scholarly journals Islamic Banks vs. Conventional Banks in Bangladesh: A Comparative Study Based on its Efficiency in Operation

2020 ◽  
Vol 4 (1) ◽  
pp. 29-37 ◽  
Author(s):  
Faisal Ahmad
Keyword(s):  
Data Envelopment Analysis ◽  
Technical Progress ◽  
Cost Efficiency ◽  
Commercial Banks ◽  
Productivity Index ◽  
Data Envelopment ◽  
Islamic Banks ◽  
Factor Productivity ◽  
Conventional Banks ◽  
Better Than

The main purpose of this study is to make a comparison between Islamic banks (IBs) and Conventional banks (CBs) in Bangladesh based on its efficiency in operation. The Data Envelopment Analysis (DEA) is employed under CRS and VRS approach, which allows for the decomposition of efficiency into technical, allocated and cost efficiency. The study also measures changes in productivity over the time as a result of technical progress by employing the Malmquist Total Factor Productivity Index. The results explain that the technical efficiency of IBs is better than that of CBs, but allocated and cost efficiency (CE) of IBs are higher than CBs. In Bangladesh there are 62 commercial banks included 8 Islamic Banks that are regulated by Bangladesh Bank (BB).  

scholarly journals The Efficiency of Islamic Banks and Conventional Banks in Indonesia Using Data Envelopment Analysis Approach

2021 ◽  
Vol 58 (1) ◽  
pp. 375-381
Author(s):  
Retno Fitrianti, Sri Undai Nurbayani
Keyword(s):  
Data Envelopment Analysis ◽  
Commercial Bank ◽  
Commercial Banks ◽  
Banking Sector ◽  
Financial Institution ◽  
Data Envelopment ◽  
Islamic Banks ◽  
Sample Technique ◽  
Using Data ◽  
Conventional Banks

Banking sector mediation is related to efficiency in economic performance. As a financial institution, banks need to maintain their performance in order to operate optimally, one factor that must be considered is efficiency in performance. This research aimed to analyze the efficiency of Islamic Banks and Conventional Commercial Bank in Indonesia. Using a purposive sample technique for two Islamic banks and two commercial banks. Fixed assets, deposits, and other operating expenses as input variablesused, while credit as output variable.  Using Data Envelopment Analysis to calculate the efficiency of banking. The results show that all Sharia Commercial Bank samples reached efficiency level 1 was efficient. Besides, the sample of conventional commercial banks used in this study is not all efficient. This is due to one of the sample banks having an efficiency level below one, which is 0.644. It means that conventional bank groups are inefficient.

Are the best African banks really the best? A Malmquist data envelopment analysis

2016 ◽  
Vol 24 (4) ◽  
pp. 588-610 ◽  
Author(s):  
Tesfatsion Sahlu Desta
Keyword(s):  
South Africa ◽  
Data Envelopment Analysis ◽  
Total Factor Productivity ◽  
Commercial Banks ◽  
Productivity Index ◽  
Data Envelopment ◽  
Factor Productivity ◽  
Global Finance ◽  
Content Type ◽  
Efficiency And Productivity

Purpose This paper aims to examine whether the African commercial banks selected as the best African banks by Global Finance Magazine really are the best. Design/methodology/approach Panel data envelopment analysis (DEA) was used, as well as the Malmquist total factor productivity index, to distinguish productive banks from unproductive banks. Nineteen commercial banks were selected from the 30 best African banks as identified by the Global Finance Magazine. Findings Of the 19 banks, five were found to be unproductive. Bank productivity was attributed mainly to technological change, and different methods marked different results, for example, the regional winner bank (Standard Bank of South Africa) selected by Global Finance Magazine ranked ninth in this study, whereas the Bank Windhoek Limited, Namibia, ranked first. Practical implications The study confirms the applicability of DEA for the banking industry. The model shows variability among the banks’ efficiency and productivity and provides different results to the Global Finance Magazine’s best bank selection. For example, the Standard Bank of South Africa, which is selected as the regional winner, is now ranked ninth under the DEA Malmquist’s total factor productivity. Originality/value The study shows that the DEA model can be applied not only for analysing the firm’s efficiency but also for objective rating, ranking and selecting best banks.

scholarly journals Komparasi Efisiensi Teknis Bank Umum Konvensional (BUK) dan Bank Umum Syariah (BUS) di Indonesia Dengan Metode Data Envelopment Analysis (DEA)

2014 ◽  
Vol 6 (2) ◽  
pp. 179-194
Author(s):  
Abdul Wahab ◽  
Muhammad Nadratuzzaman Hosen ◽  
Syafaat Muhari
Keyword(s):  
Data Envelopment Analysis ◽  
Technical Efficiency ◽  
Third Party ◽  
Data Envelopment ◽  
Islamic Banks ◽  
Parametric Data ◽  
Fixed Assets ◽  
Input Variables ◽  
Conventional Banks ◽  
Better Than

