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RİSK ALMA EĞİLİMİNİ ETKİLEYEN İÇSEL FAKTÖRLER: BİST BANKA ENDEKSİ ÜZERİNE PANEL EŞBÜTÜNLEŞME VE NEDENSELLİK ANALİZİ

Yıl 2022, Sayı: 52, 363 - 378, 25.09.2022
https://doi.org/10.30794/pausbed.1076301

Öz

Çalışmada Borsa İstanbul Banka Endeksi’nde işlem gören bankaların risk alma eğiliminin belirleyicilerinin Aralık 2000 – Aralık 2020 döneminde panel eşbütünleşme ve nedensellik analizi ile araştırılması amaçlanmıştır. Bankaların risk alma eğilimi Z-Skor ile ölçülmüştür. Mali yapı (Özsermaye/Toplam Aktif), aktif kalitesi (Net Kredi/Toplam Aktif), performans (Net Kar/Toplam Aktif), likidite (Amihud Rasyosu) ve imtiyaz değerine ((Piyasa Değeri + Toplam Borç) /Toplam Aktif) ilişkin oranlar bağımsız değişken olarak analize dahil edilmiştir. Gerçekleştirilen analizler sonucunda değişkenler arasında uzun dönemli eşbütünleşme ilişkisi olduğu, Özsermaye / Toplam Aktif oranının, aktif karlılığın ve likidite yetersizliğinin artmasının risk alma eğilimini azalttığı ve risk alma eğiliminden aktif karlılığa, imtiyaz değerinden risk alma eğilimine ve likidite yetersizliğinden risk alma eğilimine doğru tek yönlü nedensellik ilişkisi olduğu tespit edilmiştir.

