Prediction of Return on Equity Using Capital Adequacy Ratio in Commercial Banks: An ANOVA Table Analysis

2014 ◽  
Vol 4 (2) ◽  
Author(s):  
Meenakshi Chaturvedi
Keyword(s):  
Risk Management ◽  
Credit Risk ◽  
News Media ◽  
Commercial Banks ◽  
Banking Sector ◽  
Secondary Data ◽  
Capital Adequacy ◽  
Credit Risk Management ◽  
Return On Equity ◽  
The Impact

The purpose of this study is to predict the impact of Credit Risk Management on Profitability of Commercial Banks in India. Data is obtained from different news media, publication and sample banks to describe present scenario of banking sector in India. To analyze the profitability and credit risk management of banks after implementing the Basel II standard, we collected secondary data of ten years (2003 to 2013) from the annual report of banks. Few bar-diagrams have been drawn to compare the performance among six banks. While, to fulfill the research objective, ROE, and CAR is calculated to evaluate the Credit Risk of the Banks. Using these two ratios, researcher constructed the regression model statistics.

scholarly journals The Impact of Credit Risk Management on the Commercial Banks Performance in Nigeria

2014 ◽  
Vol 3 (5) ◽  
pp. 295-306
Author(s):  
Idowu Abiola ◽  
Awoyemi Samuel Olausi
Keyword(s):  
Risk Management ◽  
Credit Risk ◽  
Commercial Banks ◽  
Commercial Banking ◽  
Capital Adequacy ◽  
Credit Risk Management ◽  
Financial Reports ◽  
Return On Equity ◽  
Management Indicators ◽  
The Impact

Credit risk management in banks has become more important not only because of the financial crisis that the industry is experiencing currently, but also a crucial concept which determine banks’ survival, growth and profitability. The aim of this study is to investigate the impact of credit risk management on the performance of commercial banks in Nigeria. Financial reports of seven commercial banking firms were used to analyze for seven years (2005 – 2011). The panel regression model was employed for the estimation of the model. In the model, Return on Equity (ROE) and Return on Asset (ROA) were used as the performance indicators while Non-Performing Loans (NPL) and Capital Adequacy Ratio (CAR) as credit risk management indicators. The findings revealed that credit risk management has a significant impact on the profitability of commercial banks’ in Nigeria.

scholarly journals The Threats of Unsystematic Risks in Jordanian Commercial Banking Sector

2017 ◽  
Vol 9 (9) ◽  
pp. 175
Author(s):  
Ghaith N. Al-Eitan ◽  
Ismail Y. Yamin
Keyword(s):  
Credit Risk ◽  
Commercial Banks ◽  
Banking Sector ◽  
Fixed Effect Model ◽  
Commercial Banking ◽  
Capital Adequacy ◽  
Credit Risk Management ◽  
Effect Model ◽  
The Impact ◽  
The Empirical Analysis

The objective of this study is to empirically examine the effect of unsystematic risks on the performance of commercial banks in Jordan, using panel data for the period of 10 years (2005-2015). The study uses earning per share and dividends as dependent variables to represent Banks’ performance. The empirical analysis based on the fixed effect model selected on the basis of Hausman test. The results indicate that the impact of Non-performing loans on commercial banks’ dividends is positive and significant while the impact of capital adequacy is negative and statistically significant on dividends. The results indicate that the credit risk, liquidity risk, non-performing loan and capital adequacy have significant effect on earnings per share and the effects are negative as expected. Based on the study it is recommended that the Jordanian commercial banks needs enhance the process of credit risk management to determine loan defaulter and impose the appropriate legal action against them.

scholarly journals Does Credit Risk Management affect the Financial Performance of Commercial Banks in Kosovo?

