Research Article
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CAPITAL STRUCTURE DETERMINANTS IN DEVELOPING COUNTRIES: HIERARCHICAL LINEAR MODEL APPROACH

Year 2018, Volume: 36 Issue: 3, 1 - 27, 27.09.2018
https://doi.org/10.17065/huniibf.321465

Abstract

In
this paper, capital structure determinants in developing countries are analyzed
using the Hierarchical Linear Model (HLM) approach. A panel data set organized
as a hierarchical structure consisting of country, sector, firm and time levels
and the variance of leverage ratio is analyzed using a variance components
model. The paper finds that most of the leverage variability in developing
countries is due to firm and time levels. Random intercept and random slope
models are used to examine the direct and indirect effects of a number of firm
and country specific factors on capital structure. The results confirm that the
firm-specific determinants are much more important than the country-specific
factors on capital structure decisions of public companies in developing
countries. Country-specific factors, on the other hand, have indirect effects
on the firm-specific capital structure determinants as well as having direct
effects on the leverage ratio.

References

  • Alves, P. F. P., & Ferreira, M. A. (2011), Capital Structure and Law around the World. Journal of Multinational Financial Management, 21(3), 119-150.
  • Antoniou, A., Guney, Y., & Paudyal, K. (2008), The Determinants of Capital Structure: Capital Market-oriented versus Bank-oriented institutions. Journal of Financial and Quantitative Analysis, 43(01), 59-92.
  • Arellano, M., & Bond, S. (1991). Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations. The Review of Economic Studies, 58(2), 277-297.
  • Bancel, F., & Mittoo, U. R. (2004), Cross-country Determinants of Capital Structure Choice: a Survey of European firms. Financial Management, 33(4), 103-132.
  • Belkhir, M., Maghyereh, A., & Awartani, B. (2016), Institutions and Corporate Capital Structure in the MENA Region. Emerging Markets Review, 26, 99-129.
  • Booth, L., Aivazian, V., Demirguc‐Kunt, A., & Maksimovic, V. (2001), Capital Structures in Developing Countries. The Journal of Finance, 56(1), 87-130.
  • Chen, L., & Zhao, X. S. (2005), Profitability, Mean Reversion of Leverage Ratios, and Capital Structure Choices. http://down.cenet.org.cn/upfile/36/200668103138104.pdf, E.T.: 9 Kasım 2015
  • Cheng, S. R., & Shiu, C. Y. (2007), Investor Protection and Capital Structure: International Evidence. Journal of Multinational Financial Management, 17(1), 30-44.
  • DeAngelo, H., & Masulis, R. W. (1980), Optimal Capital Structure Under Corporate and Personal Taxation. Journal of Financial Economics, 8(1), 3-29.
  • 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 & Finance, 32(9), 1954-1969.
  • Skondral. A. & Rabe-Hesketh, S., (2008) Multilevel and Related Models of Longitudinal Data in De Leeuw, J., Meijer, E., & Goldstein, H. (ed), Handbook of Multilevel Analysis. Springer, 275-299.
  • Demirguc-Kunt, A., & Maksimovic, V. (1994), Capital Structures in Developing Countries: Evidence from Ten Countries (No. 1320). The World Bank. http://agris.fao.org/agris-search/search.do?recordID=US2012420703, E.T.: 08.05.2017
  • Djankov, S., McLiesh, C., & Shleifer, A. (2007), Private Credit in 129 Countries. Journal of Financial Economics, 84(2), 299-329.
  • Fan, J. P., Titman, S., & Twite, G. (2012). An International Comparison of Capital Structure and Debt Maturity Choices. Journal of Financial and Quantitative Analysis, 47(01), 23-56.
