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.

ANALISIS KINERJA KEUANGAN LEMBAGA AMIL ZAKAT DENGAN METODE DATA ENVELOPMENT ANALYSIS (DEA) (Studi pada Lembaga Amil Zakat Dompet Dhuafa Republika)

Paradigma ◽  
2021 ◽  
Vol 18 (1) ◽  
pp. 10-20
Author(s):  
Refia Alfina ◽  
Purnama Putra
Keyword(s):  
Data Envelopment Analysis ◽  
Field Research ◽  
Secondary Data ◽  
Data Envelopment ◽  
Financial Reports ◽  
Personnel Costs ◽  
Operational Costs ◽  
Library Research ◽  
Parametric Data ◽  
Input Variables

Zakat is one of the important sectors in Islamic philanthropy, currently the collection of zakat has developed quite rapidly. Along with the increasing performance of collecting zakat funds, the Zakat Management Organization (OPZ) is also growing rapidly. As an OPZ institution, it should be able to show good performance, one of which is the efficiency of financial performance. This study aims to measure the efficiency of the Dompet Dhuafa Republika Amil Zakat Institution (LAZ), to determine whether the LAZ under study has carried out its duties properly, and as an evaluation material to improve the performance of LAZ which is the object of research. The research method used is a descriptive method with a quantitative approach. Data collection techniques used in this study were library research and field research. The type of data used is secondary data in the form of financial reports of the Dompet Dhuafa Republika (DDR) amil zakat institution for the 2016-2017 period. The measurement of this research uses the non-parametric Data Envelopment Analysis (DEA) method with a production approach. The variables used in this study were divided into 2 types, namely input variables and output variables. Input variables include personnel costs, operational costs, and total assets. While the output variables include: collected funds, distributed funds, and total mustahik. The data were processed using the Banxia Frontier Analyst 4.3 computer program. Based on the research that has been done, the results of the 2016 LAZ DDR efficiency level were 100%, while in 2017 it was 98.13%. Inefficiency occurred in 2017 due to variables that did not reach the target, including: personnel costs, operational costs, total assets, funds raised and funds channeled. In general, it can be concluded that the performance of LAZ DDR in 2016 is better than 2017. The results of this study will be able to help LAZ DDR improve the level of efficiency in the next period in order to obtain good performance.

scholarly journals Analisis Efisiensi Kinerja Keuangan Lembaga Amil Zakat (LAZ) Rumah Zakat Indonesia dengan Metode Data Envelopment Analysis (DEA)

2021 ◽  
Vol 6 (1) ◽  
pp. 48
Author(s):  
Nur Khaerat Sidang ◽  
Nur Feriyanto
Keyword(s):  
Data Envelopment Analysis ◽  
Quantitative Methods ◽  
National Level ◽  
Secondary Data ◽  
Difficult Problem ◽  
Data Envelopment ◽  
Personnel Costs ◽  
Management Organization ◽  
Input Variables ◽  
The Government

Poverty in Indonesia is a very difficult problem to overcome. Therefore, one of the efforts to overcome poverty is the empowerment of the potential for zakat, infaq and alms (ZIS). However, the implementation of receipt and distribution of ZIS is still not optimal. This study aims to measure the level of efficiency of the financial performance of the Zakat Management Organization (OPZ), namely the National Zakat Management Organization (LAZ). The population in this study is the national level Indonesian Zakat House for the period 2010-2019. The factors that cause the Indonesian Zakat House to experience inefficiency as well as the policies that will be carried out by the government and the Indonesian Zakat House to improve performance or better governance. The analytical tool used non-parametric quantitative methods, namely Data Envelment Analysis (DEA) with a production approach using DEAP 2.1 software. The type of data used is secondary data in the form of financial statements of the Indonesian Zakat House for the period 2010-2019. There are two variables used in this study, namely the input variable and the output variable. The input variables in this study were operational costs, personnel costs and socialization costs, and total assets, while the output variables in this study were total ZIS funds received and ZIS funds disbursement. This study uses 2 assumptions, namely Constant Return to Scale (CRS) and Variable Return to Scale (VRS). Based on the results of research carried out with the Data Envelopment Analysis (DEA) method, it was found that the performance of Rumah Zakat Indonesia experienced efficiency in 2010, 2011, 2012, 2013, 2014, 2017, 2018 and 2019, namely 100% and Rumah Zakat Indonesia experienced inefficiency, namely in 2015 amounting to 98.1% and in 2016 amounting to 99.5%. Efficiency occurs because the actual value is not the same as the target value set by the DEA.

