scholarly journals The effect of credit risk management and bank-specific factors on the financial performance of the South Asian commercial banks

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Asima Siddique ◽  
Muhammad Asif Khan ◽  
Zeeshan Khan
Keyword(s):  
Risk Management ◽  
Credit Risk ◽  
Financial Performance ◽  
South Asian ◽  
Commercial Banks ◽  
Capital Adequacy ◽  
Credit Risk Management ◽  
Content Type ◽  
Specific Factors ◽  
Bank Specific Factors

PurposeAmong all of the world's continents, Asia is the most important continent and contributes 60% of world growth but facing the serving issue of high nonperforming loans (NPLs). Therefore, the current study aims to capture the effect of credit risk management and bank-specific factors on South Asian commercial banks' financial performance (FP). The credit risk measures used in this study were NPLs and capital adequacy ratio (CAR), while cost-efficiency ratio (CER), average lending rate (ALR) and liquidity ratio (LR) were used as bank-specific factors. On the other hand, return on equity (ROE) and return on the asset (ROA) were taken as a measure of FP.Design/methodology/approachSecondary data were collected from 19 commercial banks (10 commercial banks from Pakistan and 9 commercial banks from India) in the country for a period of 10 years from 2009 to 2018. The generalized method of moment (GMM) is used for the coefficient estimation to overcome the effects of some endogenous variables.FindingsThe results indicated that NPLs, CER and LR have significantly negatively related to FP (ROA and ROE), while CAR and ALR have significantly positively related to the FP of the Asian commercial banks.Practical implicationsThe current study result recommends that policymakers of Asian countries should create a strong financial environment by implementing that monetary policy that stimulates interest rates in this way that automatically helps to lower down the high ratio of NPLs (tied monitoring system). Liquidity position should be well maintained so that even in a high competition environment, the commercial is able to survive in that environment.Originality/valueThe present paper contributes to the prevailing literature that this is a comparison study between developed and developing countries of Asia that is a unique comparison because the study targets only one region and then on the basis of income, the results of this study are compared. Moreover, the contribution of the study is to include some accounting-based measures and market-based measures of the FP of commercial banks at a time.

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 Effect of Credit Risk Management on Financial Performance Of Nepalese Commercial Banks

2022 ◽  
Vol 10 (1) ◽  
pp. 19-30
Author(s):  
Dr. Guna Raj Chhetri
Keyword(s):  
Risk Management ◽  
Credit Risk ◽  
Financial Performance ◽  
Significant Relationship ◽  
Commercial Banks ◽  
Capital Adequacy ◽  
Credit Risk Management ◽  
Negative Effects ◽  
Management Quality ◽  
Capital Adequacy Ratio

The main purpose of this study is to investigate the effect of credit risk on the financial performance of commercial banks in Nepal. The panel data of seventeen commercial banks with 85 observations for the period of 2015 to 2020 have been analyzed. The regression model revealed that non – performing loan (NPLR) has negative and statistically significant impact on financial performance (ROA).Capital adequacy ratio (CAR) and bank size (BS) have negative and statistically no significant impact on financial performance (ROA). Credit to deposit (CDR) has positive but no significant relationship with the financial performance (ROA) and the study concluded that the management quality ratio (MQR) has positive and significant relationship with the financial performance (ROA) of the commercial banks in Nepal. The study recommends that, it is fundamental for Nepalese commercial banks to practice scientific credit risk management, improve their efficacy in credit analysis and loan management to secure as much as possible their assets, and minimize the high incidence of non-performing loans and their negative effects on financial performance.

