed Zahid Samancıoǧlu & Fatih Yilmaz & Volker Ziemann, 2019. "Upgrading business investment in Turkey," OECD Economics Department Working Papers 1532, OECD Publishing.
    68. Anderson, T. W. & Hsiao, Cheng, 1982. "Formulation and estimation of dynamic models using panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 47-82, January.
    69. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
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    More about this item

    Keywords

    Leverage dynamics; Financial development; Government leverage; Capital structure; Dynamic panel regression;
    All these keywords.

    JEL classification:

    • G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies
    • G38 - Financial Economics - - Corporate Finance and Governance - - - Government Policy and Regulation
    • H32 - Public Economics - - Fiscal Policies and Behavior of Economic Agents - - - Firm
    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance

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