scholarly journals Analysis of Sharia Banking Efficiency in Industry Revolution 4.0 Era

2020 ◽  
Vol 4 (4) ◽  
pp. 536
Author(s):  
Reny Fitriana Kaban ◽  
Novita Setyawati
Keyword(s):  
Financial Services ◽  
High Efficiency ◽  
Annual Report ◽  
Labor Cost ◽  
Third Party ◽  
Data Envelopment ◽  
Banking Efficiency ◽  
Operating Income ◽  
Use Of Technology ◽  
Input Variables

This research aimed to analyze the efficiency of Sharia Banking in Indonesia for the period of 2013-201, the era of industry revolution 4.0. The research method used Data Envelopment Analysis while the data was taken from the annual report of Sharia Banking Statistic issued by Indonesia Financial Services Authority for the intended years. The input variables were the third-party fund, labor cost, and other cost while the output variables were total financings and operating income. Both with CRS and VRS model input approach, Sharia Banking in Indonesia generally already had high-efficiency value either based on years or banks. The banks who had not been in high-efficiency criteria were highly recommended learning from the benchmark banks. The result showed in general the use of technology and the internet by Sharia Banking was already appropriate, which caused their operations running efficiently.

scholarly journals Faktor Penentu Tingkat Efisiensi Kinerja Perbankan

2020 ◽  
Vol 20 (2) ◽  
Author(s):  
Sofiana Istinfarani ◽  
Fika Azmi
Keyword(s):  
Stock Exchange ◽  
Sampling Technique ◽  
Capital Adequacy ◽  
Third Party ◽  
Banking Efficiency ◽  
Operating Income ◽  
Parametric Data ◽  
Capital Adequacy Ratio ◽  
Dea Method ◽  
Input Variables

This study aims to examine the determinants of the level of efficiency of banking performance as measured by the non-parametric Data Envelopment Analysis (DEA) method. The determinants of the level of efficiency in banking performance include bank size, Capital Adequacy Ratio, Loan to Deposit Ratio, Non Performing Loans and capitalization. The data in this study were obtained from the Indonesia Stock Exchange (BEI) from 2013 to 2017. The sampling technique used was purposive sampling. The sample used was 160 data from conventional commercial banks in Indonesia. Input variables for calculations using the DEA method are Third Party Funds and Total Assets. While the output variables used are credit distribution and operating income. The results showed that bank size and capitalization did not affect the level of banking efficiency. Meanwhile, Capital Adequacy Ratio and Non-Performing Loans negatifly affect the level of banking efficiency, while the Loan to Deposit Ratio has a positive effect on the level of banking efficiency.

scholarly journals A COMPARATIVE STUDY OF BANKING EFFICIENCY IN ASEAN-5: THE DATA ENVELOPMENT ANALYSIS (DEA) APPROACH

2018 ◽  
Vol 33 (2) ◽  
pp. 168
Author(s):  
Setyo Tri Wahyudi ◽  
Azizah Azizah
Keyword(s):  
Data Envelopment Analysis ◽  
High Efficiency ◽  
Efficiency Score ◽  
The Philippines ◽  
Data Envelopment ◽  
Banking Efficiency ◽  
Output Efficiency ◽  
Input Variables ◽  
Using Data ◽  
Second Period

As an intermediary institution, a bank is required to operate efficiently due to the increased competition among banks, both domestic and international. However, not all banks are able to optimize their owned resources to reach a certain efficiency level. Thus, efficiency plays an important role in this era of more globalized banking competiti on. The objective of this study is to calculate the banking efficiency score for the ASEAN-5 countries, consisting of Indonesia, Malaysia, the Philippines, Singapore, and Thailand. Using Data Envelopment Analysis (DEA), the input variables comprised of employees’ benefits, fixed assets, and deposits; while the output variables were total income and loans. The results show the relatively high efficiency levels of every bank in each country. The achievement of an input-output efficiency variable in the first period (2006-2009) tended to increase, but the second period (2010-2013) showed a declining trend. The performance of the banks in Singapore during the first period was very good, while in the second period, the banks in the Philippines showed a respectable performance.

scholarly journals ANALISIS EFISIENSI BANK PEMBIAYAAN RAKYAT SYARIAH (BPRS) WILAYAH JAWA TENGAH & DIY DENGAN METODE DATA ENVELOPMENT ANALYSIS (DEA) PERIODE 2016 – 2018

2020 ◽  
Author(s):  
Rosida dwi Ayuningtyas
Keyword(s):  
Data Envelopment Analysis ◽  
Quantitative Methods ◽  
Secondary Data ◽  
Third Party ◽  
Data Envelopment ◽  
Financial Reports ◽  
Operating Income ◽  
Frontier Analysis ◽  
Central Java ◽  
Input Variables