  • Frank, M. Z., & Goyal, V. K. (2009), Capital Structure Decisions: Which Factors are Reliably Important?. Financial management, 38(1), 1-37.
  • Giannetti, M. (2003). Do Better Institutions Mitigate Agency Problems? Evidence from Corporate Finance Choices. Journal of Financial and Quantitative Analysis, 38(1),185-212.
  • González, V. M., & González, F. (2008), Influence of Bank Concentration and Institutions on Capital Structure: New International Evidence. Journal of Corporate Finance, 14(4), 363-375.
  • Harris, M., & Raviv, A. (1990), Capital Structure and the Informational Role of Debt. The Journal of Finance, 45(2), 321-349.
  • Hayashi, F. (2000), Econometrics, 1. bs., Princeton, Princeton University Press.
  • Jensen, M. C. (1986), Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers. The American Economic Review, 76(2), 323-329.
  • Jõeveer, K. (2013). What Do We Know About the Capital Structure of Small Firms?. Small Business Economics, 41(2), 479-501.
  • Kayo, E. K., & Kimura, H. (2011). Hierarchical Determinants of Capital Structure. Journal of Banking & Finance, 35(2), 358-371.
  • La Porta, R., Lopez-de-Silanes, F., Shleifer, A., & Vishny, R. W. (1998), Law and Finance. Journal of Political Economy, 106(6), 1113-1155.
  • Leary, M. T., & Roberts, M. R. (2005), Do Firms Rebalance Their Capital Structures?. The Journal of Finance, 60(6), 2575-2619.
  • Leckie, G. (2013), Three-Level Multilevel Models - Concepts. LEMMA VLE Module 11, 1-47. http://www.bristol.ac.uk/cmm/learning/course.html E.T.:01.05.2017
  • Modigliani, F., & Miller, M. H. (1963), Corporate Income Taxes and The Cost of Capital: a Correction. The American Economic Review, 53(3), 433-443.
  • Myers, S. C. (1984), The Capital Structure Puzzle. The Journal of Finance, 39(3), 574-592.
  • 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, 13(2), 187-221.
  • Öztekin, Ö. (2015), Capital structure decisions around the world: Which factors are reliably important?. Journal of Financial and Quantitative Analysis, 50(03), 301-323.
  • Rajan, R. G., & Zingales, L. (1995), What do we know about capital structure? Some evidence from international data. The journal of Finance, 50(5), 1421-1460.
  • Snijders, T. A. B., & Bosker, R. J. (1999), Multilevel Analysis. An Introduction to Basic and Advanced Multilevel Modeling. Sage, London.
  • Steele, F. (2008). Module 5: Introduction to multilevel modelling concepts. LEMMA (Learning Environment for Multilevel Methodology and Applications), Centre for Multilevel Modelling, University of Bristol. http://www.bristol.ac.uk/cmm/learning/course.html E.T.:01.05.2017
  • Titman, S., & Wessels, R. (1988), The Determinants of Capital Structure Choice. The Journal of Finance, 43(1), 1-19.
  • Utrero-González, N. (2007), Banking Regulation, Institutional Framework and Capital Structure: International Evidence from Industry Data. The Quarterly Review of Economics and Finance, 47(4), 481-506.
  • Venanzi, D. (2017), How Country Affects the Capital Structure Choice: Literature Review and Criticism. International Journal of Economics and Finance, 9(4), 1.
  • Venanzi, D., Naccarato, A., & ABbate, G. (2014), Does the Country Effect Matter in the Capital Structure Decisions of European Firms?, http://www.efmaefm.org/0EFMAMEETINGS/EFMA%20ANNUAL%20MEETINGS/2014-Rome/papers/EFMA2014_0157_fullpaper.pdf E.T.: 12.06.2017
  • Welch, I. (2011), Two Common Problems in Capital Structure Research: The Financial‐debt‐to‐asset ratio and Issuing Activity Versus Leverage changes. International Review of Finance, 11(1), 1-17.

