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 Penggunaan Data Envelopment Analysis (DEA) dalam Pengukuran Efisiensi Bank Umum Syari'ah di Indonesia

2018 ◽  
Vol 5 (2) ◽  
pp. 293
Author(s):  
Anita Puspitasari ◽  
Didit Purnomo ◽  
Triyono Triyono
Keyword(s):  
Data Envelopment Analysis ◽  
Commercial Bank ◽  
Secondary Data ◽  
Efficiency Score ◽  
Financial Statement ◽  
Data Envelopment ◽  
Output Variable ◽  
Period Data ◽  
The Difference ◽  
Using Data

The purpose of the research is to analayze efficiency level of Sharia Commercial Bank in Indonesia (Bank Mega Syariah, Bank Muamalat Indonesia, Bank Panin Dubai Syariah, Bank BNI Syariah, Bank BRI Syariah, and Bank Syariah Mandiri) 2014-2015 period. Data used in this research is secondary data taken from Financial Statement Publication issued by Otoritas Jasa Keuangan (OJK). This research uses input-output variable with Data Envelopment Analysis (DEA) Method.The result shows the difference of efficiency score for each Sharia Commercial Bank. Based on the calculacy using Data Envelopment Analysis (DEA) Method on BUSN Foreign Exchange of Sharia Commercial Bank in Indonesia only Bank Panin Dubai Syariah that has been succeeded with 100 percent of continuously efficiency during the research. The highest efficiency is experienced by Bank BNI Syariah and BRI Syariah because during the research they experienced inefficiency. During the research Bank Mega Syariah experienced efficiency three times on quarter March 2014, March 2015, and June 2015. Bank Muamalat Indonesia only experienced efficiency twice on quarter March 2014 and March 2015, beside that Bank Muamalat Indonesia experienced inefficiency. Bank Syariah Mandiri experienced efficiency twice on quarter March 2015 and quarter December 2015.

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 Mengukur Tingkat Efisiensi Bank Pembiayaan Rakyat Syari’ah dengan Menggunakan Data Envelopment Analysis (DEA)

2017 ◽  
Vol 12 (2) ◽  
pp. 113-120
Author(s):  
Arif Ramadhan ◽  
Didit Purnomo ◽  
Muhammad Muhtarom ◽  
Chuzaimah Chuzaimah
Keyword(s):  
Data Envelopment Analysis ◽  
Secondary Data ◽  
Fourth Quarter ◽  
Data Envelopment ◽  
Input Output ◽  
Output Variable ◽  
Bank Financing ◽  
Dea Method ◽  
Using Data

The purpose of this study is to analyze the efficiency level of Shari'ah People's Financing Bank (BPRS) in Surakarta City. The data used in this study is secondary data taken from www.ojk.co.id published by each Sharia Bank Financing (BPRS). This research uses input-output variable with Data Evelopment Analysis (DEA) method. The result of the research shows that in Quarter I - Quarter IV there is only one Sharia Bank Financing (BPRS) that experienced inefficiency. Based on the calculation using Data Evelopment Analysis (DEA), in Quarter II - Quarter IV BPRS Central Syari'ah Utama experienced inefficiency, whereas in Quarter I - IV IV BPRS Dana Amanah, BPRS Dana Mulia, BPRS Harta Insan Karimah showed efficiency. The period 2016 Quarter I - fourth quarter IV of Syari'ah People Financing Bank (BPRS) that is BPRS Dana Amanah, BPRS Dana Mulia, BPRS Harta Insan Karimah already 1,000 or experienced efficiency continue to take care during that quarter

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 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 Kinerja Lembaga Amil Zakat Dalam Mengelola Dana Dengan Metode DEA (Studi Pada Yayasan Dana Sosial al-Falah Surabaya)

2019 ◽  
Vol 6 (2) ◽  
pp. 148
Author(s):  
Rusmini Rusmini ◽  
Tony Seno Aji
Keyword(s):  
Data Envelopment Analysis ◽  
Measurement Data ◽  
Secondary Data ◽  
Maximum Efficiency ◽  
Data Envelopment ◽  
It Use ◽  
Input And Output ◽  
The People ◽  
Input Variables ◽  
Production Approach

<p><em>Efficiency is a parameter to measure the performance of companies and organizations. As an institution in charge of managing the funds of the people, this institution need for special attention, it use to see the professionalism of these institutions manage ZIS fund. This study aims to determine the efficiency of the management of zakat, donation and sadaqah (ZIS) at amil zakat Yayasan Dana Sosial Al - Falah (YDSF) Surabaya by using descriptive quantitative approach. The technique of collecting data in the form of documentation and interviews, using secondary data in the form of financial statements institute period 2015 - 2017. The data analysis technique uses data envelopment analysis (DEA) with the production approach, the orientation of the input and output. Input variables include total assets and operating costs, while the output variable includes the amount of ZIS funds collected and distributed, using the assumption of a variable return to scale (VRS). </em><em>The results showed that the production approach Yayasan Dana Sosial Al - Falah (YDSF) had maximum efficiency with a value of 100 percent or 1, in the period 2015, 2016 and 2017. Based on these results mean Yayasan Dana Sosial Al - Falah (YDSF) has reached optimal performance in managing ZIS, it proved by using input and output which is in accordance with the actual value and the target at the measurement Data envelopment analysis (DEA). </em><em></em></p>

scholarly journals Sectoral Efficiency Level in Yogyakarta Province

2019 ◽  
Vol 2 (1) ◽  
pp. 298-309
Author(s):  
Elkhana Fikriya ◽  
Fafurida Fafurida
Keyword(s):  
Data Envelopment Analysis ◽  
Quantitative Research ◽  
Agricultural Sector ◽  
Secondary Data ◽  
Data Envelopment ◽  
Construction Sector ◽  
Output Variable ◽  
Frontier Analysis ◽  
Input Factor ◽  
Low Efficiency