Kaynakça

  • Bai, J. ve Ng, S. (2004). “A PANIC Attack on Unit Roots and Cointegration”. Econometrica, 72(4), 1127–1177.
  • Bhagat, S., Bolton, B. ve Lu, J. (2015). “Size, Leverage, and Risk-Taking of Financial Institutions”. Journal of Banking & Finance, 59, 520-537.
  • Cebenoyan, A.S., Cooperman, E.S. ve Charles, A. (1999). “Ownership Structure, Charter Value, and Risk-Taking Behavior for Thrifts”. Financial Management, 28(1), 43-60.
  • Dahir, A.M., Mahat, F.B. ve Ali, N.A.B. (2018). “Funding Liquidity Risk and Bank Risk-Taking in BRICS Countries: An Application of System GMM Approach”. International Journal of Emerging Markets, 13(1), 231-248.
  • Demsetz, R.S., Saidenberg, M.R. ve Strahan, P.E. (1997). “Agency Problems and Risk Taking at Banks”. Banking Studies Department Federal Reserve Bank of New York.
  • Dias, R. (2021). “Capital Regulation and Bank Risk-Taking – New Global Evidence”. Accounting & Finance, 61, 847–884.
  • Dong, Y., Meng, C., Firth, M. ve Hou, W. (2014). “Ownership Structure and Risk-Taking: Comparative Evidence from Private and State-ControlledB in China”. International Review of Financial Analysis, 36, 120-120.
  • Ehsan, S. ve Javid, A.Y. (2018). “Bank Ownership Structure, Regulations and Risk-Taking: Evidence from Commercial Banks in Pakistan”. Portuguese Economic Journal, 17, 185-209.
  • Emirmahmutoğlu, F. ve Köse, N. (2011). “Testing for Granger Causality in Heterogeneous Mixed Panels”. Economic Modelling, 28, 870-876.
  • Hasan, M.M., Cheung, A. ve Taylor, G. (2020). “Financial Statement Comparability and Bank Risk-Taking”. Journal of Contemporary Accounting & Economics, 3(16).
  • Hughes, J.P., Mester, L.J. ve Moon, C. (2001). “Are Scale Economies in Banking Elusive or Illusive? Evidence Obtained by Incorporating Capital Structure and Risk-Taking into Models of Bank Production”. Journal of Banking & Finance, 25, 2169-2208.
  • Jabra, W.B., Mighri, Z. ve Mansouri, F. (2017). “Determinants of European Bank Risk During Financial Crisis”. Cogent Economics & Finance, 5(1), 1-20.
  • Konishi, M. ve Yasuda, Y. (2004). “Factors Affecting Bank Risk Taking: Evidence from Japan”. Journal of Banking & Finance, 28, 215-232.
  • Kuzu, S. ve Gençer Çelik, G. (2020). “Türk Bankacılık Sektöründe Aktif Büyüklüğü ile Risk Alma Davranışı Arasındaki İlişkinin Analizi”. Anemon Muş Alparslan Üniversitesi Sosyal Bilimler Dergisi, 8, 257-262.
  • Levin, A., Lin, C. F. ve Chu, C. J. (2002). “Unit Root Tests in Panel Data: Asymptotic and Finite-Sample Properties”. Journal of Econometrics, 108(1), 1–24.
  • Nguyen, Q.K. (2020). “Ownership Structure and Bank Risk-Taking in ASEAN Countries: A Quantile Regression Approach”. Cogent Economics & Finance, 8, 1-19.
  • Pathan, S. (2009). “Strong Boards, CEO Power and Bank Risk-Taking”. Journal of Banking & Finance. 33, 1340-1350.
  • Pesaran, H. ve Yamagata, T. (2008). “Testing Slope Homogeneity İn Large Panels”. Journal of econometrics, 142, 50–93.
  • Rachdi, H. ve Ameur, I.G.B. (2011). “Board Characteristics, Performance and Risk Taking Behaviour in Tunisian Banks”. International Journal of Business and Management, 6(6), 88-97.
  • Rajhi, M. ve Hmadi, V. (2011). “Examining The Determinants of Risk-Taking in European Banks”. Journal of Business Studies Quarterly, 3(1), 98-111.
  • Sahut, J. Ve Bouheni, F.B. (2019). “''Profitability and Risk-Taking Among Cooperative Banks in the Eurozone”. Economics Bulletin, 39(2), 1103-117.
  • Saif-Alyousfi, A.Y.H. ve Saha, A. (2021). “Determinants of Banks’ Risk-Taking Behavior, Stability and Profitability: Evidence From GCC Countries”. International Journal of Islamic and Middle Eastern Finance and Management, 14(5), 874-907.
  • Samet, A., Boubakri, S. ve Boubaker, S. (2018). “Does Public–Private Status Affect Bank Risk Taking? Worldwide Evidence”. Int. Financ. Markets Inst. Money, 53, 287-306.
  • Saunders, A., Strock, E. ve Travlos, N.G. (1990). “Ownership Structure, Deregulation, and Bank Risk Taking”. The Journal of Finance, XLV(2).
  • Topaloğlu, E.E. ve Ege, İ. (2019). “Bankalarda Yönetim Kurulu Yapısı ile Risk Alma Eğilimi Arasındaki İlişkinin Ekonometrik Analizi”. Akademik Araştırmalar ve Çalışmalar Dergisi, 11(20), 116-134.
  • Ul-Hug, S., Ashraf, B.N., Gupta, A.N. ve Zheng, C. (2018). “Does Bank Diversification Heterogeneously Affect Performance and Risk-Taking in ASEAN Emerging Economies?”. Research in International Business and Finance, 46, 342-362.
  • Wang, R., Liu, J. ve Luo, H. (2021). “Fintech Development and Bank Risk Taking in China” The European Journal of Finance, 27(4-5), 397-418.
  • Westerlund, J. (2007). “Testing for Error Correction in Panel Data”. Oxf Bull Econ Stat, 69, 709–748.
  • Westerlund, J. (2008). “Panel cointegration tests of the Fisher effect”. J Appl Econ, 23, 193–233.
  • Westerlund, J. ve Edgerton, D.L. (2008). “New Improved Tests for Cointegration with Structural Breaks”. Journal of Time Series Analysis, 28(2), 188-224.
  • Yazıcı, E. ve Kandil Göker, İ.İ. (2019). “Bankacılık Düzenlemelerinin Bankaların Risk Alma Davranışı Üzerindeki Etkisi: Türk Bankacılık Sektöründe Bir Araştırma”. Journal of International Management, Educational and Economics Perspectives, 7(2), 120-138.
  • Yazıcı, E., Kandil Göker, İ.İ. ve Oktay, M. (2019). “Türk Bankacılık Sektöründe Büyüklüğün Risk Alma Davranışı Üzerindeki Kısa ve Uzun Dönem Etkisi̇”. MUFİDER, 2(2), 149-154.