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.

scholarly journals The commercial banks’ credit risk efficiency: Empirical evidence from Kosovo

2021 ◽  
Vol 8 (2) ◽  
pp. 240-254
Author(s):  
Arbana Sahiti ◽  
Arben Sahiti
Keyword(s):  
Risk Management ◽  
Credit Risk ◽  
Commercial Banks ◽  
Capital Adequacy ◽  
Data Envelopment Analysis Model ◽  
Negative Consequences ◽  
Analysis Model ◽  
Tobit Regression ◽  
Credit Risk Management ◽  
Positive Effects

Commercial banks' credit risk management is a function that focuses on events that may affect the achievement of objectives. Improper management will result in negative consequences or results. Therefore, banks usually pay more attention to events with a higher probability and impact of a direct loss of revenue and capital than events that may result in positive effects. This research adopts secondary data and seeks to analyze credit risk management of commercial banks in Kosovo through a developed DEA (Data Envelopment Analysis) model. The study covers seven commercial banks in Kosovo for the period 2008-2016 and uses Tobit regression to determine credit risk efficiency. The estimation results show a statistically significant positive relationship between bank efficiency, capital adequacy, and loans.  Moreover, the study found that banks' efficiency factors, including profitability, deposits, costs, banks size, GDP growth, and inflation, are not statistically significant.

scholarly journals Analysis of Credit Risk, Intellectual Capital and Financial Performance of Listed Deposit Money Banks in Nigeria

2021 ◽  
Vol 06 (12) ◽  
Author(s):  
Rislanudeen Muhammad ◽  
Keyword(s):  
Risk Management ◽  
Credit Risk ◽  
Financial Performance ◽  
Intellectual Capital ◽  
Capital Adequacy ◽  
National Bureau ◽  
Credit Risk Management ◽  
Loan Loss ◽  
Management Culture ◽  
Capital Adequacy Ratio

This paper examined the effects of credit risk, intellectual capital as well as credit risk moderated by intellectual capital on financial performance of fifteen listed deposit money banks in Nigeria (DMBs) from 2007 to 2016. Data were sourced from annual reports of banks and Nigerian National Bureau of Statistics and analysed using Generalised Method of Moments (GMM). The study finds that credit risk index by loan loss ratio negatively affects financial performance of the sampled banks; while capital employed efficiency, loan loss provision moderated by intellectual capital, capital adequacy ratio, income and diversification have positive relationship with banks’ financial performance. Thus, the study recommends that banks should strengthen their credit risk management culture to ensure prompt repayment of loans. The banks should operate within the required capital adequacy ratio to serve as buffer against loan loss provisions provided by the Central Bank of Nigeria. A strong credit risk management culture should be embedded within intellectual capital structure of banks, where all persons at all levels appreciate and understand the banks’ risk management policies as well as strategies and incorporate same into decision-making and business processes.

scholarly journals The impact of credit risk management on the financial performance of United Arab Emirates commercial banks

2021 ◽  
Vol 10 (3) ◽  
pp. 303-319
Author(s):  
Jamil Salem Al Zaidanin ◽  
Omar Jamil Al Zaidanin
Keyword(s):  
Risk Management ◽  
Financial Performance ◽  
United Arab Emirates ◽  
Commercial Banks ◽  
Positive Impact ◽  
Capital Adequacy ◽  
Credit Risk Management ◽  
Capital Adequacy Ratio ◽  
Income Ratio ◽  
The Impact

The main purpose of this study is to measure up to what extent the independent factors defined by capital adequacy ratio, non-performing loans ratio, cost-income ratio, liquidity ratio, and loans-to-deposits ratio impact the financial performance of sixteen commercial banks operating in the United Arab Emirates using panel data for the period of 2013-2019. The secondary data was collected from banks and examined by applying standard descriptive statistics and the random effect model for hypothesis testing. It is concluded from the regression outcomes that non-performing loans ratio and cost-income ratio have a significant negative impact on commercial banks profitability in the United Arab Emirates, while capital adequacy ratio, liquidity ratio, and loans -to-deposits ratio all have a very weak positive relationship on the return on assets but they are not determinants of bank’s profitability due to the insignificant statistical impact on it. It is therefore suggested that to enhance financial performance and minimize the risk of non-performing loans in the future, banks must watch very carefully the loans’ performance and analyze thoroughly the clients’ credit history and ability to pay back their debts prior to any approval of loan applications. Furthermore, banks should continuously improve their assets utilization, liquidity, and techniques of managing operating costs, improve the impact of capital adequacy, and the use of deposits for lending activities from a weak positive impact to a significant positive impact on their profitability. The researchers recommend that future studies on credit risk management influence on banks’ financial performance should consider more independent variables and longer periods of study such as twenty or thirty years to have more accuracy and generalized results.  