This study aims to analyze the efficiency level of BPRS in the Central Java and DIY regions during the 2016-2018 period using the Data Envelopment Analysis (DEA) method. This study uses input variables consisting of third party funds, operating expenses and fixed assets, and uses output variables consisting of financing and operating income. This research uses quantitative methods and the data used is secondary data obtained from the financial reports of BPRS for the Central Java and DIY regions.. Based on calculations using the Banxia Frontier Analysis software, of the 33 BPRS that were sampled there were only 6 BPRS which always achieved 100% efficiency levels during 2016-2018, consisting of 2 BPRS in the Central Java region and 4 BPRS in the DIY area, namely PT. BPRS Sukowati Sragen and PT. BPRS Harta Insan Karimah Bahari for the Central Java region, PT. BPRS Madina Mandiri Sejahtera, PT. BPRS Mitra Amal Mulia, PT. BPRS Danagung Syariah and PT. BPRS Mitra Harmoni Yogyakarta for the DIY area. The rest has not yet reached efficiency. This inefficient is caused by a lack of productive financing distribution.

scholarly journals ANALISIS EFISIENSI BANK UMUM SYARIAH DEVISA DI INDONESIA DENGAN METODE DATA ENVELOPMENT ANALYSIS STUDI PADA BANK MUAMALAT INDONESIA DAN BANK SYARIAH MANDIRI

2013 ◽  
Vol 4 (1) ◽  
pp. 1
Author(s):  
Helmi Haris ◽  
Nuning Sri Hastuti
Keyword(s):  
Data Envelopment Analysis ◽  
Commercial Bank ◽  
Data Envelopment ◽  
Islamic Banks ◽  
Financial Ratio ◽  
Operating Income ◽  
Personnel Costs ◽  
Input And Output ◽  
Dea Method ◽  
Input Variables

Performance is one of the indicators of efficiency in a firm including Islamic banks. Performance measurament commonly done by Islamic banks using financial ratio. However performance measurament by using financial ratio can’t show the condition of Islamic banks truthfully. Data Envelopment Analysis (DEA) method can overcome restrictiveness of performance measurament which able to handle many input and output. DEA method is a linier programming which aim to maximize input and output. This study aims to aware and analyze financial performance of Islamic commercial bank with DEA method in period 2008-2011. The sample of two Islamic commercial bank: Bank Muamalat Indonesia and Bank Syariah Mandiri. This study uses input variables consist of deposits, assets, and personnel costs as well as using a variable output which comprises the amount of financing and operating income. These results indicate that Islamic commercial bank foreign exchange continue to have 100 percentefficiency is a Bank Muamalat Indonesia over a period of observation, while Bank Syariah Mandiri has 100 percent efficiency in Maret 2008, September 2008, Desember 2008, Juni 2009, September 2009, Desember 2009, September 2010, Desember 2010, Maret 2011, Juni 2011, September 2011 dan Desember 2011

scholarly journals PENGARUH PERUBAHAN STANDAR AKUNTANSI KEUANGAN (SAK) TERHADAP EFISIENSI BANK PERKREDITAN RAKYAT (BPR) DENGAN PENDEKATAN DATA ENVELOPMENT ANALYSIS (DEA)

2013 ◽  
Vol 2 (1) ◽  
Author(s):  
Suprihadi Suprihadi
Keyword(s):  
Data Envelopment Analysis ◽  
Bootstrap Method ◽  
Accounting Standards ◽  
Financial Statements ◽  
Financial Accounting ◽  
Third Party ◽  
Data Envelopment ◽  
Net Income ◽  
Fixed Assets ◽  
Input Variables

<p><em>The study was conducted to examine the effect of changes in Financial Accounting Standards (SAK) business Rural Bank (BPR), with the enactment of the Financial Accounting Standards Un Accountability Public-entity-(SAK-ETAP) and the Rural Bank Accounting Guidelines (PA-BPR), to BPR efficiency. SAK changes may result in changes to the financial performance of business efficiencies, especially BPR. Efficiency is one of the performance parameters which theoretically can be used as a basis for determining the performance of the bank.</em><em> </em><em>Non-parametric approach to Data-Envelopment Analysis (DEA), used as a tool for evaluating the efficiency of BPR, with input variables (cash, placements with other banks, fixed assets, other assets, third party financing, interest income, interest expense, expense fees and expenses operational) and the output variable (that is given credit, loans received, and net income). Analysis of the influence of changes in accounting standards on the efficiency of BPR, performed using Analysis of Variance analysis tools-(ANOVA) and regression bootstrap method. The results showed that, for BPR in East Java which has total assets of Rp. 10 (ten) million, changes in accounting standards had no effect on the efficiency of BPR. The condition is caused by, changes in financial accounting standards, fundamentally, is the reclassification and changes in the presentation of accounts in the financial statements BPR.</em></p> <p><br /> <strong>Key words</strong>: Financial Accounting Standards, Efficiency, BPR, DEA</p>

scholarly journals COMPARISON OF EFFICIENCY AND MODELLING OF ISLAMIC BANKS AND CONVENTIONAL BANKS IN INDONESIA

2016 ◽  
Vol 4 (2) ◽  
pp. 102 ◽  
Author(s):  
Ar Royyan Ramly
Keyword(s):  
Third Party ◽  
P Value ◽  
Islamic Banking ◽  
Data Envelopment ◽  
Islamic Banks ◽  
Input And Output ◽  
Significant Difference ◽  
Input Variables ◽  
Efficiency Comparison ◽  
Conventional Banks

