scholarly journals Implementation of Data Envelopment analysis (DEA) in measuring the efficiency zakat fund management

2019 ◽  
Vol 1 (1) ◽  
pp. 50-57
Author(s):  
Tsalis Syaifuddin
Keyword(s):  
Data Envelopment Analysis ◽  
Data Envelopment ◽  
Fund Management ◽  
Improve Performance ◽  
Output Variable ◽  
Travel Costs ◽  
Parametric Data ◽  
Dea Method ◽  
Input Variables ◽  
Output Variance

This study aims to determine the efficiency level of management of zakat funds at the National Zakat Amil Agency (BAZNAS). The author uses the quantitative non-parametric Data Envelopment Analysis (DEA) method. Total assets, promotion, and documentation costs, and official travel costs as input variables. Whereas the output variance consists of receiving zakat funds and distributing zakat funds. The results showed that BAZNAS experienced efficiency in 2012-2014 and 2017 with a score of 100%. Inefficiencies occurred in 2015 at 79.16% and in 2016 amounted to 98.72%. In 2015-2016, all input variables experienced inefficiency, while the output variable was the only inefficient distribution of zakat funds. In overcoming, inefficiencies can be adjusted between the target and actual quantities specified in the DEA calculation. The author recommends that BAZNAS pay attention to the causes of inefficiency so that it can improve performance better.

scholarly journals Efisiensi Universitas Badan Layanan Umum dengan Metode Data Envelopment Analysis

2018 ◽  
Vol 3 (1) ◽  
pp. 35-42
Author(s):  
Rikki Okto Saputra
Keyword(s):  
Data Envelopment Analysis ◽  
Regression Method ◽  
Educational Services ◽  
Research Use ◽  
Data Envelopment ◽  
Output Variable ◽  
Dea Method ◽  
Input Variables ◽  
Method Analysis

This research purposed to simulate measurement of efficiency in BLU Universities with Data Envelopment Analysis (DEA) method. The object of this research are universities that already have BLU status on January 1st, 2013. This research use DEA method analysis to measure the efficiency of each university and regression method analysis as a support for method of analysis to determine which variable that give most influence to efficiency. The variables used in this research are total lecturers, total students, and amount of expenditure realization for input variables, also amount of income from educational services, and total alumnus for output variable. The result of this research showed that total of efficient universities almost the same as The total of ineffiecient universities. There are 11 efficient universities, whereas there are 10 inefficient universities. The most influenced variable to level of efficiency is variable input total student. Abstrak Penelitian ini bertujuan untuk mensimulasikan pengukuran efisiensi pada universitas BLU dengan metode Data Envelopment Analysis (DEA). Objek dari penelitian ini yaitu universitas yang telah berstatus sebagai BLU pada tanggal 1 Januari 2013. Metode analisis yang digunakan dalam penelitian ini yaitu metode DEA yang digunakan untuk mengukur tingkat efisiensi dari masing-masing universitas dan metode analisis regresi sebagai metode analisis penunjang untuk menentukan variabel mana yang paling berpengaruh terhadap efisiensi. Variable yang digunakan dalam penelitian yaitu jumlah dosen, jumlah mahasiswa, dan jumlah realisasi belanja untuk variabel input, serta jumlah pendapatan dari jasa pendidikan dan jumlah lulusan merupakan variabel output. Hasil penelitian menunjukkan jumlah universitas efisien dan inefisien hampir sama besar. Universitas efisien berjumlah 11 universitas, sedangkan universitas inefisien berjumlah 10 universitas. Variabel yang paling berpengaruh terhadap tingkat efisiensi yaitu variabel input jumlah mahasiswa.

scholarly journals The Efficiency of Non-Bank Financial Intermediaries: Empirical Evidence from Malaysia

2008 ◽  
Author(s):  
Fadzlan Sufian
Keyword(s):  
Risk Factors ◽  
Data Envelopment Analysis ◽  
Empirical Evidence ◽  
Financial Institutions ◽  
Economies Of Scale ◽  
Financial Intermediaries ◽  
Scale Efficiency ◽  
Data Envelopment ◽  
Parametric Data ◽  
Dea Method

This paper investigates the performance of Malaysian non-bank financial institutions during the period of 2000-2004. Several efficiency estimates of individual NBFIs are evaluated using the non-parametric Data Envelopment Analysis (DEA) method. The findings suggest that during the period of study, scale inefficiency outweighs pure technical inefficiency in the Malaysian NBFI sector. We find that the merchant banks have exhibited a higher, technical efficiency compared to their peers. The empirical findings suggest that scale efficiency tends to be more sensitive to the exclusion of risk factors, implying that potential economies of scale may be overestimated when risk factors are excluded.  