GELİŞMEKTE OLAN ÜLKELERDE SERMAYE YAPISI BELİRLEYİCİLERİ: HİYERARŞİK LİNEER MODEL YAKLAŞIMI

Year 2018, Volume: 36 Issue: 3, 1 - 27, 27.09.2018
https://doi.org/10.17065/huniibf.321465

Abstract

Bu çalışmada
gelişmekte olan ülkelerde sermaye yapısı belirleyicileri Hiyerarşik Lineer
Model (HLM) yaklaşımı kullanılarak analiz edilmiştir. Oluşturulan panel veri
seti ülke, sektör, firma ve zaman düzeylerinden oluşan hiyerarşik bir yapı
olarak düzenlenmiş ve kaldıraç oranındaki değişkenlik varyans bileşenleri
modeli ile incelenmiştir. Sonuçta gelişmekte olan ülkelerde kaldıraç oranındaki
değişkenliğin büyük kısmının firma ve zaman düzeylerinden kaynaklandığı gözlemlenmiştir.
Ülkeye ve firmaya özgü bir dizi faktörün sermaye yapısı üzerindeki doğrudan ve
dolaylı etkilerini incelemek için ise rassal sabit ve rassal eğim modelleri kullanılmıştır.
Gelişmekte olan ülkelerde, firmaya özgü faktörlerin halka açık firmaların
sermaye yapısı kararları üzerinde ülkeye özgü faktörlere kıyasla çok daha
önemli olduğu bulgulanmıştır. Ülkeye özgü faktörlerin ise sermaye yapısı
üzerindeki doğrudan etkilerinin yanında firmaya özgü sermaye yapısı
belirleyicileri üzerinden dolaylı etkilerinin de  olduğu söylenebilir.