scholarly journals Efficiency Institution Baitul Maal Tamwill in The Westdistrict Bandung

2020 ◽  
Vol 1 (1) ◽  
pp. 18-24
Author(s):  
Annisa Nur Hakim ◽  
A Jajang W Mahri ◽  
Aas Nurasyiah
Keyword(s):  
Data Envelopment Analysis ◽  
Research Method ◽  
Secondary Data ◽  
Data Envelopment ◽  
Analysis Technique ◽  
Dea Analysis ◽  
Input Variables ◽  
Operational Activities ◽  
A Company ◽  
Descriptive Method

Abstract.     Baitul Maal Wat Tamwil has experienced development in recent years. However, based on BMT performance data in West Bandung regency is less optimal. It is known that there are one efficient BMTs in West Bandung Regency and three BMTs that are inefficient. The cause of BMT's less optimal performance is inefficiency in operational activities. This study aims to determine the level of efficiency of BMT in West Bandung 2011-2017 period and find out the causes of inefficiency. This study uses secondary data from four BMTs in West Bandung District which are sampled. The research method used is descriptive method with Data Envelopment Analysis (DEA) analysis technique which is to measure the level of efficiency of a company. Input variables used are operating expenses, total assets, and TPF. Furthermore, the output variables used are SHU, income, and financing. Based on the results of research conducted, the conditions of the BMT in West Bandung Regency have not been perfectly efficient. There are three BMTs that have experienced inefficiencies including BMT Dana Ukhuwah, BMT Mustama, and BMT Rabbani. Keywords.          Efficiency, Baitul Maal Wat Tamwil, Data Envelopment Analysis

scholarly journals Keterkaitan Efisiensi Kredit Usaha Rakyat (KUR) dengan Topografi Wilayah di Kabupaten Pati, Provinsi Jawa Tengah

2019 ◽  
Vol 3 (2) ◽  
pp. 117-130
Author(s):  
Farida Farida ◽  
Nur Wahyuni ◽  
Ida Zulfida
Keyword(s):  
Spatial Distribution ◽  
Data Envelopment Analysis ◽  
Economic Activity ◽  
Research Method ◽  
Secondary Data ◽  
Data Envelopment ◽  
Economic Activities ◽  
Central Java ◽  
Exogenous Factors ◽  
Descriptive Qualitative

Exogenous factors such as topography of the region are often overlooked in determining the pattern of economic activity. In fact, the geographical surface contributes to the spatial distribution of varied economic activities. The purpose of this study was to see the linkage between the efficiency of the disbursement of People’s Business Credit (KUR) program and the topography of the region in Pati Regency-Central Java. The research method is descriptive qualitative by overlaying the efficiency level of 35 KUR channeling banks with polygon maps of each subdistrict in Pati regency. Data on the efficiency level of unit banks are secondary data of each bank unit which has been calculated with Data Envelopment Analysis (DEA) application. Is it dicovered that unit banks are very inefficient at topographies bordered with arid limestone mountains or along rivers that often overflows. As a result, economic activity is not optimal and the disbursement of KUR is not efficient at the area. On the contrary, at topographies in the lowlands, the trade, agriculture, and fisheries sectors are advanced, population is large,  economic activities are fast, thus encourage efficient credit disbursement.

