EMRE ESAT TOPALOĞLU

4826

Sermaye Yapısına Etki Eden Firmaya Özgü Faktörlerin Panel Veri Analizleri ile Belirlenmesi: Kurumsal Yönetim Endeksi Üzerine Bir Uygulama

Çalışmada, Kurumsal Yönetim Endeksi’nde 2007-2015 döneminde faaliyet gösteren firmaların sermaye yapılarına etki eden firmaya özgü faktörlerin belirlenmesi hedeflenmiştir. Sermaye yapısı, finansal kaldıraç oranı ile temsil edilirken, firmaya özgü faktörler ise aktif karlılık oranı, firma büyüklüğü, likidite oranı, borç dışı vergi kalkanı, Tobin’s q, büyüme fırsatı, varlık yapısı ve faaliyet kaldıracı oranı ile temsil edilmiştir. Sermaye yapısına etki eden faktörlerin tespit edilmesinde panel veri analiz yöntemlerinden faydalanılmıştır. Analiz sonucunda, likidite oranı, varlık yapısı ve aktif karlılık oranı ile finansal kaldıraç arasında anlamlı ve negatif yönlü ilişki belirlenirken, firma büyüklüğü ile pozitif yönlü ilişki belirlenmiştir. Diğer taraftan borç dışı vergi kalkanı, büyüme fırsatı, faaliyet kaldıracı ve Tobin’s q ile finansal kaldıraç arasında istatistiksel olarak anlamlı herhangi bir ilişki tespit edilememiştir.

Determination of the Firm Specific Factors Affecting Capital Structure Using Panel Data Analysis: An Application upon the Corporate Governance Index

In the study, it is aimed to determine the firm characteristic factors that affect the capital structure of firms operating in the Corporate Governance Index between 2007-2015 period. Capital structure is represented by the financial leverage ratio while the firm specific factors are represented by the return on assets, firm size, liquidity ratio, non-debt tax shield, Tobin’s q, growth opportunity, asset tangibility and operating leverage ratio. Panel data analysis were used to determine the factors affecting capital structure. At the end of the analysis, a statistically significant and negative relationship was observed between liquidity ratio, asset tangibility and return on assets and the financial leverage ratio while a statistically significant and positive relationship was observed between firm size and the financial leverage ratio. On the other hand, no statistically significant relationship was found between non-debt tax shield, growth opportunity, operating leverage ratio and Tobin’s q and the financial leverage ratio.
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  • ABDİOĞLU, N. ve DENİZ, D.; (2015), “Borsa İstanbul’da İşlem Gören İmalat Sanayi Şirketlerinin Sermaye Yapılarının Firmaya Özgü Belirleyicileri”, Sosyoekonomi, 23 (26), ss. 195-213.
  • AKRAM, M.; (2011), “Do Crude Oil Price Changes Affect Economic Growth of India, Pakistan and Bangladesh?”, Economics D-Level Thesis, Högskolan Dalarna: Dalarna University School of Technology and Business Studies.
  • ANTONIOU, A., GÜNEY, Y. ve PAUDYAL, K.; (2008), “The Determinants of Capital Structure: Capital Market-Oriented versus Bank-Oriented Institutions”, Journal of Financial and Quantitative Analysis, 43 (1), pp. 59-92.
  • ARKUN, F.; (2011), “Yeni TTK ve Kurumsal Yönetim Alanında Getirdikleri”, Kurumsal Yönetim Dergisi, 12 (34).
  • ARSOV, S. ve NAUMOSKI, A.; (2016), “Determinants of Capital Structure: An Empirical Study Of Companies From Selected Post-Transition Economies”, Zb. rad. Ekon. fak. Rij, 34 (1), pp. 119-146.
  • ATA, A. ve AĞ, Y.; (2010), “Firma Karakteristiğinin Sermaye Yapısı Üzerindeki Etkisinin Analizi”, Ekonometri ve İstatistik, (11), ss. 45–60.