The relationship between credit risk management and non-performing assets of commercial banks in India

2019 ◽  
Vol 45 (3) ◽  
pp. 399-412 ◽  
Author(s):  
Sirus Sharifi ◽  
Arunima Haldar ◽  
S.V.D. Nageswara Rao
Keyword(s):  
Risk Management ◽  
Credit Risk ◽  
Commercial Banks ◽  
Management Practices ◽  
Primary Data ◽  
Credit Risk Management ◽  
Content Type ◽  
Indian Economy ◽  
Indian Banks ◽  
The Impact

Purpose The purpose of this paper is to examine the impact of credit risk components on the performance of credit risk management and the growth in non-performing assets (NPAs) of commercial banks in India. Design/methodology/approach The data are obtained from primary and secondary sources. The primary data are collected by administering questionnaire among risk managers of Indian banks. The secondary data on NPAs of Indian banks are from annual reports and Prowess database compiled by the Centre for Monitoring Indian Economy. Multiple linear regression is used to estimate the models for the study. Findings The results suggest that the identification of credit risk significantly affects the credit risk performance. The results are robust as credit risk identification is negatively related to annual growth in NPAs or loans. There is evidence in support of a priori expectation of better credit risk performance of private banks compared to that of government banks. Practical implications The study has implications for Indian banks suffering from a high level of losses due to bad loans. In addition, it will have implications for the implementation of new Basel Accord norms (Basel III) by the Reserve Bank of India. Social implications The high and rising level of NPAs will have adverse consequences for credit flow in the economy in the absence of appropriate intervention by government and central bank in the form of changes in institutional and regulatory infrastructure. The problems in banking and financial services sector will lead to lower industrial and aggregate economic growth, and lower (or negative) growth in employment. Originality/value There is little evidence on credit risk management practices of Indian banks, and its relationship with credit risk performance and NPA growth. The need for an effective risk management system to manage credit risk assumes importance and urgency in the context of high and rising NPAs of Indian banks, and the consequences for the Indian economy.

scholarly journals Impact of risk management strategies on the credit risk faced by commercial banks of Balochistan

2019 ◽  
Vol 5 (1) ◽  
Author(s):  
Zia Ur Rehman ◽  
Noor Muhammad ◽  
Bilal Sarwar ◽  
Muhammad Asif Raz
Keyword(s):  
Risk Management ◽  
Credit Risk ◽  
Commercial Banks ◽  
Quantitative Data ◽  
Management Strategies ◽  
Capital Adequacy ◽  
Regression Analyses ◽  
Credit Risk Management ◽  
Capital Adequacy Ratio ◽  
Risk Management Strategies

AbstractThis study aims to identify risk management strategies undertaken by the commercial banks of Balochistan, Pakistan, to mitigate or eliminate credit risk. The findings of the study are significant as commercial banks will understand the effectiveness of various risk management strategies and may apply them for minimizing credit risk. This explanatory study analyses the opinions of the employees of selected commercial banks about which strategies are useful for mitigating credit risk. Quantitative data was collected from 250 employees of commercial banks to perform multiple regression analyses, which were used for the analysis. The results identified four areas of impact on credit risk management (CRM): corporate governance exerts the greatest impact, followed by diversification, which plays a significant role, hedging and, finally, the bank’s Capital Adequacy Ratio. This study highlights these four risk management strategies, which are critical for commercial banks to resolve their credit risk.

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