scholarly journals Evolution of the Efficiency of Nationwide Commercial Banks in China Based on an SBM-Undesirable Model and DEA Window Analysis

2020 ◽  
Vol 2020 ◽  
pp. 1-12
Author(s):  
Lei Guo ◽  
Sanggyun Na ◽  
Xianhua Tan ◽  
Pengfei Gui ◽  
Congchong Liu
Keyword(s):  
Technical Efficiency ◽  
Commercial Banks ◽  
Negative Impact ◽  
Positive Impact ◽  
Threshold Model ◽  
Influential Factors ◽  
Financial Industry ◽  
Bank Efficiency ◽  
Window Analysis ◽  
Income Ratio

In recent years, Chinese economic development has slowed down and competition in the financial industry has become increasingly fierce. The purpose of this paper is to study the efficiency characteristics of China’s banking industry in the new environment and provide suggestions for banks to improve efficiency. This paper uses a data envelopment analysis (DEA) SBM-undesirable model and window analysis to measure the technical efficiency of 13 nationwide commercial banks in China during the period from 2008 to 2017. Furthermore, the convergence characteristics of bank technical efficiency are examined. The empirical results show that state-owned banks were more efficient than joint stock banks before 2012. After 2012, state-owned banks were less efficient than joint stock banks. Finally, this paper explores the influential factors of technical efficiency. Noninterest income ratio, net interest margin, growth rate of total investment in fixed assets, and consumer price index have a significant positive impact on bank efficiency. The cost-to-income ratio has a significant negative impact on bank efficiency. Further research using the threshold model shows that noninterest income ratio has a threshold effect on bank efficiency.

scholarly journals Research on the Influencing Factors of Commercial Banks’ Bad Loans under the New Normal of Economy

2021 ◽  
Vol 6 (1) ◽  
pp. 411
Author(s):  
Lanyu Zhang ◽  
Yilin Zang ◽  
Chenxuan Wu
Keyword(s):  
Commercial Banks ◽  
Negative Impact ◽  
Positive Impact ◽  
New Normal ◽  
Leverage Ratio ◽  
Three Phase ◽  
Income Ratio ◽  
Asset Quality ◽  
The Cost

China is currently in a complex period of “three-phase superposition”. Under the new normal of the economy Financial deleveraging has achieved certain results. However, the non-performing loan ratio of commercial banks has shown a continuous upward trend since 2015. The empirical results show that the degree of internalization of commercial banks, credit balances, and gross domestic product have a negative impact on the NPL ratio, and the cost-to-income ratio and leverage ratio have a positive impact on the NPL ratio. Therefore, commercial banks should vigorously develop digital technology, expand the scale of credit, use technological advantages to reduce costs, establish an appropriate level of leverage, and effectively reduce the non-performing loan ratio to improve the asset quality of commercial banks.

scholarly journals The Impact of Liberalization on Determinants of Bank Efficiency: Evidence from Malaysian Commercial Banks

2021 ◽  
Vol 39 (12) ◽  
Author(s):  
Yue Ma ◽  
Wei Ni Soh
Keyword(s):  
Credit Risk ◽  
Market Power ◽  
Commercial Banks ◽  
Negative Impact ◽  
Positive Impact ◽  
Efficiency Score ◽  
Vital Role ◽  
Bank Efficiency ◽  
Panel Regressions ◽  
The Impact

This paper aims to examine the impact of liberalization in 2009 on the determinants of bank efficiency in Malaysia by employing a two-stage approach within the context of the growing number of foreign commercial banks. Commercial banks can play a vital role in the internationalization and diversification of Malaysia's financial sector. In the initial stage, measuring the efficiency score of 19 commercial banks throughout 2008 to 2019 by using the Data Envelopment Analysis (DEA). Multivariate panel regressions were then used to determine the impact of liberalization on the determinants of bank efficiency in 2009. As a result, domestic commercial banks seem to be more competitive than their foreign counterparts. The findings signify that bank size, market power, capitalization, and liquidity all have a positive impact on technical efficiency. However, credit risk, bank diversification, and inflation all have a negative impact. The control of the effects of liberalization, bank size, capitalization, bank’s market power, and liquidity remain positive. However, bank diversification and inflation flip negative to positive, whereas credit risk becomes less explanatory. The findings will provide bank stakeholders, regulators, investors, and regulators with important insights into the impact of liberalization measures on bank efficiency and its determinants.

scholarly journals Banking Competition and Efficiency: The Case of Vietnamese Banking Industry

2020 ◽  
Vol 11 (2) ◽  
pp. 453
Author(s):  
Long Hau Le ◽  
Truong An Duong ◽  
Tan Nghiem Le
Keyword(s):  
Market Power ◽  
Commercial Banks ◽  
Banking Industry ◽  
Negative Impact ◽  
Positive Impact ◽  
Market Competition ◽  
Annual Reports ◽  
Bank Efficiency ◽  
Empirical Results ◽  
The Impact