References

  • Alves, P. F. P., & Ferreira, M. A. (2011), Capital Structure and Law around the World. Journal of Multinational Financial Management, 21(3), 119-150.
  • Antoniou, A., Guney, Y., & Paudyal, K. (2008), The Determinants of Capital Structure: Capital Market-oriented versus Bank-oriented institutions. Journal of Financial and Quantitative Analysis, 43(01), 59-92.
  • Arellano, M., & Bond, S. (1991). Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations. The Review of Economic Studies, 58(2), 277-297.
  • Bancel, F., & Mittoo, U. R. (2004), Cross-country Determinants of Capital Structure Choice: a Survey of European firms. Financial Management, 33(4), 103-132.
  • Belkhir, M., Maghyereh, A., & Awartani, B. (2016), Institutions and Corporate Capital Structure in the MENA Region. Emerging Markets Review, 26, 99-129.
  • Booth, L., Aivazian, V., Demirguc‐Kunt, A., & Maksimovic, V. (2001), Capital Structures in Developing Countries. The Journal of Finance, 56(1), 87-130.
  • Chen, L., & Zhao, X. S. (2005), Profitability, Mean Reversion of Leverage Ratios, and Capital Structure Choices. http://down.cenet.org.cn/upfile/36/200668103138104.pdf, E.T.: 9 Kasım 2015
  • Cheng, S. R., & Shiu, C. Y. (2007), Investor Protection and Capital Structure: International Evidence. Journal of Multinational Financial Management, 17(1), 30-44.
  • DeAngelo, H., & Masulis, R. W. (1980), Optimal Capital Structure Under Corporate and Personal Taxation. Journal of Financial Economics, 8(1), 3-29.
  • 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 & Finance, 32(9), 1954-1969.
  • Skondral. A. & Rabe-Hesketh, S., (2008) Multilevel and Related Models of Longitudinal Data in De Leeuw, J., Meijer, E., & Goldstein, H. (ed), Handbook of Multilevel Analysis. Springer, 275-299.
  • Demirguc-Kunt, A., & Maksimovic, V. (1994), Capital Structures in Developing Countries: Evidence from Ten Countries (No. 1320). The World Bank. http://agris.fao.org/agris-search/search.do?recordID=US2012420703, E.T.: 08.05.2017
  • Djankov, S., McLiesh, C., & Shleifer, A. (2007), Private Credit in 129 Countries. Journal of Financial Economics, 84(2), 299-329.
  • Fan, J. P., Titman, S., & Twite, G. (2012). An International Comparison of Capital Structure and Debt Maturity Choices. Journal of Financial and Quantitative Analysis, 47(01), 23-56.
  • Frank, M. Z., & Goyal, V. K. (2009), Capital Structure Decisions: Which Factors are Reliably Important?. Financial management, 38(1), 1-37.
  • Giannetti, M. (2003). Do Better Institutions Mitigate Agency Problems? Evidence from Corporate Finance Choices. Journal of Financial and Quantitative Analysis, 38(1),185-212.
  • González, V. M., & González, F. (2008), Influence of Bank Concentration and Institutions on Capital Structure: New International Evidence. Journal of Corporate Finance, 14(4), 363-375.
  • Harris, M., & Raviv, A. (1990), Capital Structure and the Informational Role of Debt. The Journal of Finance, 45(2), 321-349.
  • Hayashi, F. (2000), Econometrics, 1. bs., Princeton, Princeton University Press.
  • Jensen, M. C. (1986), Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers. The American Economic Review, 76(2), 323-329.
  • Jõeveer, K. (2013). What Do We Know About the Capital Structure of Small Firms?. Small Business Economics, 41(2), 479-501.
  • Kayo, E. K., & Kimura, H. (2011). Hierarchical Determinants of Capital Structure. Journal of Banking & Finance, 35(2), 358-371.
  • La Porta, R., Lopez-de-Silanes, F., Shleifer, A., & Vishny, R. W. (1998), Law and Finance. Journal of Political Economy, 106(6), 1113-1155.
  • Leary, M. T., & Roberts, M. R. (2005), Do Firms Rebalance Their Capital Structures?. The Journal of Finance, 60(6), 2575-2619.
  • Leckie, G. (2013), Three-Level Multilevel Models - Concepts. LEMMA VLE Module 11, 1-47. http://www.bristol.ac.uk/cmm/learning/course.html E.T.:01.05.2017
  • Modigliani, F., & Miller, M. H. (1963), Corporate Income Taxes and The Cost of Capital: a Correction. The American Economic Review, 53(3), 433-443.
  • Myers, S. C. (1984), The Capital Structure Puzzle. The Journal of Finance, 39(3), 574-592.
  • 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, 13(2), 187-221.
  • Öztekin, Ö. (2015), Capital structure decisions around the world: Which factors are reliably important?. Journal of Financial and Quantitative Analysis, 50(03), 301-323.
  • Rajan, R. G., & Zingales, L. (1995), What do we know about capital structure? Some evidence from international data. The journal of Finance, 50(5), 1421-1460.
  • Snijders, T. A. B., & Bosker, R. J. (1999), Multilevel Analysis. An Introduction to Basic and Advanced Multilevel Modeling. Sage, London.
  • Steele, F. (2008). Module 5: Introduction to multilevel modelling concepts. LEMMA (Learning Environment for Multilevel Methodology and Applications), Centre for Multilevel Modelling, University of Bristol. http://www.bristol.ac.uk/cmm/learning/course.html E.T.:01.05.2017
  • Titman, S., & Wessels, R. (1988), The Determinants of Capital Structure Choice. The Journal of Finance, 43(1), 1-19.
  • Utrero-González, N. (2007), Banking Regulation, Institutional Framework and Capital Structure: International Evidence from Industry Data. The Quarterly Review of Economics and Finance, 47(4), 481-506.
  • Venanzi, D. (2017), How Country Affects the Capital Structure Choice: Literature Review and Criticism. International Journal of Economics and Finance, 9(4), 1.
  • Venanzi, D., Naccarato, A., & ABbate, G. (2014), Does the Country Effect Matter in the Capital Structure Decisions of European Firms?, http://www.efmaefm.org/0EFMAMEETINGS/EFMA%20ANNUAL%20MEETINGS/2014-Rome/papers/EFMA2014_0157_fullpaper.pdf E.T.: 12.06.2017
  • Welch, I. (2011), Two Common Problems in Capital Structure Research: The Financial‐debt‐to‐asset ratio and Issuing Activity Versus Leverage changes. International Review of Finance, 11(1), 1-17.
There are 37 citations in total.