The Comparation of Technical Efficiency Between Conventional Banks and Islamic Banks in Indonesia Using DEA MethodThis research is to compare the levels of technical efficiency between BUK and BUS by employing non-parametric Data Envelopment Analysis (DEA). This research assigns Third Party Funds, Labor Expenses and Fixed Assets which are input variable, meanwhile Total Credit and Other Incomes are determined as Output Variables. This research also examines the Profitability of BUK and BUS by Using Panel Regression Model with CAR, LDR, NPL and BOPO as independent variables, where ROA and ROE are dependent variables. The result showed that the average technical efficiency of the Conventional Banks is better than that of the Islamic Banks. That is because of the inefficient utilization of Input Variables, namely Third Party Funds, Labor Expenses and Fixed Assets in the Islamic Banks  DOI:10.15408/aiq.v6i2.1229

scholarly journals Cost efficiency of the Czech and Slovak banking sectors: an application of the data envelopment analysis

2016 ◽  
Author(s):  
Iveta Palecková
Keyword(s):  
Data Envelopment Analysis ◽  
Cost Efficiency ◽  
Commercial Banks ◽  
Banking Sector ◽  
Banking Industry ◽  
Returns To Scale ◽  
Data Envelopment ◽  
Cost Efficient ◽  
The Cost ◽  
Variable Returns To Scale

The aim of the paper is to estimate the cost efficiency of the Czech and Slovak commercial banks within the period 2010-2014. For empirical analysis the Data Envelopment Analysis input-oriented model with variable returns to scale is applied on the data of the commercial banks. The intermediation approach is adopted to define the inputs and outputs. The Czech commercial banks are more cost efficient than Slovak commercial banks. The development of average cost efficiency is similar in the Czech and Slovak banking industry. The most efficient Czech banks are Ceská sporitelna and Sberbank in the Czech banking sector, the most efficient Slovak bank is Privatbanka with 100% efficiency.

scholarly journals Bad Debt and Cost Efficiency in Vietnamese Commercial Banks

2015 ◽  
Vol 22 (1) ◽  
pp. 125-140
Author(s):  
Vinh Nguyen Thi Hong
Keyword(s):  
Data Envelopment Analysis ◽  
Cost Efficiency ◽  
Commercial Banks ◽  
Direct Relationship ◽  
Data Envelopment ◽  
Dea Method ◽  
Two Stages ◽  
The Cost ◽  
The Relationship ◽  
Bad Debt

The paper aims at exploring the relationship between bad debt and cost efficiency in Vietnamese commercial banks in the years 2007 – 2013. The research includes two stages: (i) Measuring the cost efficiency of banks by non-parameter Data Envelopment Analysis (DEA) method suggested by Coelli (2005); and (ii) Applying the Tobit model to identify two-way effects of bad debt and bank cost efficiency. The results show that the cost efficiency in Vietnamese commercial banks is 52.6% and there exists a direct relationship between bad debt and cost efficiency.

scholarly journals Productivity Comparation of Islamic and Conventional Banks in Indonesia

2020 ◽  
Vol 4 (1) ◽  
pp. 69
Author(s):  
Marhanum Che Mohd Salleh ◽  
Lina Nugraha Rani
Keyword(s):  
Technological Change ◽  
Total Factor Productivity ◽  
Banking Industry ◽  
Secondary Data ◽  
Financial Statements ◽  
Malmquist Productivity Index ◽  
Productivity Index ◽  
Islamic Banks ◽  
Factor Productivity ◽  
Conventional Banks

This study aimed to compare the productivity performance of Islamic and Conventional Banks in Indonesia with the Total Factor Productivity Index (TFPCH) indicator. The sample of this study was 14 banks consisting of 7 Islamic Banks and 7 Conventional Banks from 2011-2018. Secondary data were obtained from the annual financial statements of each sample. To measure the total factor productivity index (TFPCH), the Malmquist Productivity Index (MPI) was used as a measure of productivity. It found that the productivity of Conventional Banks was slightly superior compared to Islamic Banks, with contributions from Technical / Technological Change (TECHCH) being the most influential component in the TFPCH composition. Further, there was an indication of a technical increase in both types of banks during the period. The results of this study implied banking industry players to increase their efficiency particularly the usage of technology in providing efficient services to users.

scholarly journals Effects of Macroeconomics Factors toward Efficiency in Banking

JEJAK ◽  
2018 ◽  
Vol 11 (2) ◽  
pp. 390-400 ◽  
Author(s):  
Faaza Fakhrunnas ◽  
Faiza Husnayeni Nahar ◽  
Hilman Fikri Albana
Keyword(s):  
Data Envelopment Analysis ◽  
Interest Rate ◽  
Growth And Development ◽  
Financial Statement ◽  
Islamic Banking ◽  
Data Envelopment ◽  
Islamic Banks ◽  
Bank Efficiency ◽  
Macroeconomic Factors ◽  
Conventional Banks

The main objective of this study is to analyze the effect of macroeconomic factors toward efficiency in Islamic and Conventional Banking. Banking as one of components in financial system that highly contributes to the growth and development of the economy in a country, especially after establishment of the first Islamic bank in Indonesia at the year of 1992. Afterwards, Islamic banking began to develop and start to compete with conventional banking. Hence, in order to survive and do fair competitiveness, Islamic and Conventional banking have to maintain its efficiency. This study uses the methodology of Data Envelopment Analysis (DEA). This study also analyze the macroeconomics factors namely inflation, interest rate of Bank indonesia and the growth of Gross Domestic Product (GDP) which affects the bank efficiency. Our data is obtained from annual financial statement published by each islamic and conventional bank and Bank Indonesia starting from 2007 to 2016. This study shows that conventional banks have higher efficiency than Islamic banks, while crisis in 2008 had no significant effect on the efficiency of Islamic and conventional banking. However, a decrease in the level of efficiency that occurs in conventional banking indicates that conventional banking is more sensitive to the crisis.