2018 ◽  
Vol 7 (2) ◽  
pp. 49-57
Author(s):  
Rrustem Asllanaj
Keyword(s):  
Risk Management ◽  
Credit Risk ◽  
Financial Performance ◽  
Multiple Regression ◽  
Commercial Banks ◽  
Multiple Regression Model ◽  
Capital Adequacy ◽  
Regression Equations ◽  
Credit Risk Management ◽  
The Impact

This study analyses the impact of credit risk management on financial performance of commercial banks in Kosovo, and comparing the relationship between the determinants of credit risk management and financial performance by using CAMEL indicators. Panel data of 85 observations from 2008 to 2012 of ten commercial banks was analysed using multiple regression model. Findings through multiple regression analysis are presented in forms of tables and regression equations. The study also elaborates whether capital adequacy, asset quality, management efficiency, earnings and liquidity have strong or weak relationship with financial performance of commercial banks. The study concludes that CAMEL model can be used as a system of assessment and rating of credit risk management by commercial banks in Kosovo.

scholarly journals The Impact of Credit Risk Management Indicators on Profitability Attributes: Evidence from the State-Owned Commercial Banks in Bangladesh

2021 ◽  
Vol 8 (3) ◽  
pp. 215-224
Author(s):  
Mst. Hasna Banu ◽  
Md. Sayaduzzaman ◽  
Subhash Chandra Sil
Keyword(s):  
Risk Management ◽  
Credit Risk ◽  
Commercial Banks ◽  
Banking Sector ◽  
Management Practice ◽  
Management Policy ◽  
Annual Reports ◽  
Credit Risk Management ◽  
Management Indicators ◽  
The Impact

The focal attempt of this research is to identify the consequence of credit risk management indicators on profitableness attributes of state-owned commercial banks functioning in Bangladesh. To attain the objectives of this research study researcher has analyzed four sample banks’ audited annual reports covering the period 2012 to 2016. The study has employed the ANOVA technique, multiple regression model, and correlation matrix to reach the concluding remark as per study objectives. The findings revealed that there is significant and insignificant variation as well as relationship in the different indicators of credit risk management but there is insignificant variation in the different attributes of profitability in the midst of the sample banks within the study period. Furthermore, there is the insignificant impact of the different indicators of credit risk management namely loan and advance, classified loan, unclassified loan, leverage ratio, bad debt, default ratio, cost per loan asset, and cost to income ratio on profitability attributes such as return on assets, return on equity along with net profit percentage of the sample banks over the study period. Hence, the study has recommended that the management of the banking sector should emphasize creating a smart credit management policy as well as lending guidelines to formulate the suitable credit risk management practice to meet the demand of loans applicants properly.

scholarly journals Impact of Credit Risk Management Systems on the Financial Performance of Commercial Banks in Uganda

2018 ◽  
Vol 66 (6) ◽  
pp. 1627-1635
Author(s):  
Isah Serwadda
Keyword(s):  
Risk Management ◽  
Credit Risk ◽  
Financial Performance ◽  
Commercial Banks ◽  
Risk Measures ◽  
Secondary Data ◽  
Credit Risk Management ◽  
Loan Loss ◽  
Loan Loss Provisions ◽  
The Impact

The paper is set to analyse the impact of credit risk management on the financial performance of commercial banks in Uganda for a period of 2006–2015 using panel data for a sample of 20 commercial banks. The study employs return on assets as a dependent variable and non‑performing loans, growth in interest earnings and loan loss provisions to total loans as credit risk measures. Secondary data is sourced from the Bank scope database, African development bank and the central bank of Uganda. The study employs descriptive statistics, regressions and correlation analysis. Regression models are to estimate the magnitude of significance of credit risk management on the performance of commercial banks in Uganda. The study revealed that credit risk management impacts on the performance of Ugandan commercial banks. The results portrayed that banks’ performance was inversely influenced by non‑performing loans which may expose them to large magnitudes of illiquidity and financial crisis. Thus given such results, the researcher recommends that banks need to enhance their credit risk management techniques not only to earn more profits but also to maintain a qualitative asset portfolio and attention be given to non‑performing loans, loan loss provision to total loans and growth in interest earnings that were found to be significant. Banks need to design appropriate credit policies that must handle all necessary conditions before advancing credit to their customers and also develop strong credit administration committees and teams that must conduct appropriate and sound loan appraisal evaluations and which must also monitor the loans throughout the required processes right from extending a loan to a customer up to the completion of loan repayments so as to mitigate credit risks.

scholarly journals Credit risk management and profitability: empirical evidence on Ethiopian commercial banks