scholarly journals ANALISIS FAKTOR-FAKTOR YANG MEMPENGARUHI IMPOR BERAS DI INDONESIA PERIODE 2000:01 – 2009:04

Media Ekonomi ◽  
2017 ◽  
Vol 18 (2) ◽  
pp. 69
Author(s):  
Malyda Husna Salsyabilla
Keyword(s):  
Data Envelopment Analysis ◽  
Capital Market ◽  
Secondary Data ◽  
Data Envelopment ◽  
Analysis Method ◽  
Output Variable ◽  
Performance Levels ◽  
Public Firms ◽  
Debt Capital ◽  
Input Variables

<p>This study aims to determine the efficiency levels of cigarettes industry in Indonesia. The analysis tools used in this study is the DEA (Data Envelopment Analysis) method of analysis. Expecially for the “Go Public” firms those are PT BAT Indonesia, PT Bentoel, PT Gudang Garam, PT HM Sampoerna. The research, used secondary data, from the Indonesian Capital Market Directory year 2006 - 2008. Variables used in the study consist of four input variables and two output variables. Its input variables consist of labor, Debt, Capital, and Total Asset, whiles its output variable consist of Net Sales and Gross Profit. The research results show that there only two companies that consistent to maintained the level of efficiency of 100% during the study, namely PT BAT Indonesia and PT HM Sampoerna. Meanwhile, two other companies show their performance levels efficiency have not stabillized during the study, namely PT Bentoel and PT Gudang Garam.</p>

scholarly journals ANALISIS EFISIENSI INDUSTRI ROKOK DI INDONESIA DENGAN MENGGUNAKAN METODE DEA (DATA ENVELOPMENT ANALYSIS) TAHUN 2006 - 2008

Media Ekonomi ◽  
2017 ◽  
Vol 19 (2) ◽  
pp. 73 ◽  
Author(s):  
Ida Ayu Puspitasari
Keyword(s):  
Data Envelopment Analysis ◽  
Capital Market ◽  
Secondary Data ◽  
Total Asset ◽  
Data Envelopment ◽  
Analysis Method ◽  
Output Variable ◽  
Public Firms ◽  
Debt Capital ◽  
Input Variables

<p>This study aims to determine the efficiency levels of cigarettes industry inIndonesia. The analysis tools used in this study is the DEA (Data Envelopment Analysis)method of analysis. Expecially for the “Go Public” firms those are PT BAT Indonesia, PT Bentoel, PT Gudang Garam, PT HM Sampoerna. The research, used secondary data, from the Indonesian Capital Market Directory year 2006 - 2008. Variables used in the study consist of four input variables and two output variables. Its input variables consist of labor, Debt, Capital, and Total Asset, whiles its output variable consist of Net Sales and Gross Profit. The research results show that there only two companies that consistent to maintained the level of efficiency of 100% during the study, namely PT BAT Indonesia and PT HM Sampoerna. Meanwhile, two other companies show their performance levels efficiency have not stabillized during the study, namely PT Bentoel and PT Gudang Garam.<br />Keywords : Efficiency, DEA, Cigarette Company, Labor, Debt, Capital, Total Asset, Net Sales, Gross Profit.</p>

scholarly journals Mengukur Kinerja Pra Merger Tiga Bank Umum Syariah dan Pengaruhnya Terhadap Return on Asset

2021 ◽  
Vol 8 (1) ◽  
pp. 70-78
Author(s):  
Hanif Artafani Biasmara ◽  
Pande Made Rahayu Srijayanti
Keyword(s):  
Financial Performance ◽  
Commercial Banks ◽  
Secondary Data ◽  
Capital Adequacy ◽  
Third Party ◽  
Return On Assets ◽  
Financial Reports ◽  
Operating Income ◽  
Performance Variables ◽  
Capital Adequacy Ratio

