scholarly journals Analisis Efisiensi Bank Pembangunan Daerah Ekspansi dan Non-Ekspansi Dengan Pendekatan Data Envelopment Analysis

2018 ◽  
Vol 6 (3) ◽  
pp. 346-351
Author(s):  
Fathista Vistarani Dwi Octaviani
Keyword(s):  
Data Envelopment Analysis ◽  
Technical Efficiency ◽  
Secondary Data ◽  
Financial Statements ◽  
Research Data ◽  
Data Envelopment ◽  
Input Output ◽  
Efficiency Ratio ◽  
Regional Bank ◽  
Year 2013

Efisiensi Bank Pembangunan Daerah (BPD) yang di gambarkan oleh rasio BOPO selama tahun 2013 hingga 2015 menunjukkan inefisiensi bank yang selalu meningkat. Perluasan area operasional yang dilakukan oleh BPD tentunya membawa konsekuensi pada efisiensi BPD itu sendiri. Penelitian ini bertujuan untuk menganalisis efisiensi BPD ekspansi dan non-ekspansi baik secara keseluruhan maupun individual serta menentukan besarnya variabel input-output yang harus ditingkatkan ataupun diturunkan BPD guna meningkatkan tingkat efisiensinya pada tingkat maksimal atau 100 persen. Metode penelitian yang digunakan Data Envelopment Analysis (DEA). Data penelitian ini adalah data sekunder dan bersumber dari Bank Indonesia, Otoritas Jasa Keuangan, Badan Pusat Statistik dan laporan keuangan masing-masing BPD tahun 2013 – 2015. Hasil penelitian ini menunjukkan tingkat efisiensi teknis rata-rata BPD ekspansi mencapai 99,90 persen sedangkan tingkat kinerja efisiensi teknis rata-rata BPD non-ekspansi mencapai 99,17 persen. The efficiency of the regional bank (BPD) that are described by the ratio Operational Efficiency Ratio (OER) during 2013 to 2015 always experinece increased efficiency which shows that BPD has decreased year 2013 to 2015. In addition to the expansion of areas of operation conducted by the BPD surely bring consequences on the efficiency of BPD itself. This research aims to analyze the efficiency of BPD and non-eexpansion either individually or as a whole as well as to determine the magnitude of the variable input-output which should be improved or demoted BPD in order to increase the level of efficiency at the level of maximum or 100 percent. The method of research used Data Envelopment Analysis (DEA). This research data are secondary data and proceeds from Bank Indonesia, the finansial services authority, the Central Bureau of statistics and financial statements each year 2013 – 2015 BPD. The results of this study indicate the level of technical efficiency on average reached 99.90 percent expansion BPD while the performance level of technical efficiency of the average BPD non-expansion reached 99.17 percent

scholarly journals ANALISIS EFISIENSI 7 ORGANISASI PENGELOLA ZAKAT (OPZ) NASIONAL MENGGUNAKAN DATA ENVELOPMENT ANALYSIS (DEA)

2020 ◽  
Vol 7 (6) ◽  
pp. 1178
Author(s):  
Irma Faikhotul Hikmah ◽  
Atina Shofawati
Keyword(s):  
Data Envelopment Analysis ◽  
Quantitative Study ◽  
National Level ◽  
Secondary Data ◽  
Sampling Technique ◽  
Financial Statements ◽  
Data Envelopment ◽  
Research Model ◽  
Dea Efficiency ◽  
Production Approach