SPECIFIC FACTORS AFFECTING RISK-TAKING BEHAVIOUR: PANEL COINTEGRATION AND CAUSALITY ANALYSIS ON BIST BANK INDEX

Yıl 2022, Sayı: 52, 363 - 378, 25.09.2022
https://doi.org/10.30794/pausbed.1076301

Öz

In the study, it is aimed to investigate the determinants of risk-taking behavior of banks traded in Borsa Istanbul Bank Index in the period of December 2000 - December 2020 by panel cointegration and causality analysis. Risk-taking behavior of banks is measured with Z-Score. Ratios related to financial structure (Equity/Total Asset), asset quality (Net Credit/Total Asset), performance (Net Profit/Total Asset), liquidity (Amihud Ratio) and franchise value ((Market Value + Total Debt) /Total Asset) was included in the analysis as an independent variable. As a result of the analyzes carried out, it has been determined that there is a long-term cointegration relationship between the variables and that the increase in the Equity / Total Assets Ratio, return on assets and insufficient liquidity reduces the risk-taking behavior. In addition, a one-way causality relationship has been determined from risk-taking behavior to return on assets, from franchise value to risk-taking behavior and from lack of liquidity to risk-taking behavior.

Kaynakça

  • Bai, J. ve Ng, S. (2004). “A PANIC Attack on Unit Roots and Cointegration”. Econometrica, 72(4), 1127–1177.
  • Bhagat, S., Bolton, B. ve Lu, J. (2015). “Size, Leverage, and Risk-Taking of Financial Institutions”. Journal of Banking & Finance, 59, 520-537.
  • Cebenoyan, A.S., Cooperman, E.S. ve Charles, A. (1999). “Ownership Structure, Charter Value, and Risk-Taking Behavior for Thrifts”. Financial Management, 28(1), 43-60.
  • Dahir, A.M., Mahat, F.B. ve Ali, N.A.B. (2018). “Funding Liquidity Risk and Bank Risk-Taking in BRICS Countries: An Application of System GMM Approach”. International Journal of Emerging Markets, 13(1), 231-248.
  • Demsetz, R.S., Saidenberg, M.R. ve Strahan, P.E. (1997). “Agency Problems and Risk Taking at Banks”. Banking Studies Department Federal Reserve Bank of New York.
  • Dias, R. (2021). “Capital Regulation and Bank Risk-Taking – New Global Evidence”. Accounting & Finance, 61, 847–884.
  • Dong, Y., Meng, C., Firth, M. ve Hou, W. (2014). “Ownership Structure and Risk-Taking: Comparative Evidence from Private and State-ControlledB in China”. International Review of Financial Analysis, 36, 120-120.
  • Ehsan, S. ve Javid, A.Y. (2018). “Bank Ownership Structure, Regulations and Risk-Taking: Evidence from Commercial Banks in Pakistan”. Portuguese Economic Journal, 17, 185-209.
  • Emirmahmutoğlu, F. ve Köse, N. (2011). “Testing for Granger Causality in Heterogeneous Mixed Panels”. Economic Modelling, 28, 870-876.
  • Hasan, M.M., Cheung, A. ve Taylor, G. (2020). “Financial Statement Comparability and Bank Risk-Taking”. Journal of Contemporary Accounting & Economics, 3(16).
  • Hughes, J.P., Mester, L.J. ve Moon, C. (2001). “Are Scale Economies in Banking Elusive or Illusive? Evidence Obtained by Incorporating Capital Structure and Risk-Taking into Models of Bank Production”. Journal of Banking & Finance, 25, 2169-2208.
  • Jabra, W.B., Mighri, Z. ve Mansouri, F. (2017). “Determinants of European Bank Risk During Financial Crisis”. Cogent Economics & Finance, 5(1), 1-20.
