Abstract
The aim of this study was to elucidate the relationship between corporate governance, credit ratings and the capital structure of small-to-medium enterprises (SMEs) and large Greek listed firms for the period spanning from 2005 to 2010. Panel regression analysis demonstrates that corporate governance structures and credit ratings play a significant role in the capital structure of Greek listed firms, especially during the crisis period (2008–2010). Moreover, firm-specific determinants such as size, profitability, asset structure and growth opportunities are also significant determinants of leverage. Finally, we detect that the influence of corporate governance variables on the capital structure of SMEs is less evident compared with large firms. We attribute this to the active involvement of owners in the management of SMEs, which reduces the need for shareholders to bear the costs of monitoring agents.
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Notes
According to Vermoesen et al. (2013, p. 434), “because SMEs are more vulnerable to information problems, they will be more bank dependent than large firms, which can rely more on market finance”.
Greece’s banks have lost €36.7 billion of their deposit base in 2011 and €64.6 billion since the beginning of 2010, which is down from €233 billion to €173 billion in the previous 2 years.
The Alternative Investment Market (AIM) is among the most prominent capital markets that also allow smaller companies to go listed with a more flexible regulatory system. Flexibility is provided by less regulation and no requirements for capitalization or for the number of shares issued.
The study of Morellec et al. (2012) discerned two governance mechanisms: internal and external. External governance mechanisms are represented by institutional ownership, outside blockholder ownership, and antitakeover provisions or shareholder rights. Internal governance mechanisms include CEO tenure, board independence, board committees, etc.
According to Psillaki and Daskalakis (2009), size may also serve as a proxy for the information asymmetry for outside investors, which may result in the increase in their preference for equity relative to debt.
According to Noulas and Genimakis (2011, p. 381) “ICAP is involved in credit risk services and credit rating evaluation of Greek companies”.
In order to mitigate survivorship bias, we include companies even if data is not available for every year. Consequently, the number of observations in each year varies, with a maximum of 1,386 firm-year observations. A similar approach was followed by Bevan and Danbolt (2004).
Amadeus is a widely recognized database that, among other things, provides information about the financial strength for thousands of listed and unlisted non-financial firms across Europe. The credit rating system is based on the Multi Objective Rating Evaluation (MORE) model. The basic idea of the model is to analyze a set of financial and economic ratios in a predictive corporate bankruptcy model with the purpose of creating a fundamental credit scoring model for each industrial sector.
In the appendix, there is a table which describes the credit rating categories provided by Amadeus.
The Hausman test was employed to check for fixed effects versus random effects.
In Greek context, Noulas and Genimakis (2011) employ the ratio of depreciation over total assets to proxy NDTS and find a positive association with the debt level.
To avoid perfect collinearity among all credit rating groups, we leave out the dummy for the third group of credit ratings (BB and BBB).
We did not include CEO and AUDITOR and all interactions (SME or Crisis) since these are dummy variables and cannot be used in dynamic panel regressions.
References
Abor, J. (2007). Corporate governance and financing decisions of Ghanaian listed firms. Corporate Governance, 7(1), 83–92. doi:10.1108/14720700710727131.
Arellano, M. (2003). Panel data econometrics. Oxford: Oxford University Press.
Arellano, M., & Bover, O. (1995). Another look at the instrumental variable estimation of error-components models. Journal of Econometrics, 68(1), 29–51. doi:10.1016/0304-4076(94)01642-D.
Baltagi, B. (2005). Econometric analysis of panel data (3rd ed.). Hoboken: Wiley.
Bathala, C., Moon, K., & Rao, R. (1994). Managerial ownership, debt policy and the impact of institutional holdings: An agency perspective. Financial Management, 23(3), 38–50. doi:10.5539/ijef.v6n5p274.
Berger, G., Ofek, E., & Yermack, L. (1997). Managerial entrenchment and capital structure decisions. Journal of Finance, 52(4), 1411–1438. doi:10.1111/j.1540-6261.1997.tb01115.x.
Bevan, A., & Danbolt, J. (2004). Testing for inconsistencies in the estimation of UK capital structure determinants. Applied Financial Economics, 14(1), 55–66. doi:10.1080/0960310042000164220.
Bhaird, C., & Lucey, B. (2010). Determinants of capital structure in Irish SMEs. Small Business Economics, 35(3), 357–375. doi:10.1007/s11187-008-9162-6.