This paper is to investigate the impact of competition on the efficiency of the banking industry in Vietnam. Data are collected from the audited annual financial statements and the annual reports of 30 commercial banks during the period of 2010 – 2017. Lerner index is used to measure the market power of bank, while Data Envelope Analysis is employed to estimate the technical efficiency of bank. The impact of competition on the operational efficiency of commercial banks is estimated by Panel Vector Autoregressive model (PVAR). The empirical results seem to indicate that there is a positive impact of competition on the bank efficiency, which is in line with the “quiet-life” hypothesis. However, the statistical test does not confirm this at the traditional levels. Interestingly, the empirical results demonstrate a negative impact of bank efficiency on the market power of bank, and hence market competition. While this result shares the causality dimension with the “efficient structure” hypothesis, it presents an opposite sign on the causality. All these findings could be explained by the real situations and typical characteristics of the economy of Vietnam. This study has important implications for both researchers and practioners.

Banking market structure and efficiency: an assessment of the USA and Canada

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Salah U-Din ◽  
David Tripe
Keyword(s):  
Market Structure ◽  
Market Power ◽  
Negative Impact ◽  
Positive Impact ◽  
Bank Efficiency ◽  
Content Type ◽  
Frontier Analysis ◽  
Banking Market ◽  
Cost Efficient ◽  
The Impact

PurposeThe study aims to analyze the changes in banking market structure and their impact on the bank efficiency.Design/methodology/approachThis study uses a one-stage stochastic frontier analysis (SFA) to compare the impact of the market structure and the GFC on the economic efficiency of the major banks in both countries.FindingsA significant negative impact of the GFC is observed on bank efficiency. Overall, Canadian banks posted better efficiency scores than their American counterparts. Additionally, cost-efficient banks are found to be more resilient to crises and more profit-efficient in the post-GFC period. The authors found that market power had a positive impact on the cost and profit efficiency of banks. Higher levels of equity, market power and concentration helped banks be more cost-efficient.Research limitations/implicationsOnly large banks are selected for study although it represents the majority stake of both banking sectors.Practical implicationsBanking regulators should include more measures to assess the banking market structure and performance.Originality/valueAs per the best knowledge of the authors, it is the first study to assess the change in banking market structure and efficiency of the US and Canadian banking sectors in the post-GFC period.

scholarly journals Assessing the Indonesian Banking Risk: A Comparative Study between Islamic and Conventional Banks

2019 ◽  
Vol 1 (01) ◽  
Author(s):  
Yona Friantina
Keyword(s):  
Negative Impact ◽  
Positive Impact ◽  
Group Analysis ◽  
Bank Risk ◽  
Equation Modeling ◽  
Islamic Banks ◽  
Financial Industry ◽  
Interest Income ◽  
Service Activities ◽  
Conventional Banks

Technological advances and deregulation have driven banks to capitalize their benefits into some diversification activities they choose in the financial industry. This paper investigates the relation between service activities and risk of Indonesian banking industry in the period of 2015-2017. This study employs Structural Equation Modeling (SEM) with path analysis and multiple group analysis of 12 Islamic banks and 38 conventional banks. This study reveals that the Islamic banks appear to have more variable service activities and more stable risk than the conventional banks. For Islamic banks, non-financing income has a negative significant impact on bank risk; while commission income and trading income have a positive significant impact. Further, other non-financing income has a positive impact on bank risk. In the conventional banks, non-interest income has a positive impact on bank risk; while commission income has a negative impact. In addition, trading income also has a negative impact, and other non-interest income has a positive impact. These results imply that the Islamic banks emphasize the importance of expanding new service activities to reduce the risk. In conventional banks, diversified activities contribute to higher income volatility and debt level. Thus, they need to reduce the high cost of depositors which include savings, demand deposits, time deposits, and also interest costs of long-term debt as the sources of fund.

scholarly journals Performance of Village Unit Co-Operatives in Yogyakarta Special Region: A Data Envelopment Analysis Approach

2017 ◽  
Vol 1 (2) ◽  
pp. 067
Author(s):  
Abi Pratiwa Siregar ◽  
Jamhari Jamhari ◽  
Lestari Rahayu Waluyati
Keyword(s):  
Data Envelopment Analysis ◽  
Technical Efficiency ◽  
Best Practice ◽  
Negative Impact ◽  
Positive Impact ◽  
Three Dimensions ◽  
Scale Efficiency ◽  
Data Envelopment ◽  
Rice Milling ◽  
Special Region

This study assessed the performance of 32 village unit co-operatives (KUD) in Yogyakarta Special Region during 2011 to 2012. The efficiency level of the KUD were evaluated by employing the data envelopment analysis and multiple regression analysis using panel data to determine the factors affecting efficiency level. Efficiency analysis was decomposed into three dimensions to explore possible sources of inefficiency. According to Marwa and Aziakpono (2016), the first dimension was technical efficiency, which explored the overall effectiveness of transforming the productive inputs into desired outputs compared to the data-driven frontier of best practice. The second dimension was pure technical efficiency, which captured managerial efficiency in the intermediation process. The third dimension was scale efficiency, which explored whether KUD were operating in an optimal scale of operation or not. The results found that the average scores are 64%, 92%, and 68% for technical, pure technical, and scale efficiency respectively in 2011, while in 2012 the average scores are 57%, 94%, and 60% for technical, pure technical, and scale efficiency. Factors having significantly positive impact on several measures of efficiency are incentive and dummy variables (agriculture inputs and hand tractor). Accounts receivable only has positive relationship to pure technical efficiency. On the other hand, rice milling unit and electricity services have negative impact with several measures of efficiency.