  • Konishi, M. ve Yasuda, Y. (2004). “Factors Affecting Bank Risk Taking: Evidence from Japan”. Journal of Banking & Finance, 28, 215-232.
  • Kuzu, S. ve Gençer Çelik, G. (2020). “Türk Bankacılık Sektöründe Aktif Büyüklüğü ile Risk Alma Davranışı Arasındaki İlişkinin Analizi”. Anemon Muş Alparslan Üniversitesi Sosyal Bilimler Dergisi, 8, 257-262.
  • Levin, A., Lin, C. F. ve Chu, C. J. (2002). “Unit Root Tests in Panel Data: Asymptotic and Finite-Sample Properties”. Journal of Econometrics, 108(1), 1–24.
  • Nguyen, Q.K. (2020). “Ownership Structure and Bank Risk-Taking in ASEAN Countries: A Quantile Regression Approach”. Cogent Economics & Finance, 8, 1-19.
  • Pathan, S. (2009). “Strong Boards, CEO Power and Bank Risk-Taking”. Journal of Banking & Finance. 33, 1340-1350.
  • Pesaran, H. ve Yamagata, T. (2008). “Testing Slope Homogeneity İn Large Panels”. Journal of econometrics, 142, 50–93.
  • Rachdi, H. ve Ameur, I.G.B. (2011). “Board Characteristics, Performance and Risk Taking Behaviour in Tunisian Banks”. International Journal of Business and Management, 6(6), 88-97.
  • Rajhi, M. ve Hmadi, V. (2011). “Examining The Determinants of Risk-Taking in European Banks”. Journal of Business Studies Quarterly, 3(1), 98-111.
  • Sahut, J. Ve Bouheni, F.B. (2019). “''Profitability and Risk-Taking Among Cooperative Banks in the Eurozone”. Economics Bulletin, 39(2), 1103-117.
  • Saif-Alyousfi, A.Y.H. ve Saha, A. (2021). “Determinants of Banks’ Risk-Taking Behavior, Stability and Profitability: Evidence From GCC Countries”. International Journal of Islamic and Middle Eastern Finance and Management, 14(5), 874-907.
  • Samet, A., Boubakri, S. ve Boubaker, S. (2018). “Does Public–Private Status Affect Bank Risk Taking? Worldwide Evidence”. Int. Financ. Markets Inst. Money, 53, 287-306.
  • Saunders, A., Strock, E. ve Travlos, N.G. (1990). “Ownership Structure, Deregulation, and Bank Risk Taking”. The Journal of Finance, XLV(2).
  • Topaloğlu, E.E. ve Ege, İ. (2019). “Bankalarda Yönetim Kurulu Yapısı ile Risk Alma Eğilimi Arasındaki İlişkinin Ekonometrik Analizi”. Akademik Araştırmalar ve Çalışmalar Dergisi, 11(20), 116-134.
  • Ul-Hug, S., Ashraf, B.N., Gupta, A.N. ve Zheng, C. (2018). “Does Bank Diversification Heterogeneously Affect Performance and Risk-Taking in ASEAN Emerging Economies?”. Research in International Business and Finance, 46, 342-362.
  • Wang, R., Liu, J. ve Luo, H. (2021). “Fintech Development and Bank Risk Taking in China” The European Journal of Finance, 27(4-5), 397-418.
  • Westerlund, J. (2007). “Testing for Error Correction in Panel Data”. Oxf Bull Econ Stat, 69, 709–748.
  • Westerlund, J. (2008). “Panel cointegration tests of the Fisher effect”. J Appl Econ, 23, 193–233.
  • Westerlund, J. ve Edgerton, D.L. (2008). “New Improved Tests for Cointegration with Structural Breaks”. Journal of Time Series Analysis, 28(2), 188-224.
  • Yazıcı, E. ve Kandil Göker, İ.İ. (2019). “Bankacılık Düzenlemelerinin Bankaların Risk Alma Davranışı Üzerindeki Etkisi: Türk Bankacılık Sektöründe Bir Araştırma”. Journal of International Management, Educational and Economics Perspectives, 7(2), 120-138.
  • Yazıcı, E., Kandil Göker, İ.İ. ve Oktay, M. (2019). “Türk Bankacılık Sektöründe Büyüklüğün Risk Alma Davranışı Üzerindeki Kısa ve Uzun Dönem Etkisi̇”. MUFİDER, 2(2), 149-154.
Toplam 32 adet kaynakça vardır.