Blundell, R., & Bond, S. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87, 115–143. doi:10.1016/S0304-4076(98)00009-8.
Bopkin, G., & Arco, A. (2009). Ownership structure, corporate governance and capital structure decisions of firms. Empirical evidence from Ghana. Studies in Economics and Finance, 26(4), 246–256. doi:10.1108/10867370910995708.
Bosch, O., & Steffen, S. (2011). On syndicate composition, corporate structure and the certification effect of credit ratings. Journal of Banking & Finance, 35(2), 290–299. doi:10.1016/j.jbankfin.2010.08.002.
Bradley, M., Jarrell, G., & Kim, H. (1984). On the existence of an optimal capital structure: Theory and evidence. Journal of Finance, 39(3), 857–878. doi:10.1111/j.1540-6261.1984.tb03680.x.
Caramanis, C., & Lennox, C. (2008). Audit effort and earnings management. Journal of Accounting and Economics, 45(1), 116–138. doi:10.1016/j.jacceco.2007.05.002.
Chittenden, F., Hall, G., & Hutchinson, P. (1996). Small firm growth, access to capital markets and financial structure: Review of issues and an empirical investigation. Small Business Economics, 8(1), 59–67. doi:10.1007/BF00391976.
Claessens, S., Djankov, S., Fan, J., & Lang, L. (2002). Disentangling the incentive and entrenchment effects of large shareholdings. Journal of Finance, 57(6), 2741–2771. doi:10.1111/1540-6261.00511.
Daskalakis, N., & Psillaki, M. (2008). Do country or firms factors explain capital structure? Evidence from SMEs in France and Greece. Applied Financial Economics, 18(1), 87–97. doi:10.1080/09603100601018864.
De Franco, G., Gavious, I., Jin, J. Y., & Richardson, G. D. (2011). Do private company targets that hire big 4 auditors receive higher proceeds? Contemporary Accounting Research, 28(1), 215–262. doi:10.1111/j.1911-3846.2010.01047.x.
De Jong, A. (1999). An empirical analysis of capital structure decisions in Dutch firms. PhD. dissertation. CentER, Tilburg University.
DeAngelo, H., & Masulis, R. (1980). Optimal capital structure under corporate and personal taxation. Journal of Financial Economics, 8(1), 3–29. doi:10.1016/0304-405X(80)90019-7.
Degryse, H., De Goeij, P., & Kappert, P. (2012). The impact of firm and industry characteristics on small firms’ capital structure. Small Business Economics, 38(4), 431–447. doi:10.1007/s11187-010-9281-8.
Dimitropoulos, P., & Asteriou, D. (2010). The effect of board composition on the informativeness and quality of annual earnings: Empirical Evidence from Greece. Research in International Business and Finance, 24(2), 190–205. doi:10.1016/j.ribaf.2009.12.001.
Drobetz, W., & Heller, S. (2014). The impact of credit rating changes on capital structure decisions: Evidence from non-listed firms in Germany. Working paper, University of Hamburg, Germany.
Easley, D., & O’Hara, M. (2004). Information and the cost of capital. Journal of Finance, 59(4), 1553–1583. doi:10.1111/j.1540-6261.2004.00672.x.
Eriotis, N., Vasiliou, D., & Ventoura-Nookosmidi, Z. (2007). How firm characteristics affect capital structure: An empirical study. Managerial Finance, 33(5), 321–331. doi:10.1108/03074350710739605.
Fama, E., & French, K. (2002). Testing trade-off and pecking order predictions about dividends and debt. Review of Financial Studies, 15(1), 1–33. doi:10.1093/rfs/15.1.1.
Fama, E., & Jensen, M. (1983). Separation of ownership and control. Journal of Law and Economics, 26(2), 301–325.
Fosberg, H. (2004). Agency problems and debt financing: Leadership structure effects. Corporate Governance: International Journal of Business in Society, 4(1), 31–38. doi:10.1108/14720700410521943.
Frank, M., & Goyal, V. (2003). Testing the pecking order theory of capital structure. Journal of Financial Economics, 67(2), 217–232. doi:10.1016/S0304-405X(02)00252-0.
Friend, I., & Lang, J. (1988). An empirical test of the impact of managerial self-interest on corporate capital structure. Journal of Finance, 43(2), 271–281. doi:10.1111/j.1540-6261.1988.tb03938.x.
Givoly, D., Hayn, C., Ofer, A., & Sarig, O. (1992). Taxes and capital structure: Evidence from firms’ response to The Tax Reform Act of 1986. Review of Financial Studies, 5(2), 331–355. doi:10.1093/rfs/5.2.331.