Financial efficiency of commercial banks listed in Egyptian stock exchange using data envelopment analysis

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Mahmoud Abdelrahman Kamel ◽  
Mohamed El-Sayed Mousa ◽  
Randa Mohamed Hamdy
Keyword(s):  
Data Envelopment Analysis ◽  
Commercial Banks ◽  
Stock Exchange ◽  
Malmquist Productivity Index ◽  
Productivity Index ◽  
Data Envelopment ◽  
Tobit Regression ◽  
Financial Efficiency ◽  
Content Type ◽  
Egyptian Stock Exchange

PurposeThis study used data envelopment analysis (DEA) models to measure financial efficiency of twelve commercial banks listed in the Egyptian stock exchange (CBLSE), along with evaluating changes to the financial efficiency during the period 2017–2019.Design/methodology/approachThe study used BCC-I, cross-efficiency, super-efficiency models, and Malmquist productivity index (MPI) to assess financial efficiency of the examined banks. The available data from both inputs and outputs were analyzed using R. studio V.I.3. 1056 software.FindingsOut of twelve banks examined, only four banks were efficient under BCC-I model over different years of the study period; however, only one bank (CIB) appeared to be the most efficient compared to other peers in the study sample. Moreover, MPI results revealed decreased financial efficiency during the study period, due to the decreased technological innovation, except for HDB. Tobit regression results confirmed that total assets and total equity are significant factors impacted financial efficiency of CBLSE.Practical implicationsThis study sheds light on the importance of evaluating financial efficiency of CBLSE to all stakeholders, to pinpoint weaknesses in banks' performance, and for evaluating financial policies and investment decisions.Originality/valueSeveral studies sought to implement different models of DEA to assess banking performance in different regions of the world, but very few studies examined financial efficiency of banks. To the best of authors’ knowledge, this study is one of those few that addressed financial efficiency of banks in Egypt.

Conventional versus Islamic bank efficiency: A dynamic network data-envelopment-analysis approach

2020 ◽  
pp. 1-13
Author(s):  
Md Abul Kalam Azad ◽  
Muzalwana Binti Abdul Talib ◽  
Kwek Kian Teng ◽  
Paolo Saona
Keyword(s):  
Data Envelopment Analysis ◽  
Dynamic Network ◽  
Policy Implications ◽  
Network Data ◽  
Data Envelopment ◽  
Islamic Banks ◽  
Network Dea ◽  
Dea Model ◽  
Network Data Envelopment Analysis ◽  
Conventional Banks

This study compares the efficiency of conventional and Islamic banks in Malaysia by engaging in a dynamic three-step (production, intermediation, and profitability) network data envelopment analysis (DEA). The inputs and outputs for the DEA model are selected based on the CAMELS rating. The major contributions of this study are threefold. First, this study investigates the efficiency of Malaysian banks using a novel dynamic network DEA model. Second, the Malaysian banking industry is found to be efficient in creating earning assets rather than in creating loans or profit. The results reveal that only a few banks in Malaysia have been efficient in converting deposits and equities into profit. Third, Islamic banks, in general, have been performing efficiently in the production and profitability approaches. Conventional banks, in contrast, are found to have been efficient in the intermediation approach. Policy implications are derived from the main conclusions.

scholarly journals Financial Efficiency Evaluation of Indian Scheduled Commercial Banks

2019 ◽  
Vol 8 (1) ◽  
pp. 51-64
Author(s):  
Aparna Bhatia ◽  
Megha Mahendru
Keyword(s):  
Data Envelopment Analysis ◽  
Cost Efficiency ◽  
Commercial Banks ◽  
Data Envelopment ◽  
Efficiency Evaluation ◽  
Financial Efficiency ◽  
Profit Efficiency ◽  
Nonparametric Approach ◽  
Cost Inefficiency ◽  
High Level

The main objective of the article is to analyze and evaluate cost, revenue and profit efficiency scores of Indian scheduled commercial banks (SCBs) in India during 1991–1992 till 2012–2013 by the application of data envelopment analysis (DEA)—a nonparametric approach. The results show that Indian SCBs have profit, revenue and cost efficiency of less than 1 during both the reformatory as well as post-reformatory era depicting that banks are not able to maximize their revenues and minimize their costs simultaneously in order to enhance their net effect. During reformatory and post-reformatory era, SCBs are more efficient in generating revenues and profits rather than in using their resources efficiently reflecting a high level of cost inefficiency. Overall, the results depict that Indian SCBs exhibit higher efficiency scores in reformatory era than in post-reformatory era.

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