Ayrıntılar

Birincil Dil Türkçe
Konular Finans
Bölüm Makaleler
Yazarlar

Tuğba Nur 0000-0002-0974-4896

Erken Görünüm Tarihi 15 Eylül 2022
Yayımlanma Tarihi 25 Eylül 2022
Kabul Tarihi 25 Nisan 2022
Yayımlandığı Sayı Yıl 2022 Sayı: 52

Kaynak Göster

APA Nur, T. (2022). RİSK ALMA EĞİLİMİNİ ETKİLEYEN İÇSEL FAKTÖRLER: BİST BANKA ENDEKSİ ÜZERİNE PANEL EŞBÜTÜNLEŞME VE NEDENSELLİK ANALİZİ. Pamukkale Üniversitesi Sosyal Bilimler Enstitüsü Dergisi(52), 363-378. https://doi.org/10.30794/pausbed.1076301
AMA Nur T. RİSK ALMA EĞİLİMİNİ ETKİLEYEN İÇSEL FAKTÖRLER: BİST BANKA ENDEKSİ ÜZERİNE PANEL EŞBÜTÜNLEŞME VE NEDENSELLİK ANALİZİ. PAUSBED. Eylül 2022;(52):363-378. doi:10.30794/pausbed.1076301
Chicago Nur, Tuğba. “RİSK ALMA EĞİLİMİNİ ETKİLEYEN İÇSEL FAKTÖRLER: BİST BANKA ENDEKSİ ÜZERİNE PANEL EŞBÜTÜNLEŞME VE NEDENSELLİK ANALİZİ”. Pamukkale Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, sy. 52 (Eylül 2022): 363-78. https://doi.org/10.30794/pausbed.1076301.
EndNote Nur T (01 Eylül 2022) RİSK ALMA EĞİLİMİNİ ETKİLEYEN İÇSEL FAKTÖRLER: BİST BANKA ENDEKSİ ÜZERİNE PANEL EŞBÜTÜNLEŞME VE NEDENSELLİK ANALİZİ. Pamukkale Üniversitesi Sosyal Bilimler Enstitüsü Dergisi 52 363–378.
IEEE T. Nur, “RİSK ALMA EĞİLİMİNİ ETKİLEYEN İÇSEL FAKTÖRLER: BİST BANKA ENDEKSİ ÜZERİNE PANEL EŞBÜTÜNLEŞME VE NEDENSELLİK ANALİZİ”, PAUSBED, sy. 52, ss. 363–378, Eylül 2022, doi: 10.30794/pausbed.1076301.
ISNAD Nur, Tuğba. “RİSK ALMA EĞİLİMİNİ ETKİLEYEN İÇSEL FAKTÖRLER: BİST BANKA ENDEKSİ ÜZERİNE PANEL EŞBÜTÜNLEŞME VE NEDENSELLİK ANALİZİ”. Pamukkale Üniversitesi Sosyal Bilimler Enstitüsü Dergisi 52 (Eylül 2022), 363-378. https://doi.org/10.30794/pausbed.1076301.
JAMA Nur T. RİSK ALMA EĞİLİMİNİ ETKİLEYEN İÇSEL FAKTÖRLER: BİST BANKA ENDEKSİ ÜZERİNE PANEL EŞBÜTÜNLEŞME VE NEDENSELLİK ANALİZİ. PAUSBED. 2022;:363–378.
MLA Nur, Tuğba. “RİSK ALMA EĞİLİMİNİ ETKİLEYEN İÇSEL FAKTÖRLER: BİST BANKA ENDEKSİ ÜZERİNE PANEL EŞBÜTÜNLEŞME VE NEDENSELLİK ANALİZİ”. Pamukkale Üniversitesi Sosyal Bilimler Enstitüsü Dergisi, sy. 52, 2022, ss. 363-78, doi:10.30794/pausbed.1076301.
Vancouver Nur T. RİSK ALMA EĞİLİMİNİ ETKİLEYEN İÇSEL FAKTÖRLER: BİST BANKA ENDEKSİ ÜZERİNE PANEL EŞBÜTÜNLEŞME VE NEDENSELLİK ANALİZİ. PAUSBED. 2022(52):363-78.