In this study, TOPSIS method was used to analyze financial statements of the fourteen large-scale conglomerates which are traded on Istanbul Stock Exchange (ISE). At first, the study used CRITIC METHOD to calculate nineteen financial ratios of these holdings over three periods (2009-2011), and found their financial ratio weights. TOPSIS method was applied to the nineteen financial ratio calculated, and the conglomerates were given financial performance scores in accordance with the results reached. Financial performance scores of these conglomerates were compared in order to make an inference as to their future behaviors.
Akyuz, Y., T. Bozdogan and E. Ve Hantekin, 2011. TOPSIS yöntemiyle finansal performans?n de?erlendirilmesi Ve Bir Uygulamy, Afyon Kocatepe Üniversitesi ?.?.B.F. Dergisi, Cilt 13, Say? 1: 73-92. [In Turkish].
Amiri, M., M. Zandieh, R. Soltani and B. Vahdani, 2009. A hybrid multi-criteria decision-making model for firms competence evaluation. Expert Systems with Applications, 36(10): 12314-12322.
Angelo, D., E. Menga and L. Xiaodong, 2012. The use of axiomatic fuzzy set theory in AHP and TOPSIS methodology to determine strategies priorities by SWOT analysis. Quality And Quantitiy. DOI 10.1007/S11135-012-9679-2
Arbel, A. and Y. Orgler, 1990. An application of the AHP to bank strategic planning: The mergers and acquisitions process. European Journal of Operational Research, 48(1): 27-37.
Azis, I., 1990. Analytic hierarchy process in the benefit-cost framework: A post-evaluation of the Trans-Sumatra highway project. European Journal of Operational Research, 48(1): 38-48.
Banks Assoc?at?on Of Turkey (TBA), 2009. The financial system and banking sector in Turkey. Istanbul, October.
Bulbul, S. and A. Ve Kose, 2009. Türk G?da ?irketlerinin Finansal Performanslar?n?n Çok Amaçl? Karar Verme Yöntemleriyle De?erlendirilmesi, 10.Ekonomi Ve ?statistik Sempozyumu, 27 – 29 May?s, Atatürk Üniversitesi, Erzurum. Bildiri No. 152. [In Turkish].
Cheng-Ru, W., L. Chin-Tsai and T. Pei-Hsuan, 2008. Financial service of wealth management banking: Balanced scorecard approach. Journal of Social Sciences, 4(4): 255 263.
Christodoulou, S., A. Agathokleous, B. Charalambous and A. Adamou, 2010. Proactive risk-based integrity assessment of water distribution networks. Water Resour Manag, 24(13): 3715–3730.
Citron, D., 1992. Financial ratio covenants in UK bank loan contracts and accounting policy choice. Accounting and Business Research, 22(88): 322–336.
Demireli, E., 2010. TOPSIS Çok Kriterli Karar Verme Sistemi: Türkiye’deki Kamu Bankalar? Üzerine Bir Uygulama, Giri?imcilik Ve Kalk?nma Dergisi, 5(1): 101-112.
Diakoulaki, D., G. Mavrotas and L. Papayannakis, 1995. Determining objective weights in multiple criteria problems: The CRITIC method. Computers And Operations Resarch, 22(7): 763-770.
Drake, L., J.B.M. Hall and R. S?mper, 2009. Bank modeling methodologies: A comparative non-parametric analysis of efficiency in the Japanese banking sector. International Financial Markets, Inst. And Money, 19(1): 1–15.
Dumanoglu, S. and N. Ve Ergul, 2010. ?MKB’de Islem Gören Teknoloji ?irketlerinin Mali Performans Olcumu, Muhasebe Ve Finansman Dergisi, 48: 101-111. [In Turkish].
Eleren, A., S. Ogel and F. Y?ld?z, 2009. ??letmelerde finansal performans?n Ölçülmesinde TOPSIS Yöntemin Kullan?lmas? Ve Bir Uygulama, 13. Ulusal Finans Sempozyumu, Afkonkarahisar, S: 383-391. [In Turkish].
Ergul, N. and V. Ve Akel, 2010. Finansal Kiralama ?irketlerinin Mali Performans?n?n TOPSIS Yöntemi Ile Analizi, MODAV, 12(3): 91-118.