  • BAI, J. ve NG, S.; (2004), “A PANIC Attack on Unit Roots and Cointegration”, 72 (4), pp. 1127–1177.
  • BIÖRCK, J. ve LAGERCRANTZ, A.; (2011), “The Determinants of Capital Structure An Empirical Study of Differences Between Swedish SMEs and Large Firms”, Stockholm School of Economıcs Bachelor Thesis in Finance, Spring, pp. 1-29.
  • BORSA İSTANBUL (Erişim Tarihi: 29.11.2016). www.borsaistanbul.com, http://www.borsaistanbul.com/veriler/verileralt/mali-tablolar-arsiv
  • BREITUNG, J.; (2005), “A Parametric approach to the Estimation of Cointegration Vectors in Panel Data”, Econometric Reviews, 24 (2), pp. 151-173.
  • BREUER, J. B., MCNOWN, R. ve WALLACE, M. S.; (2002), “Series-Specific Unit Root Tests With Panel Data”, Oxford Bulletin of Economics and Statistics, 64, pp. 527-546.
  • BREUSCH, T. S. ve PAGAN, A. R.; (1980). “The Lagrange Multiplier Test and Its Applications to Model Specification in Econometrics”, Review of Economic Studies, 47 (1), pp. 239-253.
  • BUFERNA, F., BANGASSA, K. ve HODGKINSON, L.; (2005), “Determinants of Capital Structure Evidence from Libya”, Research Paper Series, Management School University of Liverpool.
  • CALABRESE, T. T.; (2011), “Testing Competing Capital Structure Theories of Nonprofit Organizations”, Public Budgeting & Finance, 31 (3), pp. 119-143.
  • CHEN, J. J.; (2004), “Determinants of Capital Structure of Chinese-Listed Companies”, Journal of Business Research. 57, pp. 1341-1351.
  • CHOI, I.; (2001), “Unit Root Tests For Panel Data”, J. Int. Money and Finance, 20, pp. 249–272.
  • CHOWDHURY, M. U.; (2004), “Capital Structure Determinants: Evidence from Japan & Bangladesh”, Journal of Business Studies, xxv (1), pp. 23-45.
  • CORTEZ, M. A. ve SUSANTO, S.; (2012), “The Determinants of Corporate Capital Structure: Evidence from Japanese Manufacturing Companies”, Journal of International Business Research, 11 (3), pp. 121-134.
  • DEMİRHAN, D.; (2009), “Sermaye Yapısını Etkileyen İşletmeye Özgü Faktörlerin Analizi: İMKB Hizmet İşletmeleri Üzerine Bir Uygulama”, Ege Akademik Bakış / Ege Academic Review 9 (2), ss. 677-697
  • DOĞUKANLI, H. ve ACARAVCI, S. (2004), "Türkiye’de Sermaye Yapısını Etkileyen Faktörlerin İmalat Sanayiinde Sınanması," İktisat İşletme ve Finans, 19 (225), ss. 43-57.
  • Dünya Bankası (Erişim Tarihi: 29.11.2016). https://datahelpdesk.worldbank.org/knowledgebase/topics/19280-country-classification
  • EREM, I.; (2013), “Sermaye Yapısına Etki Eden Faktörlerin Belirlenmesi: Türk Bankacılık Sektörü Örneği”, 17. Finans Sempozyumu, /23-26 Ekim, Muğla, ss. 329-338.
  • ERIOTIS, N., VASILIOU, D. ve NEOKOSMIDI, Z.; (2007), “How Firm Characteristics Affect Capital Structure: An Empirical Study”, Managerial Finance, (33), pp. 321-329.
  • ESEN, F. S., ÖZTÜRK, S. P. ve BİKE ESEN, Ü.; (2014), “The Determınants of Capıtal Structure: Application on Food Firms Quoted on Borsa Istanbul”, Journal of Economics, Finance & Accounting-JEFA, 1 (3), ss. 173-183.