Graham, J. (1996). Debt and the marginal tax rate. Journal of Financial Economics, 41(1), 41–73. doi:10.1016/0304-405X(95)00857-B.
Graham, J., & Harvey, C. (2001). The theory and practice of corporate finance: Evidence from the field. Journal of Financial Economics, 60(2&3), 187–243. doi:10.1016/S0304-405X(01)00044-7.
Hall, C., Hutchinson, J., & Michaelas, N. (2000). Industry effects on the determinants of unquoted SME’s capital structure. Internal Journal of the Economics of Business, 7(3), 297–312. doi:10.1080/13571510050197203.
Hall, C., Hutchinson, J., & Michaelas, N. (2004). Determinants of the capital structures of European SMEs. Journal of Business Finance and Accounting, 31(6), 711–728. doi:10.1111/j.0306-686X.2004.00554.x.
Haque, F., Arun, T., & Kirkpatrick, C. (2011). Corporate governance and capital structure in developing countries: A case study of Bangladesh. Applied Economics, 43(6), 673–681. doi:10.1080/00036840802599909.
Hsiao, C. (2003). Analysis of panel data (2nd ed.). Cambridge: Cambridge University Press.
Jensen, M. (1986). Agency costs of free cash flow, corporate finance and takeovers. American Economic Review, 76(2), 323–329.
Jiraporn, P., & Gleason, K. (2007). Capital structure, shareholder rights and corporate Governance. Journal of Financial Research, 30(1), 21–33. doi:10.1111/j.1475-6803.2007.00200.x.
Jordan, J., Lowe, J., & Taylor, P. (1998). Strategy and financial policy in UK small firms. Journal of Business Finance and Accounting, 15(1&2), 1–27. doi:10.1111/1468-5957.00176.
Kemper, K., & Rao, R. (2013). Do credit ratings really affect capital structure? Financial Review, 48(4), 573–595. doi:10.1111/fire.12016.
Kisgen, D. J. (2006). Credit ratings and capital structure. Journal of Finance, 61(3), 1035–1072. doi:10.1111/j.1540-6261.2006.00866.x.
Kisgen, D. J. (2009). Do firms target credit ratings or leverage levels? Journal of Financial and Quantitative Analysis, 44(6), 1323–1344. doi:10.1017/S002210900999041X.
López-Gracia, J., & Sogorb-Mira, F. (2008). Testing trade-off and pecking order theories financing SMEs. Small Business Economics, 31(2), 117–136. doi:10.1007/s11187-007-9088-4.
Mansi, S., Maxwell, W., & Miller, D. (2004). Does auditor quality and tenure matter to investors? Evidence from the bond market. Journal of Accounting Research, 42(4), 755–793. doi:10.1111/j.1475-679X.2004.00156.x.
Mateev, M., Poutziouris, P., & Ivanov, K. (2013). On the determinant of SME capital structure in Central and Eastern Europe. A dynamic panel analysis. Research in International Business and Finance, 27(1), 28–51. doi:10.1016/j.ribaf.2012.05.002.
Michaelas, N., Chittenden, F., & Poutziouris, P. (1999). Financial policy and capital structure choice in U.K. SMEs: Empirical evidence from company panel data. Small Business Economics, 12(2), 113–130. doi:10.1023/A:1008010724051.
Miller, M. (1977). Debt and taxes. Journal of Finance, 32(2), 261–275. doi:10.2307/2326758.
Modigliani, F., & Miller, M. (1958). The cost of capital, corporation finance the theory of Investment. American Economic Review, 48(3), 261–297.
Morellec, E., Nikolov, B., & Schurhoff, N. (2012). Corporate governance and capital structure dynamics. Journal of Finance, 67(3), 803–848. doi:10.1111/j.1540-6261.2012.01735.x.
Myers, S. C. (1977). Determinants of corporate borrowing. Journal of Financial Economics, 5(2), 147–175. doi:10.1016/0304-405X(77)90015-0.
Myers, S. C., & Majluf, S. (1984). Corporate financing and investment decisions when firms have information that investors do not have. Journal of Financial Economics, 13(2), 187–221. doi:10.1016/0304-405X(84)90023-0.
Noulas, A., & Genimakis, G. (2011). The determinants of capital structure choice: Evidence from Greek listed companies. Applied Financial Economics, 21(6), 379–387. doi:10.1080/09603107.2010.532108.