2020 ◽  
Vol 8 (4) ◽  
pp. 377-386
Author(s):  
Shibiru Tade Kidane
Keyword(s):  
Risk Management ◽  
Gross Domestic Product ◽  
Credit Risk ◽  
Commercial Banks ◽  
Negative Impact ◽  
Capital Adequacy ◽  
Domestic Product ◽  
Credit Risk Management ◽  
Macroeconomic Factors ◽  
The Impact

The aim of the study was to assess the impact of credit risk management on the profitability commercial banks in Ethiopia. Secondary data was gathered from National Bank of Ethiopia for ten year periods (2010-2019). The study adopted Correlation analysis and fixed effect Model. Return on Asset was used to measure profitability of commercial banks, bank specific factors(Capital adequacy, Loan and Advances to total deposit, Non- Performing Loans, Bank size and Liquidity and macroeconomic factors (Inflation and Gross Domestic Product) as indicators of credit risk management. The findings showed that Credit Risk Management in terms of bank specific and macroeconomic factors has significant impact on profitability of commercial banks in Ethiopia. Also the result displayed that profitability of commercial banks is not affected by the amount of non- performing loans during the study. The study recommended that banks’ credit risk management should not give due devotion only to the internal factors  but also to external factors exclusively (Gross Domestic Product and Inflation) in order to minimize their negative impact on profitability of commercial banks in Ethiopia

scholarly journals The Impact of Credit Risk on Bank Profitability in Nigeria

2020 ◽  
Vol 1/2020 (13) ◽  
pp. 5-22
Author(s):  
Onyeiwu Charles ◽  
◽  
Gideon Ajayi ◽  
Obumneke Muoneke B. ◽  
Keyword(s):  
Risk Management ◽  
Regression Analysis ◽  
Credit Risk ◽  
Commercial Banks ◽  
Capital Requirements ◽  
Capital Adequacy ◽  
Strong Impact ◽  
Credit Risk Management ◽  
Risk Parameters ◽  
The Impact

This study examines the impact credit risk management has on the profitability of commercial banks in Nigeria. The main objective of this material is to show how credit risk parameters are related to the expected performance of commercial banks in Nigeria. Using the regression analysis, relationship was drawn between credit risk parameters (which include capital adequacy ratio and non-performing loan ratio) and the profitability ratio (return on average asset, in particular) of five big Nigerian banks. Mixed research methodology was adopted in that primary data were sourced via questionnaires and secondary data were used via annual report of selected banks. Regression analysis was used to analyse the data. The conclusion drawn from the data analysis shows that there is a strong relationship between credit risk parameters and returns of the bank implying that credit risk management has a strong impact on the profitability of commercial banks in Nigeria. The study recommends that banks’ capital should be matched with their total risk exposure and if there is an imbalance, new capital requirements are necessary. Insider-related interests in loan applications should be closely monitored by the regulators to ensure continuous performance of the loan facility. Also, there should be an extant profiling of loan defaulters whether individuals or corporate entities.

scholarly journals Pengaruh Credit Risk Management Pada Financial Performance Bank Konvensional Yang Terdaftar di BEI

2021 ◽  
Vol 26 (3) ◽  
pp. 447
Author(s):  
Ervina, Vivi N. Fatimah, H.S.Lestari
Keyword(s):  
Risk Management ◽  
Credit Risk ◽  
Financial Performance ◽  
Secondary Data ◽  
Sampling Technique ◽  
Capital Adequacy ◽  
Credit Risk Management ◽  
Capital Adequacy Ratio ◽  
Conventional Banks ◽  
The Impact

The purpose of this study is to analyze the impact of credit risk management on the financial performance of Indonesian conventional banks in 2016-2020. The sample in this study was 32 conventional banks from 160 observations using purposive sampling technique and secondary data. The dependent variable in this paper is measured by profitability using the return on assets proxy while credit risk management as an independent variable. From the research results, LDR and NPLR have no effect on financial performance. CAR has a positive influence on financial performance so that bank managers are expected to be able to maintain their capital adequacy ratio in accordance with the provisions set by Bank Indonesia to maintain their financial performance because a high capital adequacy ratio is considered safe and tends to meet its financial obligations, while CIR and LDR negative effect on financial performance. By increasing the ratio of costs to income indicates a low level of efficiency in banking operational costs, and low liquid assets will increase cash reserves to reduce liquidity risk. Investors can invest their funds in banks that have a high capital adequacy ratio, cost of income ratio and liquidity ratio to avoid financial risk.