  • GUJARATI, N. D.; (2003), Basic Econometrics. New York: McGraw Hill Book Co.
  • GÜLŞEN, A. Z. ve ÜLKÜTAŞ, Ö.; (2012), “Sermaye Yapısının Belirlenmesinde Finansman Hiyerarşisi Teorisi Ve Ödünleşme Teorisi: İMKB Sanayi Endeksinde Yer Alan Firmalar Üzerine Bir Uygulama”, ZKÜ Sosyal Bilimler Dergisi, 8 (15), ss. 49-60.
  • GÜNER, A.; (2016), “The Determinants of Capital Structure Decisions: New Evidence from Turkish Companies”, Procedia Economics and Finance, 38, ss. 84 – 89.
  • HADRI, K.; (2000), “Testing for Stationarity in Heterogeneous Panel Data”, Econometrics Journal, 3 (2), pp. 148–161.
  • HADRI, K. ve KUROZUMI, E.; (2012), “A Simple Panel Stationarity Test in The Presence of Serial Correlation And A Common Factor”, Economics Letters, 115 (1), pp. 31-34.
  • HAIR, J., ANDERSON, R. E., TATHAM, R., ve WILLIAM C. B.; (1998), Multivariate Data Analysis, New Jersey: Prentice-Hall.
  • HARRIS, M. ve RAVIV, A.; (1991), “The Theory of Capital Structure”, Journal of Finance, 46 (1), pp. 297-355.
  • HUANG, G. ve SONG, F. M.; (2006), “The Determinants of Capital Structure: Evidence From China”, China Economic Review, 17, pp. 14–36.
  • IM, K., PESARAN, M. H. ve SHIN, Y.; (2003), “Testing For Unit Roots in Heterogeneous Panels”, Journal of Econometrics, 115, pp. 53 – 74.
  • IMTIAZ, F., MAHMUD, K. ve MALLIK, A.; (2016), “Determinants of Capital Structure and Testing of Applicable Theories: Evidence from Pharmaceutical Firms of Bangladesh”, International Journal of Economics and Finance, 8 (3), pp. 23-32.
  • JAHANZEB, A., BAJURİ, N. H. ve GHORİ, A.; (2015), “Market Power Versus Capital Structure Determinants: Do They İmpact Leverage?”, Cogent Economics & Finance, 3 (1017948), pp. 1-9.
  • JENSEN, M. C. ve MECKLING, W. H.; ( 1976), “Theory of The Firm: Managerial Behavior, Agency Costs And Ownership Structure”, Journal of Financial Economics, 3, pp. 305-306.
  • KAKILLI ACARAVCI, S.; (2015), “The Determinants of Capital Structure: Evidence From The Turkish Manufacturing Sector”, International Journal of Economics and Financial Issues, 5 (1), pp.158-171.
  • KAMUYU AYDINLATMA PLATFORMU (Erişim Tarihi: 29.11.2016). https://www.kap.org.tr/tr/
  • MADDALA, G. S. ve WU, S.; (1999), “A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test”, 61 (S1), pp. 631–652.
  • MATIAS, F. ve SERRASQUEIRO, Z.; (2017), “Are There Reliable Determinant Factors of Capital Structure Decisions? Empirical Study of SMEs in Different Regions of Portugal”, Research in International Business and Finance, 40, pp. 19–33.
  • MODIGLIANI, F. ve MILLER, M.; (1958), “The Cost of Capital, Corporation Finance and the Theory of Investment”, Economic Review, 48, pp. 261-297.
  • MODIGLIANI, F. ve MILLER, M.; (1963), “Corporate Income Taxes and the Cost of Capital: A Correction”, The American Economic Review, 53 (3), pp. 433-443.
  • MOHAMMAD, A. ve GHARAIBEH, O.; (2015), “The Determinants of Capital Structure: Empirical Evidence From Kuwait”, European Journal of Business, Economics and Accountancy, 3 (6), pp. 1-25.