Ortiz-Molina, H., & Penas, M. (2006). Lending to small business: The role of loan maturity in addressing information problems. Small Business Economics, 30(4), 361–383. doi:10.1007/s11187-007-9053-2.
Palacin-Sanchez, M.-J., Ramirez-Herera, L., & Di Pietro, P. (2013). Capital structure of SME in Spanish regions. Small Business Economics, 41(2), 503–519. doi:10.1007/s11187-012-9439-7.
Pfeffer, J. (1973). Size, composition and function of corporate boards of directors: The organisation-environment linkage. Administrative Science Quarterly, 18, 349–364.
Pfeffer, J., & Salancick, G. R. (1978). The external control of organisations: A resource- dependence perspective. New York, NY: Harper & Row.
Pittman, J., & Fortin, S. (2004). Auditor choice and the cost of debt capital for newly public firms. Journal of Accounting and Economics, 37(1), 113–136. doi:10.1016/j.jacceco.2003.06.005.
Psillaki, M., & Daskalakis, N. (2009). Are the determinants of capital structure country or firm specific? Small Business Economics, 33(3), 319–333. doi:10.1007/s11187-008-9103-4.
Rajan, R., & Zingales, L. (1995). What do we know about capital structure: Some evidence from international data. Journal of Finance, 50(5), 1421–1460. doi:10.1111/j.1540-6261.1995.tb05184.x.
Shleifer, A., & Vishny, R. (1997). A survey of corporate governance. Journal of Finance, 52(2), 737–783. doi:10.1111/j.1540-6261.1997.tb04820.x.
Shyam-Sunder, L., & Myers, S. C. (1999). Testing static tradeoff against pecking order models of capital structure. Journal of Financial Economics, 51(2), 219–244. doi:10.1016/S0304-405X(98)00051-8.
Sogorb-Mira, F. (2005). How SME uniquneness affects capital structure: Evidence from a 1994–1998 Spanish data panel. Small Business Economics, 25(5), 447–457. doi:10.1007/s11187-004-6486-8.
Titman, S., & Wessels, R. (1988). The determinants of capital structure choice. Journal of Finance, 43(1), 1–21. doi:10.1111/j.1540-6261.1988.tb02585.x.
Van der Wijst, N., & Thurik, R. (1993). Determinants of small firm debt ratios: An analysis of retail panel data. Small Business Economics, 5(1), 55–65. doi:10.1007/BF01539318.
Van Dijk, R. (1997). Corporate finance and equity investment: Panel data analyses. PhD. dissertation, Tinbergen Institute Research Series No. 168, Erasmus University Rotterdam.
Vasiliou, D., & Daskalakis, N. (2009). Institutional characteristics and capital structure: A cross-national comparison. Global Finance Journal, 19(3), 286–306. doi:10.1016/j.gfj.2008.09.002.
Vermoesen, V., Deloof, M., & Laveren, E. (2013). Long-term debt maturity and financing constraints of SMEs during the global financial crisis. Small Business Economics, 41(2), 433–448. doi:10.1007/s11187-012-9435-y.
Voulgaris, F., Asteriou, D., & Agiomirgianakis, G. (2004). Size and determinants of capital structure in the Greek manufacturing sector. International Review of Applied Economics, 18(2), 247–262. doi:10.1080/0269217042000186714.
Wald, J. (1999). How firm characteristics affect capital structure: An international comparison. Journal of Financial Research, 22(2), 161–187. doi:10.1111/j.1475-6803.1999.tb00721.x.
Wen, Y., Rwegasira, K., & Bilderbeek, J. (2002). Corporate governance and capital structure decisions of Chinese listed firms. Corporate Governance: An International Review, 10(2), 75–83. doi:10.1111/1467-8683.00271.
Wooldridge, J. (2010). Econometric analysis of cross section and panel data (2nd ed.). Cambridge: The MIT Press.
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The authors would like to thank three anonymous reviewers and the editor for useful comments and suggestions, which have considerably improved the paper. The first author acknowledges financial support from the Greek State Foundation of Scholarships (IKY).
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Dasilas, A., Papasyriopoulos, N. Corporate governance, credit ratings and the capital structure of Greek SME and large listed firms. Small Bus Econ 45, 215–244 (2015). https://doi.org/10.1007/s11187-015-9648-y
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DOI: https://doi.org/10.1007/s11187-015-9648-y