The purpose of this study is to determine the level of efficiency, level of inefficiency and solutions that need to be done to improve the efficiency of each sector in the Yogyakarta Province. This research is a quantitative research with Data Envelopment Analysis (DEA) approach banxia frontier analysis. Variable used in this research is variable input (labor and investment), and output variable (GRDP). The data used are secondary data for the period 2012 – 2016 from the Central Bureau Statistic. The research objects include main occupational sectors in Yogyalarta Province. The results of this study show that from nine sectors in DI Yogyakarta Province there are six sectors inefficient, namely the agricultural sector ; mining and quarrying; processing industry; electricity, gas and water; Large trade; and other services during 2012 - 2016. Three of the nine sectors namely the construction sector; transport; and finance reached 100% efficiency during 2012 - 2016. Sectoral inefficiency occurs because the combination of the varabel quantity of the input is not appropriate, so it needs to be adjusted input factor quantity in order to produce the output efficiently 100%. The conclusion of this study shows the efficiency of sectoral techniques in the Province of Yogyakarta in the tendency of low efficiency which decreases each year. Based on the results of the study the authors suggest six of the nine sectors that have not achieved 100% efficiency rating need to adjust the amount of input factor value in order to achieve ouput efficiently 100%. Tujuan penelitian ini adalah untuk mengetahui tingkat efisiensi, tingkat inefisiensi serta solusi yang perlu dilakukan untuk meningkatkan efisiensi tiap sektor di Provinsi DI Yogyakarta. Penelitian ini merupakan penelitian kuantitatif dengan metode Data Envelopment Analysis (DEA) pendekatan banxia frontier analysis.Variabel yang digunakan dalam penelitian ini adalah variabel input (tenaga kerja dan investasi), dan variabel output (PDRB). Data yang digunakan adalah data sekunder periode tahun 2012 – 2016. Dari Badan Pusat Statistik. Adapun objek penelitian meliputi sembilan sektor pekerjaan utama di Provinsi DI Yogyakarta. Hasil penelitian ini menunjukan bahwa dari sembilan sektor di Provinsi DI Yogyakarta terdapat enam sektor yang inefisien yakni sektor pertanian; pertambangan dan penggalian; industri pengolahan; listrik, gas, dan air; perdagangan besar; dan jasa lainnya selama tahun 2012 – 2016. Tiga dari sembilan sektor yakni sektor konstruksi; angkutan; dan keuangan mencapai efisien 100% selama tahun 2012 – 2016. Inefisiensi sektoral terjadi karena pengkombinasian besaran varabel input yang tidak sesuai, sehingga perlu dilakukan penyesuaian besaran faktor input dalam rangka menghasilkan output secara efisien 100%. Kesimpulan dari penelitian ini menunjukkan efisiensi teknik sektoral di Provinsi DI Yogyakarta kecenderungan efisiensi rendah yang menurun tiap tahunnya. Berdasarkan hasil penelitian penulis menyarankan enam dari sembilan sektor yang belum mencapai nilai efisiensi 100% perlu melakukan penyesuaian besaran nilai faktor input dalam rangka mencapai ouput secara efisien 100%.

scholarly journals Evaluating Efficiency of Zakah Institutions: An Intermediation Approach Using Data Envelopment Analysis (DEA)

2021 ◽  
Vol 5 (1) ◽  
pp. 16
Author(s):  
Sepky Mardian ◽  
Rismayanti Rismayanti ◽  
Mustafa Kamal ◽  
Rianti Pratiwi
Keyword(s):  
Data Envelopment Analysis ◽  
Comprehensive Evaluation ◽  
Scale Efficiency ◽  
Data Envelopment ◽  
Inhibiting Factors ◽  
Input And Output ◽  
Long Duration ◽  
Dea Method ◽  
Using Data ◽  
Decision Making Units

Abstract   This paper analyzes the efficiency of Badan Aml Zakat Nasional (BAZNAS) and Dompet Dhuafa from 2002 to 2018. Based on selected input and output, the intermediary approach assumes that BAZNAS and Dompet Dhuafa act as a link between muzakki (giver) and beneficiaries. Furthermore, BAZNAS and Dompet Dhuafa were selected as decision-making units (DMU) from 2002 to 2018, and their efficiency was measured using Data Envelopment Analysis (DEA) method under output-orientation with Constant Return to Sclae (CRS) and Variable Return to Scale (VRS) assumptions. The results showed both BAZNAS and Dompet Dhuafa raise the optimum efficiency in the years before 2007. Meanwhile, their inefficiency was mostly due to lack of input such as higher personalia (amil/volunteers) expenses. Therefore, these findings suggests that both technical and scale efficiency should be improved by adjusting the input. This is to achieve the most efficient and productive level of performance in order to fulfill the institutions' objectives as an intermediary between muzakki and the beneficiaries. This paper is among the pioneers that analyzed the efficiency of zakat institutions from their initial establishment to present. Also, existing papers examined data spanning 5 years or less. Hence, long duration of data analysis provides a comprehensive evaluation of fluctuations in the zakat institutions efficiency and their supporting or inhibiting factors.  

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