Leverage and Macroeconomic Determinants: Evidence from Ukraine

Deari Fitim 1 , Matsuk Zoriana 2 ,  and Lakshina Valeriya 3
  • 1 South East European University, , Tetovo
  • 2 Kyiv National Economic University after Vadym Hetman, , Kyiv, Ukraine
  • 3 National Research University, Higher School of Economics, Moscow

Abstract

Viewed retrospectively since the work of Modigliani and Miller (), the capital structure still remains a matter of study. The capital structure issue then is examined from different perspectives, and thus intertwining firms and macroeconomic determinants. Studies were focused to examine the relationship between leverage ratios and macroeconomic environment. Motivated from what was done earlier, we try to bring in this study evidence as well. Thus, totally 49 Ukrainian firms are selected and data are examined from 2012 to 2016. The paper is aimed at studying the process of leverage adjusting by examining five firm’s characteristics and three macroeconomic determinants. We found that leverage is influenced significantly from both, firm characteristics and macroeconomic determinants. The study provides evidence those firms with higher tax shield, tangibility, net trade credit, and profitability used more leverage than counterparties. Firm’s size and inflation are confirmed as insignificant determinants. On the other hand, GDP growth rate and default spread are confirmed to play a role on leverage policies.

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  • Ang, J.S., Chua, J.H., McConnell, J.J., (1982), The administrative costs of corporate bankruptcy: a note. The Journal of Finance, Vol. 37, no. 1, pp. 219–226.

  • Arellano, M., and Bond, S., (1991), Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. Review of Economic Studies, Vol. 58, no. 2, pp. 277-297.

  • Artikis, P. G. & Nifora, G., (2012), Capital structure, macroeconomic variables & stock returns. Evidence from Greece, International Advances in Economic Research, Vol. 12, pp. 87–101. http://dx.doi.org/10.1007/s11294-011-9334-z

  • Barton, S. L., & Gordon, P. J., (1988), Corporate strategy and capital structure, Strategic Management Journal, Vol. 9, no. 6, pp. 623–632. http://dx.doi.org/10.1002/smj.4250090608

  • Bastos, D. D., Nakamura, W. T., & Basso, L. F. C., (2009), Determinants of capital structure of publicly-traded companies in Latin America: the role of institutional and macroeconomic factors, Journal of International Finance and Economics, Vol. 9, no. 3, pp. 24–39.

  • Bauer, P., (2004), Determinants of capital structure: Empirical evidence from Czech Republic. Czech Journal of Economics and Finance, Vol. 54, no. 1-2, pp. 2–21.

  • Bevan, A.A., Danbolt, J., (2002), Capital structure and its determinants in the uk − a decompositional analysis. Applied Financial Economic, Vol. 12, no. 3, pp. 159-170.

  • Bokpin, G. A., (2009), Macroeconomic development and capital structure decisions of firms: evidence from emerging market economies, Studies in Economics and Finance, Vol. 26, no. 2, pp. 129–142. http://dx.doi.org/10.1108/10867370910963055

  • Booth, L., Aivazian, V., Demirguc-kunt, A., Maksimovic, V., (2001), Capital structures in developing countries, The Journal of Finance, Vol. 56, no. 1, pp. 78-130. https://doi.org/10.1111/0022-1082.00320

  • Brigham E. F. and Ehrhardt M.C., (2008): Financial Management: Theory and Practice. [12th Edition]. Mason, OH, USA: Thomson South-Western, 1074 p.

  • Camara, O., (2012), Capital structure adjustment speed and macroeconomic conditions: U.S. MNCs and DCs, International Research Journal of Finance and Economics, Vol. 84, pp. 106–120.

  • Daskalakis, N. & Psillaki, M., (2008), Do country or firm factors explain capital structure? Evidence from SMEs in France and Greece, Applied Financial Economics, Vol. 18, no. 1, pp. 87–97. http://dx.doi.org/10.1080/09603100601018864

  • Diamond, D.W., (1989), Reputation acquisition in debt markets. Journal of Political Economy, Vol. 97, no. 4, pp. 828–862.

  • Dincergok, B., & Yalciner, K., (2011), Capital structure decisions of manufacturing firms’ in developing countries, Middle Eastern Finance and Economics, Vol. 12, pp. 86–100.

  • Drobetz, W., & Wanzenried, G., (2006), What determines the speed of adjustment to the target capital structure?. Applied Financial Economics, Vol. 16, no. 13, pp. 941-958.

  • Durand D. (1952): Costs of Debt and Equity Funds for Business: Trends and Problems of Measurement. Conference on Research in Business Finance, 1952, National Bureau of Economic Research. NBER, pp, 215-262.

  • Frank, M. Z., & Goyal, V. K., (2009), Capital structure decisions: which factors are reliably important? Financial management, Vol. 38, no. 1, pp. 1–37. http://dx.doi.org/10.1111/j.1755-053X.2009.01026.x

  • Friend, I., Lang, L.H.P., (1988), An empirical test of the impact of managerial self-interest on corporate capital structure. The Journal of Finance, Vol. 43, no. 2, pp. 271–281.

  • Gajurel, D. P. (2006). Macroeconomic influences on corporate capital structure, available online at http://ssrn.com/abstract=899049 or http://dx.doi.org/10.2139/ssrn.899049

  • Hall, G., Hutchinson, P. & Michaelas, N., (2000), Industry effects on the determinants of unquoted SMEs’ capital structure, International Journal of the Economics of Business, Vol. 7, no. 3, pp. 297–312. http://dx.doi.org/10.1080/13571510050197203

  • 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, Vol. 17, pp. 1360–1376. http://dx.doi.org/10.1016/j.jcorpfin.2011.07.004

  • Harris, M., Raviv, A., (1991), The theory of capital structure. The Journal of Finance, Vol. 46, no. 1, pp. 297–355.