The purpose of this study was to analyze the efficiency level of the national Zakat Management Organization (OPZ) in Indonesia between 2016 and 2018. The sampling technique used was purposive sampling: the researcher took seven national level OPZ consisting of BAZNAS, Dompet Dhuafa, Rumah Zakat Indonesia, IZI, LAZISNU, Panti Yatim Indonesia Al Fajr and Dewan Da'wah Islamiyah Indonesia with the same variables and WTP (Fair without Exceptions) financial statements status from 2016 to 2018. This research is a Data Envelopement Analysis (DEA) non-parametric quantitative study using Banxia Frontier Analyst version 3.2.2 software. The data used was secondary data obtained from LAZNAS and BAZNAS official websites in Indonesia. The measurement of OPZ efficiency in this study was based on output orientation, while the research model used was the BCC model and the assumption used was VRS (Variable Return to Scale). The approach used was production and intermediation approach. The results of the study showed that in general, the level of efficiency in the intermediation approach was higher than the level of efficiency using the production approach. One DMU was found to be inefficient using intermediation approach while in the production approach, ten DMU were found inefficient. Keywords: Organisasi Pengelola Zakat (OPZ), Data Envelopment Analysis (DEA), efficiency, intermediation approach, production approach

ESTIMATING THE EFFICIENCY OF PAHANG RUBBER SMALLHOLDERS USING DATA ENVELOPMENT ANALYSIS APPROACH

2016 ◽  
Vol 78 (12-3) ◽  
Author(s):  
Na’imah Ali ◽  
Noor Asiah Ramli ◽  
Faridah Zulkipli
Keyword(s):  
Data Envelopment Analysis ◽  
Technical Efficiency ◽  
Scale Efficiency ◽  
Data Envelopment ◽  
Input Output ◽  
Monthly Income ◽  
Constant Return ◽  
Optimal Input ◽  
Scale Size ◽  
Using Data

RISDA has targeted for the income of each smallholder to be at least RM2500 per month by the end of 2015. However, approximately almost 90% of the smallholders’ monthly income is still below the target. Hence, in order to observe if this target is achievable, a study was conducted to evaluate the efficiency level of producing rubber among 95 rubber smallholders in Pahang. In addition, the study also investigated if there was any opportunity for increment of production among the rubber smallholders. Therefore, the Data Envelopment Analysis (DEA) model, under the assumption of Variable Return to Scale (VRS) and Constant Return to Scale (CRS), was used to analyse the scale and the technical efficiency of the smallholders. Scale Efficiency was measured in order to estimate the return to scale of the smallholders. As a result, the study found that the average Overall Technical Efficiency (OTE) and Pure Technical Efficiency (PTE) scores of the smallholders were 43.47% and 43.78%, respectively. Thus, the majority of the smallholders were not technically efficient in producing rubber. Furthermore, based on the return to scale estimated, 41% of the smallholders were operating under the Increase Return to Scale (IRS), which implied that the smallholders had a sub-optimal scale size. The results obtained had been useful as the optimal input-output for the efficient rubber yield can be determined and may help RISDA, as well as agricultural planners, to devise a strategy in order to increase the productivity of rubber smallholders in Malaysia.   

Assessing Technical Efficiency of the Indian Higher Education: An Application of Data Envelopment Analysis Approach

2021 ◽  
pp. 234763112110119
Author(s):  
Harpreet Kaur
Keyword(s):  
Higher Education ◽  
Data Envelopment Analysis ◽  
Human Resource Development ◽  
Technical Efficiency ◽  
Resource Constraints ◽  
Secondary Data ◽  
Education Sector ◽  
Indian Education ◽  
Data Envelopment ◽  
Indian States

Due to resource constraints in the Indian education sector, efficiency assessment of the higher education is more essential for the proper allocation and the effective utilization of financial and human resources. Moreover, much of the research in the higher education sector has mainly focused on the quality of education and ignored the role of efficiency. Therefore, the present study analyzes the technical efficiency of the higher education in the Indian states. Secondary data for the study were collected from reports of the Ministry of Human Resource Development (MHRD), UGC Reports, Economic Survey of India and Reports of the All India Survey on Higher Education (AISHE). Data Envelopment Analysis was used to analyze the data. The efficiency results suggest that the states analyzed in this study are operating at a moderate level of efficiency relative to each other.