Details

Primary Language Turkish
Journal Section Articles
Authors

Rümeysa Bilgin

Publication Date September 27, 2018
Submission Date June 14, 2017
Published in Issue Year 2018 Volume: 36 Issue: 3

Cite

APA Bilgin, R. (2018). GELİŞMEKTE OLAN ÜLKELERDE SERMAYE YAPISI BELİRLEYİCİLERİ: HİYERARŞİK LİNEER MODEL YAKLAŞIMI. Hacettepe Üniversitesi İktisadi Ve İdari Bilimler Fakültesi Dergisi, 36(3), 1-27. https://doi.org/10.17065/huniibf.321465
AMA Bilgin R. GELİŞMEKTE OLAN ÜLKELERDE SERMAYE YAPISI BELİRLEYİCİLERİ: HİYERARŞİK LİNEER MODEL YAKLAŞIMI. Hacettepe Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi. September 2018;36(3):1-27. doi:10.17065/huniibf.321465
Chicago Bilgin, Rümeysa. “GELİŞMEKTE OLAN ÜLKELERDE SERMAYE YAPISI BELİRLEYİCİLERİ: HİYERARŞİK LİNEER MODEL YAKLAŞIMI”. Hacettepe Üniversitesi İktisadi Ve İdari Bilimler Fakültesi Dergisi 36, no. 3 (September 2018): 1-27. https://doi.org/10.17065/huniibf.321465.
EndNote Bilgin R (September 1, 2018) GELİŞMEKTE OLAN ÜLKELERDE SERMAYE YAPISI BELİRLEYİCİLERİ: HİYERARŞİK LİNEER MODEL YAKLAŞIMI. Hacettepe Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi 36 3 1–27.
IEEE R. Bilgin, “GELİŞMEKTE OLAN ÜLKELERDE SERMAYE YAPISI BELİRLEYİCİLERİ: HİYERARŞİK LİNEER MODEL YAKLAŞIMI”, Hacettepe Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, vol. 36, no. 3, pp. 1–27, 2018, doi: 10.17065/huniibf.321465.
ISNAD Bilgin, Rümeysa. “GELİŞMEKTE OLAN ÜLKELERDE SERMAYE YAPISI BELİRLEYİCİLERİ: HİYERARŞİK LİNEER MODEL YAKLAŞIMI”. Hacettepe Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi 36/3 (September 2018), 1-27. https://doi.org/10.17065/huniibf.321465.
JAMA Bilgin R. GELİŞMEKTE OLAN ÜLKELERDE SERMAYE YAPISI BELİRLEYİCİLERİ: HİYERARŞİK LİNEER MODEL YAKLAŞIMI. Hacettepe Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi. 2018;36:1–27.
MLA Bilgin, Rümeysa. “GELİŞMEKTE OLAN ÜLKELERDE SERMAYE YAPISI BELİRLEYİCİLERİ: HİYERARŞİK LİNEER MODEL YAKLAŞIMI”. Hacettepe Üniversitesi İktisadi Ve İdari Bilimler Fakültesi Dergisi, vol. 36, no. 3, 2018, pp. 1-27, doi:10.17065/huniibf.321465.
Vancouver Bilgin R. GELİŞMEKTE OLAN ÜLKELERDE SERMAYE YAPISI BELİRLEYİCİLERİ: HİYERARŞİK LİNEER MODEL YAKLAŞIMI. Hacettepe Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi. 2018;36(3):1-27.

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