  • Jensen M. C., Meckling W.H., (1976), Theory of the Firm: Managerial Behavior, Agency Costs and Ownership Structure. Journal of Financial Economics. Vol. 3, no. 4. pp. 305-360.

  • Keshtkar, R., Valipour, H. & Javanmard, A., (2012), Determinants of corporate capital structure under different debt maturities: empirical evidence from Iran, International Research Journal of Finance and Economics, Vol. 90, pp. 46–53.

  • Korajczyk, R. A., & Levy, A., (2003), Capital structure choice: macroeconomic conditions and financial constrains, Journal of Financial Economics, Vol. 68, no. 1, pp. 75–109. http://dx.doi.org/10.1016/S0304-405X(02)00249-0

  • Kouki, M. & Said, H. B., (2012), Capital structure determinants: new evidence from French panel data, International Journal of Business and Management, Vol. 7, no. 1, pp. 214–229.

  • Kraus A. A., Litzenberger R.H., (1973), State-Preference Model of Optimal Financial Leverage, The Journal of Finance, Vol. 28, no. 4, pp. 911-922.

  • La Porta, R., Lopez-de-Silanes, F., Shleifer, A., Vishny, R., (1998), Law and finance. Journal of Political Economy, Vol. 106, no. 6, pp. 1113–1150.

  • La Rocca, M., La Rocca, T., Gerace, D., Smark, C., (2009), Effect of diversification on capital structure. Accounting Finance, Vol. 49, no. 4, pp. 799–826.

  • Lim M, T. C. (2012). Determinants of capital structure: empirical evidence from financial services listed firms in China, International Journal of Economics and Finance, Vol. 4, no. 3, pp. 191–203.

  • Michaelas, N, Chittenden, F. & Poutzioris, P., (1999), Financial policy and capital structure choice in U.K. SMEs: empirical evidence from company panel data, Small Business Economics, Vol. 12, no. 2, pp. 113–130. http://dx.doi.org/10.1023/A:1008010724051

  • Miller M., (1977), Debt and Taxes. The Journal of Finance, Vol. 32, no. 2, pp. 261-275.

  • Modigliani F., Miller M., (1963), Corporate Income Taxes and the Cost of Capital: A Correction, American Economic Review, Vol. 53, no. 3, pp. 433-443.

  • Modigliani, F. and Miller, M.H., (1958), The Cost of Capital, Corporation Finance and the Theory of Investment. American Economic Review, Vol. 48, no. 3, pp. 261-297.

  • Myers S.C., Majluf N.S., (1984), Corporate Financing and Investment Decisions when Firms Have Information that Investors Do Not Have. Journal of Financial Economics, Vol. 13, no. 3, pp. 187-221. https://doi.org/10.1016/0304-405X(84)90023-0

  • Myers, S., (1977), Determinants of corporate borrowing. Journal of Financial Economics, Vol. 5, no. 2, pp. 147–175.

  • Myers, S.C., (1984), The capital structure puzzle. The Journal of Finance, Vol. 39, no. 3, pp. 575–592.

  • Myers, S.C., Rajan, R.G., (1998), The paradox of liquidity. The Quarterly Journal of Economics, Vol. 113, no. 3, pp. 733–771.

  • Nguyen, Tho and Wu, Jian, (2011), Capital Structure Determinants and Convergence (January 6, 2011). Bankers, Markets and Investors, forthcoming, available online at SSRN: https://ssrn.com/abstract=1735804

  • Ozkan, A., (2001), Determinants of capital structure and adjustment to long run target: evidence from UK company panel data. Journal of Business Finance and Accounting. Vol. 28, no. 1–2, pp. 175–198.

  • Pettit, R., Singer, R., (1985), Small business finance: a research agenda. Financial Management, Vol. 14, no. 3, pp. 47–60.

  • Rajan, R.G., Zingales, L., (1995), What do we know about capital structure? Some evidence from international data. The Journal of Finance, Vol. 50, no. 5, pp. 1421–1460.

  • Ross S. A., (1977), The Determination of Financial Structure: The Incentive-Signalling Approach. The Bell Journal of Economics, Vol. 8, no. 1, pp. 23-40.

  • Sbeti, W.M., Moosa, I., (2012), Firm-specific factors as determinants of capital structure in the absence of taxes. Applied Financial Economics, Vol. 22, no. 3, pp. 209–213.

  • Scott, J., (1977), Bankruptcy, secured debt, and optimal capital structure. The Journal of Finance, Vol. 32, no. 1, pp. 1–19.

  • Sett, K. & Sarkhel, J., (2010), Macroeconomic variables, financial sector development and capital structure of Indian private corporate sector during the period 1981–2007. The IUP Journal of Applied Finance, Vol. 16, no. 1, pp. 40–56.

  • Solomon E., (1955), Economic Growth and Common Stock Values. Journal of Business, Vol. 28, no. 2, pp. 213–221.

  • Titman, S., Wessels, R., (1988), The determinants of capital structure choice. The Journal of Finance, Vol. 43, no. 1, pp. 1–19.

  • Van Horne J. C., Wachowicz J.M.Jr. (2008): Fundamentals of Financial Management [13th Edition]. Harlow (England), London, New York: Prentice Hall Inc., Financial Times, 719 p.

  • Warner, J.B., (1977), Bankruptcy costs: some evidence. The Journal of Finance, Vol. 32, no. 2, pp. 337–347.

  • Weston J. F., (1963), A Test of Cost of Capital Propositions. Southern Economic Journal, Vol. 30, no. 1, pp. 105-112.

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