Abstract
Abstract. The determination of productivity and efficiency of firms directs strategic decisions in the eye of decision makers. The importance of productivity and efficiency measurement in banking sector which especially attracts foreign investors in Turkey increases gradually. In this context, efficiency measurement of 15 banks operating in Turkey has been done by using their data. Data Envelopment Analysis (DEA) technique which is used as a decision making tool in multiple input multiple output processes and is not parametric is used. In the method, number of staff, total assets and capital are used as input units and general deposit, total credits and net profit are used as output units. In the results, the efficiency of banks in 2013-2014 has been measured and efficiency difference between private capital deposit banks and participation banks has been examined.
Keywords. Data envelopment analysis, Banking, Financial management, Stock returns
Jel. G21, C89, M29
References
Ayadi, O.F., Adebayo, A.O., & Omolehinwa, E. (1998). Bank performance measurement in a developing economy: an application of data envelopment analysis. Managerial Finance, 24(7), 5-16. doi: 10.1108/03074359810765589
Babacan, A., Kısakürek, M.M., & Özcan, S. (2009). Measure the performance of firms registered in istanbul stock exchange by using dea method, Dumlupınar University Journal of Social Sciences, 24, 23-36.
Bakırcı, F. (2006). Sektörel bazda bir etkinlik ölçümü: VZA ile bir analiz. Atatürk University Journal of Economics and Administrative Sciences 20(2), 199-217.
Banker, R.D., Charnes, A., & Cooper, W.W. (1984). Some models for estimating technical and scale ınefficiencies in data envelopment analysis. Management Science. 30(9), 1078-1092. doi: 10.1287/mnsc.30.9.1078
Behdioğlu, S., & Özcan, G. (2009). Data envelopment analysıs and an applıcatıon ın bankıng sector. Suleyman Demirel University The Journal of Faculty of Economics and Administrative Sciences. 14(3), 301–326.
Ben Naceur, S., & Goaied, M. (2001). The determinants of the Tunisian deposit banks’ performance. Applied Financial Economics, 11(3), 17-19. doi: 10.1080/096031001300138717
Budak, H. (2011). Data envelopment analysis and its application in turkish banking sector. Marmara Üniversitesi Fen Bilimleri Dergisi, 23(3), 95-110.
Casu, B., & Molyneux, P. A. (2003). Comparative study of efficiency in european banking. Applied Economics. 35(17), 1865-1876. doi: 10.1080/0003684032000158109
Cenger, H. (2011). İmkb’de işlem gören çimento şirketlerinin performanslarının ölçülmesinde veri zarflama analizi yaklaşımı. Atatürk University Journal of Economics and Administrative Sciences. 25(4), 31-44.
Charnes, A., Cooper, W., & Rhodes, E. (1979). Measuring the efficiency of decision making units. European Journal of Operational Research, 3(4): 429-444. doi: 10.1016/0377-2217(79)90229-7
Çetin, A.C. (2006). Türk tekstil sektörü ve türk tekstil firmalarının etkinlik düzeylerinin belirlenmesi. Afyon Kocatepe University Journal of Economics and Administrative Science, 8(2), 255-278.
Ekren, N., & Emiral, F. (2002). Türk bankacılık sistemindeki etkinlik analizi (veri zarflama analizi uygulaması). Active Bankacılık ve Finans Dergisi, 4(24), 6-27.
Eleren, A., & Özgür, E. Türkiye'de yabancı sermayeli mevduat bankalarının veri zarflama yöntemi ile etkinlik analizlerinin yapılması. Afyon Kocatepe University Journal of Economics and Administrative Science, 8(2), 53-76.
Ertuğrul, İ., & Tuş Işık, A. (2008). İşletmelerin VZA ile mali tablolarına dayalı etkinlik ölçümü: metal ana sanayinde bir uygulama. Afyon Kocatepe University Journal of Economics and Administrative Science, 1, 201-217.
Ferrıer, G.D., & Lovell C.A. (1990) Measuring cost efficiency in banking: econometric and linear programming evidence. Journal of Econometrics, 46, 229-245. doi: 10.1016/0304-4076(90)90057-Z
Galagedera, Don U. A, & Edirisuriya, P. (2004). Performance of indian commercial banks (1995-2002). South Asian Journal of Management, 12(4), 52-74.
Isik, I., & Hassan, M.K. (2002). Technical, scale and allocative efficiencies of Turkish banking Industry”, Journal of Banking and Finance, 26(4), 719-766.
Kasman, A., & Kasman S. (2003). The performance of turkish commercial banks in the deregulated period. Dokuz Eylül University Journal of Faculty of Business, 4, 116-137.
Kula, V., Kandemir, T., & Özdemir, L. (2009). VZA malmquist toplam faktör verimlilik ölçüsü: imkb’ye koteli çimento şirketleri üzerine bir araştırma. The Journal of Social and Economics Research, 11(17), 187-202.
Küçükaksoy, İ., & Önal, S. (2013). Türk bankacılık sektöründe faaliyet gösteren bankaların etkinliklerinin veri zarflama analizi yöntemi ile ölçülmesi: 2004-2011 yılları uygulaması. İstanbul Üniversitesi İktisat Fakültesi Ekonometri ve İstatistik Dergisi, 18, 56-80.
Mercan, M., & Yolalan, R. (2000). The financial performance relationship with scale and ownership structure in turkish banking sector. Borsa İstanbul Review, 4(15), 1-26.
Mercan, M., Reisman, A., Yolalan, R., & Emel, A.B. (2003). The effect of scale and mode of ownership on the turkish banking sector financial performance: dea based approach. Socio-Economic Planning Sciences, 37, 182-205. doi: 10.1016/S0038-0121(02)00045-9
Neely, M, & Wheelock, D. (1997). Why does bank performance vary across states?. Federal Reserve Bank of St. Louis Review. 79, 27-40.
Noulas, A. (1999). Profitability and efficiency of the greek banks (1993-1998). Journal of the Banking Association of Greece, 19(20), 53-60.
Özer, A., Öztürk, M., & Kaya, A. (2010). İşletmelerde etkinlik ve performans ölçmede vza, kümeleme ve topsıs analizlerinin kullanımı: imkb işletmeleri üzerine bir uygulama. Ataturk University Journal of Graduate School of Social Sciences. 14 (1), 233-260.
Saha, A., & Ravisankar, T.S. (2000). Rating of ındian commercial banks: a dea approach. European Journal of Operational Research, 124(1), 187-203. doi:10.1016/S0377-2217(99)00167-8
Sherman, D., & Ladino, G. (1995). Managing bank productivity using data envelopment analysis (DEA). Interfaces, 25, 60-73. doi: 10.1287/inte.25.2.60
Srairi, S. A. (2011). Productivity growth in the gcc banking industry: conventional versus islamic banks. Journal of Knowledge Globalization, 4(2), 59-90.
Turgutlu, E., Kök, R., & Kasman, A. (2007). Efficiency in turkish ınsurance firms: deterministic and chance constrained data envelopment analysis. Journal of Economy, Business and Finance, 2007, 251: 85-102.
Worthıngton, A. (2000). Technical efficiency and techonological change in australian bulding societies, Abacus, 36(2), 180-197. doi: 10.1111/1467-6281.00059
Yalama, A., & Sayım, M. (2008). Veri zarflama analizi ile imalat sektörünün performans değerlendirmesi. Dokuz Eylül University Journal of Economics and Administrative Science, 23(1), 89-107.