Financial Industry Under Entrepreneurial Ecosystem

2020 ◽  
pp. 132-147
Author(s):  
Xiaomin Du ◽  
Xiangxiang Lang
Keyword(s):  
Developing Countries ◽  
Interest Rates ◽  
Commercial Banks ◽  
Negative Impact ◽  
Bank Performance ◽  
Financial Industry ◽  
Banking Business ◽  
Internet Finance ◽  
The Government ◽  
New Policies

Due to the three functions of cost reduction, disintermediation, and information asymmetry, internet finance continues to impact the traditional banking business in the financial industry, posing a new competitive risk for commercial banks. In developing countries such as China, given the imperfect development of the financial market, the government needs to introduce a series of policies, but new policies will bring the risk of market uncertainty. Due to the double uncertainty of the market and the system in developing countries, commercial banks are caught between competitive and new policy risks. Therefore, exploring the impact of these two risks on the performance of commercial banks is very important to allow commercial banks to discern, resist, and respond to risks. This research uses the data of A-share listed banks for the past 10 years. Empirical research shows that internet finance and interest rate liberalization have a negative impact on bank performance. The liberalization of interest rates further increases the negative impact of internet finance on bank performance.

scholarly journals Determinants of Non-Performing Loan in Nepalese Commercial Banks

2017 ◽  
pp. 22-38 ◽  
Author(s):  
Seema Bhattarai
Keyword(s):  
Exchange Rate ◽  
Commercial Banks ◽  
Negative Impact ◽  
Positive Impact ◽  
Percent Level ◽  
Real Effective Exchange Rate ◽  
Macroeconomic Variables ◽  
Effective Exchange ◽  
Effective Exchange Rate ◽  
The Impact

The non-performing loans (NPL) of financial institutions are considered as a significant issue in the context of Nepal for last few decades. The paper aims to identify the impact of macroeconomic variables (GDP, Inflation, and Real Effective Exchange Rate) and bank specific variables (size, change in loan, real lending rate of interest, and share of loan to total assets) on the non-performing loan of the commercial banks in Nepal. The study was conducted mainly with secondary sources. The data were collected for 26 commercial banks covering the period of 2002-2012 with 227 observations. The study found that macroeconomic variables such as the real effective exchange rate have significantly negative impact on non-performing loan. The impact of GDP growth rate was found to be insignificant in this study. One year lagged inflation rate has significant positive impact on non-performing loan. The banks which charge relatively higher real interest rate have higher non-performing loan, which is consistent with the findings of previous studies. The ownership dummy has positive coefficient and significant at one percent level showing that if the bank is government owned the non-performing loan would be higher than that of the private owned banks. As well, more lending in the previous years and current year reduces the non-performing loan since the coefficient of change in loan in current and previous years have negative coefficient and significant at one percent level.Economic Journal of Development Issues Vol. 19 & 20 No. 1-2 (2015) Combined Issue, Page: 22-38

scholarly journals A Comparative Analysis of Operational Efficiency between Chinese and Indian Commercial Banks

2018 ◽  
Vol 2 (3) ◽  
pp. 41
Author(s):  
Nan ZHU ◽  
Huajie ZHANG
Keyword(s):  
Comparative Analysis ◽  
Technical Efficiency ◽  
Commercial Banks ◽  
Design Research ◽  
Malmquist Index ◽  
Operational Efficiency ◽  
Efficiency Score ◽  
Foreign Banks ◽  
Financial Industry ◽  
Index Method

Aim:The objective of this paper is to make comparative analysis on operational efficiency between Chinese and Indian commercial banks (CBs). Design / Research methods: Following the previous scholars’ study, two models with different sets of input and output variables have been used to show how efficiency scores vary with change in inputs and outputs. The efficiency scores are measured by using data envelopment analysis (DEA) approach. Conclusions / findings: The mean technical efficiency score of Chinese CBs is always relatively higher than the corresponding score of Indian CBs in 2012-2013, respectively. In terms of technical efficiency and pure technical efficiency, the performance of foreign banks in China is always relatively lower than that of foreign banks in India. Originality / value of the article: While many similar studies have evaluated the performance of banking industries in different countries, very few studies have evaluated the performance of banking sectors between Chinese and Indian economies. The paper would be of interest for OR scholars and practitioners in financial industry. Implications of the research (if applicable): The next step of this study could collect more samples and use Malmquist index method to conduct further study on efficiency, efficiency changing and productivity, in order to conduct further competitive power analysis on both of banking industries of China and India.

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.  

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