Performance Evaluation of Deposit Banks with Financial Ratios: Combined Use of Objective and Subjective Criteria Weighting Methods (Combined Entropy-SWARA Based EDAS Method)

Yıl: 2022 Cilt: 6 Sayı: 2 Sayfa Aralığı: 2351 - 2377 Metin Dili: İngilizce DOI: 10.29023/alanyaakademik.1056754 İndeks Tarihi: 01-11-2022

Performance Evaluation of Deposit Banks with Financial Ratios: Combined Use of Objective and Subjective Criteria Weighting Methods (Combined Entropy-SWARA Based EDAS Method)

Öz:
The aim of the study is to examine the performance of deposit banks in Turkey in 2020 with Multi-Criteria Decision Making (MCDM) methods. 10 criteria are determined and 17 deposit banks are analyzed. While calculating the weights of the evaluation criteria, the results of objective Entropy and subjective SWARA methods are used. Then, the calculated weights are combined with the Bayesian approach; optimal weights are obtained and used as inputs in the EDAS method. The most important criteria are identified as Net Profit (Loss) for the Period/Paid in Capital, Loans Received/Total Assets and Non-Performing Loans/Total Loans. The least important criteria are Interest Income/Total Assets, Total Revenues/Total Expenses and Interest Income/Interest Expenses. EDAS method results show that the top three most successful banks in 2020 are Garanti Bankası, İş Bankası and Akbank, respectively. Despite that, three most unsuccessful banks are Alternatif Bank, Odea Bank and Şekerbank.
Anahtar Kelime: Bank Performance Financial Tables Financial Ratios Multi-Criteria Decision Making

Performance Evaluation of Deposit Banks with Financial Ratios: Combined Use of Objective and Subjective Criteria Weighting Methods (Combined Entropy-SWARA Based EDAS Method)

Öz:
The aim of the study is to examine the performance of deposit banks in Turkey in 2020 with Multi-Criteria Decision Making (MCDM) methods. 10 criteria are determined and 17 deposit banks are analyzed. While calculating the weights of the evaluation criteria, the results of objective Entropy and subjective SWARA methods are used. Then, the calculated weights are combined with the Bayesian approach; optimal weights are obtained and used as inputs in the EDAS method. The most important criteria are identified as Net Profit (Loss) for the Period/Paid in Capital, Loans Received/Total Assets and Non-Performing Loans/Total Loans. The least important criteria are Interest Income/Total Assets, Total Revenues/Total Expenses and Interest Income/Interest Expenses. EDAS method results show that the top three most successful banks in 2020 are Garanti Bankası, İş Bankası and Akbank, respectively. Despite that, three most unsuccessful banks are Alternatif Bank, Odea Bank and Şekerbank.
Anahtar Kelime:

Belge Türü: Makale Makale Türü: Araştırma Makalesi Erişim Türü: Erişime Açık
APA Çakalı K (2022). Performance Evaluation of Deposit Banks with Financial Ratios: Combined Use of Objective and Subjective Criteria Weighting Methods (Combined Entropy-SWARA Based EDAS Method). , 2351 - 2377. 10.29023/alanyaakademik.1056754
Chicago Çakalı Kaan Ramazan Performance Evaluation of Deposit Banks with Financial Ratios: Combined Use of Objective and Subjective Criteria Weighting Methods (Combined Entropy-SWARA Based EDAS Method). (2022): 2351 - 2377. 10.29023/alanyaakademik.1056754
MLA Çakalı Kaan Ramazan Performance Evaluation of Deposit Banks with Financial Ratios: Combined Use of Objective and Subjective Criteria Weighting Methods (Combined Entropy-SWARA Based EDAS Method). , 2022, ss.2351 - 2377. 10.29023/alanyaakademik.1056754
AMA Çakalı K Performance Evaluation of Deposit Banks with Financial Ratios: Combined Use of Objective and Subjective Criteria Weighting Methods (Combined Entropy-SWARA Based EDAS Method). . 2022; 2351 - 2377. 10.29023/alanyaakademik.1056754
Vancouver Çakalı K Performance Evaluation of Deposit Banks with Financial Ratios: Combined Use of Objective and Subjective Criteria Weighting Methods (Combined Entropy-SWARA Based EDAS Method). . 2022; 2351 - 2377. 10.29023/alanyaakademik.1056754
IEEE Çakalı K "Performance Evaluation of Deposit Banks with Financial Ratios: Combined Use of Objective and Subjective Criteria Weighting Methods (Combined Entropy-SWARA Based EDAS Method)." , ss.2351 - 2377, 2022. 10.29023/alanyaakademik.1056754
ISNAD Çakalı, Kaan Ramazan. "Performance Evaluation of Deposit Banks with Financial Ratios: Combined Use of Objective and Subjective Criteria Weighting Methods (Combined Entropy-SWARA Based EDAS Method)". (2022), 2351-2377. https://doi.org/10.29023/alanyaakademik.1056754
APA Çakalı K (2022). Performance Evaluation of Deposit Banks with Financial Ratios: Combined Use of Objective and Subjective Criteria Weighting Methods (Combined Entropy-SWARA Based EDAS Method). Alanya Akademik Bakış, 6(2), 2351 - 2377. 10.29023/alanyaakademik.1056754
Chicago Çakalı Kaan Ramazan Performance Evaluation of Deposit Banks with Financial Ratios: Combined Use of Objective and Subjective Criteria Weighting Methods (Combined Entropy-SWARA Based EDAS Method). Alanya Akademik Bakış 6, no.2 (2022): 2351 - 2377. 10.29023/alanyaakademik.1056754
MLA Çakalı Kaan Ramazan Performance Evaluation of Deposit Banks with Financial Ratios: Combined Use of Objective and Subjective Criteria Weighting Methods (Combined Entropy-SWARA Based EDAS Method). Alanya Akademik Bakış, vol.6, no.2, 2022, ss.2351 - 2377. 10.29023/alanyaakademik.1056754
AMA Çakalı K Performance Evaluation of Deposit Banks with Financial Ratios: Combined Use of Objective and Subjective Criteria Weighting Methods (Combined Entropy-SWARA Based EDAS Method). Alanya Akademik Bakış. 2022; 6(2): 2351 - 2377. 10.29023/alanyaakademik.1056754
Vancouver Çakalı K Performance Evaluation of Deposit Banks with Financial Ratios: Combined Use of Objective and Subjective Criteria Weighting Methods (Combined Entropy-SWARA Based EDAS Method). Alanya Akademik Bakış. 2022; 6(2): 2351 - 2377. 10.29023/alanyaakademik.1056754
IEEE Çakalı K "Performance Evaluation of Deposit Banks with Financial Ratios: Combined Use of Objective and Subjective Criteria Weighting Methods (Combined Entropy-SWARA Based EDAS Method)." Alanya Akademik Bakış, 6, ss.2351 - 2377, 2022. 10.29023/alanyaakademik.1056754
ISNAD Çakalı, Kaan Ramazan. "Performance Evaluation of Deposit Banks with Financial Ratios: Combined Use of Objective and Subjective Criteria Weighting Methods (Combined Entropy-SWARA Based EDAS Method)". Alanya Akademik Bakış 6/2 (2022), 2351-2377. https://doi.org/10.29023/alanyaakademik.1056754