This study aims to analyze the efficiency comparison between Islamic banks and conventional banks in Indonesia in 2012-2014. The data in this study were chosen through purposive sampling from 20 Islamic banks and conventional banks in Indonesia. The method used in this study is non-parametric approach with data envelopment analysis (DEA) whereas input and output variables are treated in intermediary function. The input variables are total asset, total saving (third party fund), and price of labor while the output variables are total financing (loans) and total operational expenses. To measure the efficiency level of Islamic banks and conventional banks the independent sample t test is used.The result of the study shows that there is no significant difference of efficiency between Islamic banking and conventional banking in 2014 because of the significant value (2-tailed) only at 0.537 where P-value is higher than α=0.05 Ha is refused. There is no difference of efficiency between Islamic banks and conventional banks in efficiency scale (ES). The empirical factors that affect Islamic banks and Conventional banks efficiency are ROA, CAR, and FDR variables. On the other hand, NPF results insignificantly and affects negatively towards Islamic banks efficiency. Lastly, ROA, NPL, LDR, and CAR had significantly affected Conventional banks efficiency in Indonesia from 2012 to 2014.

scholarly journals Analisis Tingkat Efisiensi BPRS di Jawa Barat dengan Metode Data Envelopment Analysis (DEA)

2021 ◽  
Vol 1 (2) ◽  
pp. 424-434
Author(s):  
Iqlima Yulian Pebrianti
Keyword(s):  
Data Envelopment Analysis ◽  
Islamic Banking ◽  
Data Envelopment ◽  
Labor Costs ◽  
West Java ◽  
Operating Income ◽  
Average Efficiency ◽  
Fixed Assets ◽  
Input Variables ◽  
Quantitative Descriptive

Global Islamic banking has developed rapidly. However, various challenges are still faced by Islamic banking, one of them is efficiency. This study aims to reveal the level efficiency of BPRS and to show the most inefficient variables. This research is quantitative descriptive. The sample is BPRS in West Java. The input variables used in this study: total savings, labor costs, total fixed assets, and capital. The Output is: total financing and other operating income with DEA, VRS model and intermediation approach for the method. The results of this study indicate that BPRS in West Java are still experiencing a fluctuating trend of efficiency and have an average efficiency of 94.52%. This shows that the BPRS in West Java are not yet efficient, but the BPRS in West Java are approaching the point of efficiency and are good enough in carrying out their role as intermediary institutions.

scholarly journals EFISIENSI PEMBIAYAAN BANK PEMBIAYAAN RAKYAT SYARIAH (BPRS) DI JAWA TIMUR PERIODE 2014-2017. ANALISIS DENGAN METODE DEA (CRS,VRS, dan Skala)

2020 ◽  
Vol 3 (01) ◽  
pp. 15
Author(s):  
Aziza Hanifa Khairunnisa ◽  
Nisful Laila
Keyword(s):  
Data Envelopment Analysis ◽  
Economic Efficiency ◽  
Profit Sharing ◽  
Third Party ◽  
Scale Efficiency ◽  
Data Envelopment ◽  
Output Variable ◽  
Input And Output ◽  
Dea Efficiency ◽  
Input Variables

<p><em>This research aimed to find out the efficiency level of financing of Islamic Rural Bak in East Java. Input variables used were the rights of third party on profit sharing and PPAP cost, while output variable used was main operational income. Method used to measure efficiency level was Data Envelopment Analysis (DEA) with the assumption of Variable Return to Scale and the input and output orientations. The measurement of efficiency value with VRS assumption resulted three efficiency values, which are Technical Efficiency (VRS), Economic Efficiency (CRS), and Scale Efficiency. Then, these three values were analyzed further to get to know the source of inefficiency of financing in inefficient Islamic Rural Bank.</em><em> </em></p><strong><em>Keywords</em></strong><em>: BPRS, Data Envelopment Analysis (DEA)Efficiency, Financing</em>

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 Measuring the Efficiency of Football Clubs Using Data Envelopment Analysis: Empirical Evidence From Spanish Professional Football

SAGE Open ◽  
2021 ◽  
Vol 11 (1) ◽  
pp. 215824402198925
Author(s):  
Isidoro Guzmán-Raja ◽  
Manuela Guzmán-Raja
Keyword(s):  
Data Envelopment Analysis ◽  
High Efficiency ◽  
Sport Performance ◽  
Data Envelopment ◽  
Professional Football ◽  
Efficiency Measure ◽  
Factors Affecting ◽  
Football Clubs ◽  
Main Factors ◽  
Using Data

Professional football clubs have a special characteristic not shared by other types of companies: their sport performance (on the field) is important, in addition to their financial performance (off the field). The aim of this paper is to calculate an efficiency measure using a model that combines performance (sport and economic) based on data envelopment analysis (DEA). The main factors affecting teams’ efficiency levels are investigated using cluster analysis. For a sample of Spanish football clubs, the findings indicate that clubs achieved a relatively high efficiency level for the period studied, and that the oldest teams with the most assets had the highest efficiency scores. These results could help club managers to improve the performance of their teams.

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