  • MYERS, S. C.; (1984), “Capital Structure Puzzle”, Journal of Finance, 39 (3), pp. 575 – 592.
  • NEJAD, N. R. ve WASIUZZAMAN, S.; (2015), “Multilevel Determinants of Capital Structure: Evidence from Malaysia”, Global Business Review, 16 (2), pp. 199–212.
  • NUNES, P. ve SERRASQUEIRO, Z.; (2007), “Capital Structure of Portuguese Service Industries: A Panel Data Analysis”, The Service Industries Journal, 27 (5), pp. 550-551.
  • OGIRIKI, T. ve WERIGBELEGHA, A. P.; (2015), “Determinants of Capital Structure and Firm’s Performance in Nigeria (1989-2014): An Empirical Investigation Approach”, International Journal of Management and Economics İnvention, 1 (10), pp. 471-479.
  • OKUYAN, H. A. ve TAŞÇI, H. M.; (2010a), “Sermaye Yapısının Belirleyicileri: Türkiye’deki En Büyük 1000 Sanayi işletmesinde Bir Uygulama”, BDDK Bankacılık ve Finansal Piyasalar, 4 (1), ss. 105-120.
  • OKUYAN, H. A. ve TAŞÇI, H. M.; (2010b), “İMKB’de İşlem Gören Reel Sektör İşletmelerinde Sermaye Yapısının Belirleyicileri”, Ekonomik Yaklaşım, (76), ss. 55-72.
  • ÖZTÜRK, M. B. ve ŞAHİN, E. E.; (2013), “İMKB’de İşlem Gören Spor Firmalarının Sermaye Yapısının Belirleyicileri Üzerine Bir Analiz”, Verimlilik Dergisi, (3), ss. 7-24.
  • PESARAN, M. H.; (2004), “General Diagnostic Tests For Cross Section Dependence in Panels”, Cambridge Working Papers in Economics Working Paper, (435), pp. 1-39.
  • PESARAN, M. H. ve YAMAGATA, T.; (2008), “Testing Slope Homogeneity in Large Panels”, Journal of Econometrics 142, pp. 50–93.
  • PONTOH, W. ve ILAT, V. (2013). Determinant Capital Structure and Profitability Impact (Study of Listed Company in Indonesian Stock Exchange). Research Journal of Finance and Accounting, 4 (15), 43-49.
  • PRATHEEPAN, T. ve WEERAKOON BANDA, Y. K.; (2016), “The Determinants of Capital Structure: Evidence from Selected Listed Companies in Sri Lanka”, International Journal of Economics and Finance, 8 (2), pp. 94-106.
  • SAEEDİ, A. ve MAHMOODİ, I.; (2011), “Capital Structure and Firm Performance: Evidence from Iranian Companies”, International Research Journal of Finance and Economics, 70, pp. 21-28.
  • SALAWU, R.O. ve AGBOOLA, A. A.; (2008), “The Determinants of Capital Structure of Large Non-Financial Listed Firms in Nigeria”, The International Journal of Business and Finance Research, 2 (2), pp. 75-84.
  • SALİM, M. ve YADAV, R.; (2012), “Capital Structure and Firm Performance: Evidence from Malaysian Listed Companies”, Procedia - Social and Behavioral Sciences, 65, pp. 156 –166.
  • SARIOĞLU, S. E., KURUN, E. ve GÜZELDERE, H.; (2013), “Sermaye Yapısının Belirleyicileri: İMKB'de işlem Gören Çimento, Otomotiv ve Bilişim Sektörlerinin Sermaye Yapısı Analizi”, Ege Akademik Bakış, 13 (4), ss. 48-49.
  • SAYILGAN, G., KARABACAK, H. ve KÜÇÜKKOCAOĞLU, G.; (2006), “The Firm-Specific Determinants of Corporate Capital Structure: Evidence from Turkish Panel Data”, Investment Management and Financial Innovations, (3), pp. 125-137.