Feng, C.M. and R.T. Ve Wang, 2000. Performance evaluation for airlines including the consideration of financial ratios. Journal Of Air Transport Management, 6(3): 133-142.
Hao, L. and X. Ve Qing-Sheng, 2006. Application of TOPSIS in the bidding evaluation of manufacturing enterprises. 5th International Conference on E-Engineering&Digital Enterprise Technology, 16th-18th August, Guiyang, China. pp: 184-188.
Hwang, C.L. and K. Yoon, 1981. Multiple attributes decision making methods and applications. Berlin Heidelberg: Springer.
Kalogeras, N., G. Baourakis, C. Zopounidis and G.V. Dijk, 2005. Evaluating the financial performance of agri-food firms: A multicriteria decision-aid approach. Journal of Food Engineering, 70(3): 365-371.
Karimi, M.S., Z. Yusop and S.H. Law, 2010. Location decision for foreign direct investment in ASEAN countries: A TOPSIS approach. International Research Journal of Finance and Economics, 36(1): 196-207.
Khodam, A.M., M. Hemati and M. Abdolshah, 2008. Analysis and prioritizing bank account with TOPSIS multiple-criteria decision – A study of Refah Bank in Iran. 21st Australasian Finance And Banking Conference, August- 25.
Kim, G., C. Park and K.P. Yoon, 1997. Identifying investment opportunities for advanced manufacturing system with comparative-integrated performance measurement. International Journal Of Production Economics, 50(1): 23-33.
King, J.L., 2001. Operational risks: Measurement and modelling. New York: John Wiley and Sons Ltd.
Ozden, U., 2011. TOPSIS method with the European union member states of the candidate and mapping of economic indicators. Trakya University Journal of Social Science, 13(2): 215-236.
Ozden, U.H., 2009. Turkiye’deki Mevduat Bankalar?n?n Performanslar? Çok Kriterli Karar Verme Yontemleri ?le Analiz, Ankara. pp: 63-64, [In Turkish].
Ozer, A., M. Ozturk and A. Ve Kaya, 2010. Isletmelerde Etkinlik Ve Performans Olçmede VZA, Kümeleme Ve TOPSIS Analizlerinin Kullan?m?: ?MKB Isletmeleri Uzerine Bir Uygulama, Atatürk Universitesi Sosyal Bilimler Enstitüsü Dergisi, 14(1): 233-260.
Secme, N.Y., A. Bayrakdaroglu and C. Kahraman, 2009. Fuzzy performance evaluation in Turkish banking sector using analytic hierarchy process and TOPSIS. Expert Systems With Applications, 36(9): 11699–11709.
Sue-Fen, H. and C. Ching-Hsue, 2012. GMADM-based attributes selection method in developing prediction model. Quality And Quantitiy. DOI 10.1007/S11135-012-9722-3.
Taghavifard, M., M. Rostami and S.M.M. Mousavi, 2011. A hierarchical fuzzy TOPSIS model for evaluating technology transfer of medical equipment. International Journal Of Academic Research, 3(3): 511-519.
Taklif, A., R. Shokouhian, A.S. Arasteh and V.M. Dalfard, 2011. Quantifying risk analysis using database in industrial investment projects by TOPSIS method. Indian Journal Of Science And Technology, 4(7): 779-784.
Wang, T.C., J.F. Chang, T.N. Anh and W.T. Chang, 2010. Applying topsis method to evaluate the business operation performance. Journal of Social Sciences, 4(5): 156-172.
Yoon, K., 1987. A reconciliation among discrete compromise solutions. Journal of Operational Research Society, 38(3): 272-286.
Yurdakul, M. and Y.T. Ve ?c, 2003. Türk otomotiv firmalar?n?n performans Olcumu Ve Analizine Yönelik TOPSIS Yöntemini Kullanan Bir Örnek Çal??ma, Gazi Üniversitesi Mühendislik Ve Mimarl?k Fakültesi Dergisi, Cilt, 18(1): 1-18.
Zeleny, M., 1982. Multiple criteria decision making. New York: Mcgraw-Hill.