Rating model of credit risk of commercial bank based on differential weighting and optimum partition

Author(s):  
Zhan-jiang Li ◽  
Guo-tai Chi
2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Tekeste Birhanu ◽  
Sewunet Bosho Deressa ◽  
Hossein Azadi ◽  
Ants-Hannes Viira ◽  
Steven Van Passel ◽  
...  

PurposeThis paper aimed to investigate the determinants of loans and advances from commercial banks in the case of Ethiopian private commercial banks.Design/methodology/approachThe study randomly selected seven commercial banks to represent the population stratified on their asset, deposit and paid-up capital amounts. The study utilized an unbalanced panel data model as each bank started operation at a different period of time and considered the period 1995–2016 for secondary details.FindingsThe findings showed that the deposit size, credit risk, portfolio investment, average lending rate, real gross domestic product (GDP) and inflation rate had significant and optimistic effects on the lending and advancement of private commercial banks. On the contrary, liquidity ratio had significant and negative effects on private commercial bank loans and advances. Finally, the study forwarded a feasible recommendation for concerned organs to focus on deposit size, credit risk, portfolio investment, average lending rate, real GDP, inflation rate and liquidity ratio. The results of this study will help banking industry policymakers and planners understand how to minimize inflation and unemployment by improving development and sustainable economic growth.Originality/valueThe findings of this study can also affect the general attitudes of a society by increasing knowledge and improve the quality of life for the general public.


2016 ◽  
Vol 12 (1) ◽  
pp. 76
Author(s):  
Muhammad Mirajudin ◽  
Prasetiono Prasetiono

Problems related to banking in Indonesia today is the problem of liquidity. It is shownfrom a commercial bank credit grew 23.03% but not matched by growth in depositswhich only reached 16.56% in 2012 (Report of Banking Supervision, 2012). Therefore,this study aims to determine the liquidity creation in Indonesia as well as to analyze theinfluence of bank capital, credit risk and income instability towards liquidity creation.The samples includes 10 major banks in Indonesia with total assets of more thanRp120billion in 2013. The reason for choosing this sample because of the 10 largestbanks reflects the state of the banks in Indonesia which accounted for 65.2% of totalassets, 65.6% of total loans, and 66% of total deposits or deposits in the banking industry(PEFINDO, 2014). The results of this research note that the bank's capital and earningsvolatility is significant negative effect on liquidity creation. While the credit risk of anegative but insignificant effect on liquidity creation. In the determination coefficient testshowed that 43.6% dependent variable is the liquidity creation can be explained by theindependent variable is the capital of banks, credit risk and earnings volatility. While56.4% is explained by other variables outside the model of this study.Keywords: liquidity creation, capital of banks, credit risk, third-party funds, banks inIndonesia.


2017 ◽  
Vol 8 (3) ◽  
pp. 219-223 ◽  
Author(s):  
Umi Widyastuti ◽  
Purwana E.S. Dedi ◽  
Sri Zulaihati

Abstract Internal determinants of bank profitability can be defined as those factors that are influenced by the bank’s management decisions and policy objectives. This paper is aimed to examine the internal factors that impact on commercial banks profitability in Indonesia. The factors reviewed in the model namely capital adequacy, credit risk (non-performing loan), liquidity (loans to deposit ratio), net interest margin and operating efficiency (operating expenses to operating income ratio). Using purposive sampling method, the analysis used thirty three commercial banks, with 168 observations for the period 2010 to 2015. Based on the Chow-test, the common effect model was preferred. The model is estimated using Ordinary Least Squares method. The results revealed that two hypotheses were not be accepted. There are no significant effects of capital adequacy and credit risk on profitability, but the model explains that there are significant effects of all explanatory variables toward commercial bank profitability. However, other important internal determinants of bank profitability still have not included in the model of this paper.


2020 ◽  
Vol 8 (2) ◽  
pp. 34-51
Author(s):  
Joseph Acquah ◽  
Yusif Arthur ◽  
Damianus Kofi Owusu

This study analysed the relationship between credit risk and bank financial performance of selected commercial banks in Ghana for the period 2010 - 2014, using the banks respective financial statements. The study employed the quantitative research approach. The sample was Ghana Commercial Bank Limited, Zenith Bank Limited, UT Bank and Ecobank Plc. These four banks were selected using stratified random sampling technique. The data were primarily secondary and quantitative in nature. Both descriptive and inferential statistics were used to analyse the data. When the banks were compared, Ghana Commercial Bank Limited was found to be more liquid than Zenith Bank Limited. That of Zenith bank was also higher than UT bank and Ecobank Plc .However, profitability indicators showed that Zenith Bank Limited and Ecobank Plc utilised its assets better than Ghana Commercial Bank Limited and UT bank resulting in the two banks higher scores over the period. The findings show further that Ghana Commercial Bank Limited showed higher ratios for investment in the future while Zenith Bank Limited showed higher ratios of higher dividend immediately. However, Zenith Bank Limited capital adequacy level was far higher than the legal requirement of Banking sector while its counterparts fell slightly below it in terms of average. Based on the main findings and conclusions, it is recommended that Ghana Commercial Bank Limited should find a means of reducing its expenditure, introducing prudent assets management, should be cautious when assisting government in time of economic difficulty, and operate as an independent entity.


2016 ◽  
Vol 4 (9) ◽  
pp. 294-325
Author(s):  
JohnBosco Rwayitare ◽  
◽  
DrJaya Shukla ◽  
DrCharles Ruhara. ◽  
◽  
...  

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