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.

scholarly journals EFISIENSI PEGADAIAN SYARIAH DAN PROSPEK PERTUMBUHAN ASET DI INDONESIA

2017 ◽  
Vol 1 (1) ◽  
pp. 59
Author(s):  
Roikhan Roikhan
Keyword(s):  
Data Envelopment Analysis ◽  
System Dynamics ◽  
Secondary Data ◽  
Sampling Technique ◽  
Financial Statements ◽  
Data Envelopment ◽  
Analysis Method ◽  
Purposive Sampling ◽  
Input Variables ◽  
Administrative Expenses

The purpose of this study is to analyze the efficiency of Islamic Pawnshop together with four competitors and analyze the prospects for assets growth of the Islamic pawnshop in Indonesia. This study is quantitative analyze research with secondary data of annual financial statements from the Islamic Pawnshop and four competitors during 2008-2014. The sampling technique is the purposive sampling with sample of the Islamic Pawnshop and four competitors in Indonesia. This study uses analysis efficiency of the Data Envelopment Analysis method. Input variables are: the load bonus, deposit wadiah, general and administrative expenses, salaries and allowances, and other expenses, and the output variables are: murabaha margin revenue, other services revenues, and loan qardh. Then this study uses analyze prospects based on System Dynamics methods. The results showed efficiency of Islamic Pawnshop can reach value of 100 percent for 2008-2014 compared to its competitors that reach only 97.42 percent. And the prospect of an asset for Islamic Pawnshop can get optimistically in 2025 to reach Rp 116 trillion in the presence of inorganic action. 

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 A Slacks-based Measure in the Presence of Ratio Variable with Convexity Consideration

2020 ◽  
pp. 53-62
Author(s):  
Farzaneh Ghaffari ◽  
Morteza Haghiri
Keyword(s):  
Decision Making ◽  
Data Envelopment Analysis ◽  
Technical Efficiency ◽  
Data Envelopment ◽  
Analysis Method ◽  
Input Output ◽  
Input And Output ◽  
Ratio Data ◽  
Measuring Efficiency ◽  
Decision Making Units

The nature of input-output relationships in general and ratio data in particular has important consequences for practitioners when the data envelopment analysis method is used to  measure technical efficiency of decision making units or production units. Since the data envelopment analysis approach was introduced several studies tried to develop the model from different aspects including when the model deals with ratio data. To date, none of these studies was able to address the aforementioned problem properly and as a result most of them suffered from a lack of clarity in the presence of input-and-output ratios. This study proposes a slacks-based measure of efficiency in the presence of ratio variable. Our approach deals directly with the input excess and the output shortfalls of the decision making units’ concerns, and as a result, improved measuring efficiency scores.

scholarly journals EFISIENSI PEGADAIAN SYARIAH DAN PROSPEK PERTUMBUHAN ASET DI INDONESIA

2017 ◽  
Vol 1 (1) ◽  
pp. 59
Author(s):  
Roikhan Roikhan
Keyword(s):  
Data Envelopment Analysis ◽  
System Dynamics ◽  
Secondary Data ◽  
Sampling Technique ◽  
Financial Statements ◽  
Data Envelopment ◽  
Analysis Method ◽  
Purposive Sampling ◽  
Input Variables ◽  
Administrative Expenses

The purpose of this study is to analyze the efficiency of Islamic Pawnshop together with four competitors and analyze the prospects for assets growth of the Islamic pawnshop in Indonesia. This study is quantitative analyze research with secondary data of annual financial statements from the Islamic Pawnshop and four competitors during 2008-2014. The sampling technique is the purposive sampling with sample of the Islamic Pawnshop and four competitors in Indonesia. This study uses analysis efficiency of the Data Envelopment Analysis method. Input variables are: the load bonus, deposit wadiah, general and administrative expenses, salaries and allowances, and other expenses, and the output variables are: murabaha margin revenue, other services revenues, and loan qardh. Then this study uses analyze prospects based on System Dynamics methods. The results showed efficiency of Islamic Pawnshop can reach value of 100 percent for 2008-2014 compared to its competitors that reach only 97.42 percent. And the prospect of an asset for Islamic Pawnshop can get optimistically in 2025 to reach Rp 116 trillion in the presence of inorganic action. 

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