  • SHEIKH, N. A. ve QURESHI, M. A.; (2017), “Determinants of Capital Structure of Islamic and Conventional Commercial Banks: Evidence from Pakistan”, International Journal of Islamic and Middle Eastern Finance and Management, 10 (1), pp. 24-41.
  • SHEIKH, N. A. ve WANG, Z.; (2011), “Determinants Capital Structure, An Emprical Study of Firms in Manifacturing Industry of Pakistan”, Managerial Finance, 37 (2), pp. 117-133.
  • SIDDIQUI, S. S.; (2012), “Capital Structure Determinants of Non-Bank Financial Institutions (NBFIs) in Bangladesh”, World Review of Business Research, 2 (1), pp. 60-78.
  • SLOAN, R. G.; (2001), “Financial Accounting And Corporate Governance: A Discussion”, Journal of Accounting and Economics, 32 (2), pp. 335-347.
  • SMITH L. V., LEYBOURNE, S., KIM, T. H. ve Newbold, P.; (2004), “More Powerful Panel Data Unit Root Tests With An Application To Mean Reversion in Real Exchange Rates”, Journal of Applied Econometrics, 19, pp. 147–170.
  • SONG, H. S.; (2005), “Capital Structure Determinants An Empirical Study of Swedish Companies”, CESIS Electronic Working Paper Series, The Royal Institute of technology Centre of Excellence for Science and Innovation Studies, (25), pp. 1-26.
  • TABACHNICK, B. G. ve FIDELL, L. S.; (2001), Using Multivariate Statistics, Boston: Allyn and Bacon.
  • TEKER, D., TAŞSEVEN, O. ve TÜKEL, A.; (2009), “Determinants of Capital Structure for Turkish Firms: A Panel Data Analysis”, International Research journal of Finance and Economics, (29), pp. 179- 187.
  • TÜRKİYE KURUMSAL YÖNETİM DERNEĞİ (Erişim Tarihi: 29.11.2016). http://www.tkyd.org/tr/tkyd-kurumsal-yonetim-komisyonlar-calisma-gruplari-sermaye-piyasasi-vebist-kurumsal yonetim-endeksi-calisma-grubu-kurumsal-yonetim-endeksi-tum-firmalar.html
  • UMER, U. M.; (2014), “Determinants of Capital Structure: Empirical Evidence from Large Taxpayer Share Companies in Ethiopia”, International Journal of Economics and Finance, 6 (1), pp. 53-65.
  • VAN HORNE, J. C. ve WACHOWICZ, J. M.; (1997), Fundamentals of Financial Management. Harlow: Prentice Hall.
  • VO, X. V.; (2017), “Determinants of Capital Structure İn Emerging Markets: Evidence From Vietnam”, Research in International Business and Finance, 40, pp. 105–113.
  • VOSVRDA, M. S.; (2013), “Stationarity and Unit Root Testing”, Internet Address:http://vosvrdaweb.utia.cas.cz/cykly/Stationarity%20and%20Un i%20Root%20Testing.pdf>, Date of Access: 16.12.2013.
  • YERDELEN TATOĞLU, F.; (2012), Panel Veri Ekonometrisi, İstanbul: Beta Yayınları.
  • ZEITUNA, R. ve TIAN, G. G.; (2007), “Capital Structure and Corporate Performance: Evidence from Jordan”, The Australasian Accounting Business & Finance Journal, 1 (4), pp. 40-61.
Finans Politik ve Ekonomik Yorumlar Dergisi-Cover
  • ISSN: 1307-7112
  • Yayın Aralığı: Yılda 4 Sayı
  • Başlangıç: 1963
  • Yayıncı: İSTANBUL OKAN ÜNİVERSİTESİ
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EMRE ESAT TOPALOĞLU