scholarly journals Credit Management and Issues of Bad Debts: An Empirical Study of Listed Deposit Banks in Nigeria

2020 ◽  
pp. 32-49
Author(s):  
Peter E. Ayunku ◽  
Akwarandu Uzochukwu
Keyword(s):  
Risk Management ◽  
Credit Risk ◽  
Commercial Banks ◽  
Random Effect ◽  
Credit Risk Management ◽  
Loan Loss ◽  
Data Set ◽  
Credit Management ◽  
Loan Loss Provision ◽  
The Impact

This study examines the impact of credit management on firm performance amidst bad debts, among Nigerian deposit banks. Five hypotheses were formulated following the dependent variables of Return on Asset and Tobin Q. The independent variables employed for this study include: Loan Loss Provision, Loan to Deposit Ratio, Equity to Asset Ratio, and Loan Write off. This study is based on ex-post facto research design and employed a panel data set collected from fourteen (14) commercial banks over six years ranging from 2014 to 2019 financial year. We analyzed the data set using descriptive statistics, correlation and Ordinary Least Square Regression Technique. The random effect models established that non-performing loan, loan loss provision and equity to asset impact significantly on banks’ performance in both Return on Asset and Tobin-Q models. This suggests that the sampled banks need to establish efficient arrangements to deal with credit risk management. In all, credit risk management indicators considered in this research are important variables in explaining the profitability of Nigerian commercial banks. However, based on the outcome from the empirical analysis, the study carefully recommends that investors and shareholders in these banks should be aware of the possible use of provisions for losses on non-performing loans by managers for smoothening of profits. The shareholders specifically should be ready to meet optimal agency costs to reduce the manager's information asymmetry by hiring competent internal and external auditors.

scholarly journals Effects of Basel III Framework on Capital Adequacy of Commercial Banks in Kenya

2016 ◽  
Vol 1 (1) ◽  
pp. 61
Author(s):  
Kevin Kombo ◽  
Dr. Amos Njuguna
Keyword(s):  
Risk Management ◽  
Credit Risk ◽  
Commercial Banks ◽  
Financial Stability ◽  
Safety Net ◽  
Capital Requirements ◽  
Capital Adequacy ◽  
Basel Iii ◽  
Credit Risk Management ◽  
Management Staff

Purpose:The purpose of the study was toassess the effects of Basel III framework on capital adequacy requirement in commercial banks in Kenya. The study sought to address the following research questions: why are capital adequacy regulations important in commercial banks in Kenya? What challenges are commercial banks facing in the implementation of capital adequacy requirement? What measures have commercial banks taken to ensure compliance with the capital adequacy requirement?Methodology:A descriptive survey design was applied to a population of 43 commercial banks operating in Kenya. The target population composed of the 159 management staff currently employed at the head offices of the various commercial banks in Kenya. The population was composed of Senior, Middle and Junior or Entry level Management staff. A sample of 30% was selected from within each group.Primary data was gathered using questionnaires which were dropped off at the bank’s head offices and picked up later when the respondents had filled the questionnaires. Descriptive analysis was used to analyze quantitative data while content analysis was used to analyze qualitative data.Results:The findings show that capital adequacy requirement is important in commercial banks because it leads financial stability in the Kenyan economy, improves credit risk management techniques as poor credit risk management requires more capital and leads to reduced vulnerability to liquidity shocks due to the sound capitalization policies being implemented under the Basel III framework. Findings also revealed that capital adequacy affected the balance sheet structure of the commercial banks in Kenya.Unique contribution to theory, practice and policy: The study recommends that banks should continue the pursuit of various strategies to ensure that they are in compliance with Basel III requirements and the Central Bank of Kenya’s Prudential Guidelines. The staff of this committee should be drawn from mainly the finance, legal, compliance and treasury departments. Compliance with the capital requirements will lead to a safety net for all commercial banks as the additional capital will act as a cushion that absorbs losses in case of distress in the commercial banking sector.

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