Abstrak  - Pada tahun 2020, telah ditetapkan pelaksanaan merger antara tiga Bank Umum Syariah yang merupakan anak perusahaan dari Bank Badan Usaha Milik Negara (BUMN). Dimana ketiga bank tersebut adalah PT Bank Syariah Mandiri, PT Bank BRIsyariah, Tbk, dan PT Bank BNI Syariah. Penelitian ini dilakukan untuk mengukur kinerja keuangan ketiga bank tersebut sebelum dilakukannya merger dan pengaruhnya terhadap Return on Asset (ROA). Dalam penelitian ini, kinerja keuangan akan diukur dengan variabel Capital Adequacy Ratio (CAR), Financing to Deposit Ratio (FDR), Non Performing Financing (NPF), Biaya Operasional dan Pendapatan Operasional (BOPO), dan persentase pertumbuhan Dana Pihak Ketiga (DPK). Data yang digunakan dalam penelitian ini merupakan data sekunder yang diperoleh melalui laporan keuangan tahunan dari masing-masing bank dengan periode tahun 2015-2019. Dimana data diolah dan dianalisis dengan menggunakan Regresi Linear Data Panel melalui perangkat lunak Stata 16. Kinerja ketiga Bank Umum Syariah sebelum dimerger menunjukkan hasil yang baik. Selama lima tahun terakhir CAR dan NPF memiliki kinerja yang memuaskan. FDR dan BOPO berada sedikit melenceng dari batas minimum ataupun maksimum. Berikutnya, pertumbuhan DPK rata-rata sebesar 15, 89333%. Seluruh variabel kinerja bank tersebut setelah dilakukan pengolahan data, menunjukkan bahwa variabel CAR, FDR, NPF, BOPO, dan pertumbuhan DPK bersama-sama memiliki pengaruh signifikan terhadap ROA. Sedangkan secara parsial, CAR, NPF, dan pertumbuhan DPK tidak memiliki pengaruh signifikan terhadap ROA. Tetapi FDR dan BOPO memiliki pengaruh signifikan terhadap ROA. Dimana melalui penelitian ini diharapkan dapat menjadi pertimbangan bagi PT Bank Syariah Indonesia Tbk dalam upaya memperoleh kinerja yang baik dan pertumbuhan profitabilitas yang tinggiKata Kunci: CAR, FDR, NPF, BOPO, Pertumbuhan DPK, ROA, Bank Umum Syariah Abstract - In 2020, the implementation of a merger between three Islamic Commercial Banks which are subsidiaries of the State-Owned Enterprise (BUMN) Bank has been determined. Where the three banks are PT Bank Syariah Mandiri, PT Bank BRIsyariah, Tbk, and PT Bank BNI Syariah. This research was conducted to measure the financial performance of the three banks before the merger, and their effect on Return on Assets (ROA). In this study, financial performance will be measured by the variable Capital Adequacy Ratio (CAR), Financing to Deposit Ratio (FDR), Non-Performing Financing (NPF), Operational Costs and Operating Income (OEOI), and the percentage growth in Third Party Funds (TPF).The data used in this study is secondary data obtained through the annual financial reports of each bank for the period 2015-2019. Where the data is processed and analyzed using Linear Data Panel regression through Stata 16. The performance of the three Islamic Commercial Banks before the merger showed good results. Over the last five years, CAR and NPF have performed satisfactorily. FDR and BOPO have slightly deviated from the minimum or maximum limits. Next, the growth in deposits was an average of 15.89333%. All of these bank performance variables, after data processing, show that the variables CAR, FDR, NPF, OEOI, and TPF growth together have a significant effect on ROA. Meanwhile, partially, CAR, NPF, and TPF growth have not a significant effect on ROA. However, FDR and BOPO have a significant effect on ROA. Where through this research it is hoped that in the future it can be a consideration for PT Bank Syariah Indonesia, Tbk to obtain good performance and high profitability growth.Keywords: CAR, FDR, NPF, OEOI, TPF Growth, ROA, Islamic Commercial Banks

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 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 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>

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