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 THE EFFICIENCY OF ZAKAT COLLECTION AND DISTRIBUTION: EVIDENCE FROM DATA ENVELOPMENT ANALYSIS

2019 ◽  
Vol 3 (1) ◽  
pp. 54
Author(s):  
Ninda Ardiani
Keyword(s):  
Data Envelopment Analysis ◽  
Financial Statements ◽  
Data Envelopment ◽  
Dea Method ◽  
Input Variables ◽  
Branch Office

The purpose of this study is to see the efficiency of the national zakat institutions  in the collection of funds and distribution. Dompet Dhuafa is one of the national zakat institutions  which has branch office spread  in Indonesia. The problem  is how efficient is the institution of zakat when collecting zakat funds and channeling it. This research uses Data Envelopment Analysis (DEA) method with two test that is test for zakat fund and test to non-zakat fund. Input variables consist of receipts obtained by zakat institutions, while the output variables consist of expenditures for 8 asnaf and other expenditures. Data taken from Dompet Dhuafa financial statements from 2011 to 2015. The results of this study addressed  in 2011, 2014 and 2015 Dompet Dhuafa in collecting and disbursing zakat funds and non-zakat funds have been efficient. Inefficiencies that occur in the year 2012 and 2013 due to not optimal channeling of funds from Dompet Dhuafa.

scholarly journals ANALISIS EFISIENSI BANK UMUM KONVENSIONAL DI INDONESIA MENGGUNAKAN METODE DATA EVELOPMENT ANALYSIS (DEA) PADA TAHUN 2014-2018

KEUNIS ◽  
2020 ◽  
Vol 8 (1) ◽  
pp. 69
Author(s):  
Naili Farchah ◽  
Ida Savitri Kusmargiani
Keyword(s):  
Data Envelopment Analysis ◽  
Commercial Bank ◽  
Secondary Data ◽  
Financial Statement ◽  
Data Envelopment ◽  
Private Bank ◽  
Output Variable ◽  
Input And Output ◽  
Dea Method ◽  
Research Period

<p><em>The purpose of the research is to analayze efficiency level of Commercial Bank in Indonesia (Bank Mandiri, Bank BNI, Bank BRI, Bank BTN, Bank BCA, Bank Danamon, Bank CIMB and Bank PAN) 2014-2018 period with Data Envelopment Analysis (DEA) method. Data used in this research is secondary data taken from Financial Statement Publication issued by Otoritas Jasa Keuangan (OJK) 2014-2018 period.Bank used in this reseach is eight bank which include in BUKU 4. Length of research period is five years from 2014 until 2018. This research uses input and output variable with Data Envelopment Analysis (DEA) method. </em></p><em>The result of research in 2014 all bank object efficient. In 2015 and 2016 inefficiency bank is BNI. In 2017 and 2018 inefficiency banks is Mandiri and BNI. Based on invention can be concluded that national foreign exchange private bank (BUSN) more efficiency than government bank in period research</em>

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

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 Data envelopment analysis for profitability and marketing in the 10 largest banks in Indonesia

2019 ◽  
Vol 9 (2) ◽  
pp. 195
Author(s):  
JMV Mulyadi
Keyword(s):  
Data Envelopment Analysis ◽  
Banking Industry ◽  
Bank Performance ◽  
Data Envelopment ◽  
Bank Profitability ◽  
Good Efficiency ◽  
Marketing Performance ◽  
Dea Method ◽  
Input Variables ◽  
Bank Marketing

The higher competition in banking industry has pushed the banks to increase efficiency both their profitability and marketing. This study aims to assess the efficiency of the 10 largest banks in Indonesia both in terms of profitability and marketing period 2017-2018 using the Data Envelopment Analysis (DEA) method. The results show that from 2017 to 2018, there were 7 banks that consistently obtained good profitability levels. The average bank profitability performance decreased from 2017 to 2018. From the marketing side, with the first input approach, during 2017-2018 there were only 6 banks that consistently obtained good levels of efficiency, while with the second input approach, there were only 5 banks that consistently achieved good efficiency. The average bank marketing performance declined from 2017 to 2018 using the first and second approaches. In general, bank performance in marketing is still below the bank performance in profitability. The implication is that in using DEA, it must be wise in selecting the input variables because they will produce different values.

scholarly journals EFFICIENCY OF ZAKAT MMANAGEMENT OORGANIZING (OPZ) IN INDONESIA

2020 ◽  
Vol 16 (1) ◽  
pp. 112-149
Author(s):  
Roikhan Mochamad Aziz
Keyword(s):  
Data Envelopment Analysis ◽  
Secondary Data ◽  
Sampling Technique ◽  
Financial Statements ◽  
Data Envelopment ◽  
Output Variable ◽  
Personnel Costs ◽  
Operational Costs ◽  
Input Variables ◽  
Using Data

National charity potential in Indonesia is very large, but not comparable to the fact that the number accumulation ZIS in Indonesia. Then, needs to be done to optimize the potential of zakat is one of them with efficiency. The purpose of this study was to determine the level of efficiency of Zakat Management Organization (OPZ). The sampling technique used in this research is purposive sampling by taking a sample of 2 organizations zakat is BAZNAS and PKPU. The data used in this research is secondary data obtained from financial statements published by BAZNAS and PKPU. Measurement of efficiency in this study using Data Envelopment Analysis (DEA).Input variables used in this study is the operational costs and personnel costs, while the output variable is the receipt and disbursement of zakat. Results from this study showed that only BAZNAS who always achieve efficiency levels of 100 percent during 2011-2013, while PKPU experiencing fluctuating conditions of efficiency. On average achievement BAZNAS efficiency from 2011 through 2013 is equal to 100 per cent, while the average achievement of efficiency PKPU fluctuated during the period 2011-2013 amounted to 52.13 percent.

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