scholarly journals ANALISIS EFISIENSI BANK PEMBIAYAAN RAKYAT SYARIAH (BPRS) DI JAWA TIMUR MENGGUNAKAN DATA ENVELOPMENT ANALYSIS (DEA) PERIODE 2012-2018

2020 ◽  
Vol 7 (2) ◽  
pp. 294
Author(s):  
Nafilatul Khusnah ◽  
Irham Zaki ◽  
Lina Nugraha Rani
Keyword(s):  
Data Envelopment Analysis ◽  
Relative Efficiency ◽  
Banking Sector ◽  
Performance Data ◽  
Maximum Output ◽  
Data Envelopment ◽  
Fixed Assets ◽  
Efficiency Performance ◽  
Efficient Level ◽  
Using Data

Efficiency is needed by Islamic Rural Bank (BPRS)to facing rivalry in the banking sector. Efficiency can show the performance of BPRS and make BPRS more productive. This study measures the efficiency of Islamic Rural Banks (BPRS) in East Jawa using data envelopment analysis (DEA). DEA is a non-parametric and deterministic methodology for determining relative efficiency. This study used the intermediation approach and output orientation to measure the efficiency of BPRS. Inputs in this study are deposits, labor, and fixed assets. Outputs in this study are financing and other income. The result shows that the inefficiency exists in the BPRS in East Java. From 21 BPRS, which were used as a sample, 17 BPRS are not efficient technically. The inefficiency of BPRS causes BPRS still can not manage its inputs optimally to producing maximum output. To achieve an efficient level, BPRS needs to increase its output and reduce its input.Keywords: Islamic Rural Banks (BPRS), Efficiency, Performance, Data Envelopment Analysis (DEA)

scholarly journals A Study of the Efficiency of Polish Foundries Using Data Envelopment Analysis

2017 ◽  
Vol 17 (1) ◽  
pp. 223-227 ◽  
Author(s):  
A. Stawowy ◽  
J. Duda
Keyword(s):  
Linear Programming ◽  
Data Envelopment Analysis ◽  
Relative Efficiency ◽  
Data Envelopment ◽  
Microsoft Excel ◽  
Operating Profit ◽  
Fixed Assets ◽  
Valuable Method ◽  
Dea Method ◽  
Using Data

Abstract The article presents a study on the effectiveness of the foundries using Data Envelopment Analysis (DEA) method. The aim of the article is to analyze the usefulness of DEA method in the study of the relative efficiency of the foundries. DEA is a benchmarking technique based on linear programming to evaluate the effectiveness of the analyzed objects. The research was conducted in four Polish and two foreign plants. Evaluated foundries work in similar markets and have similar production technology. We created a DEA model with two inputs (fixed assets and employment) and one output (operating profit). The model was produced and solved using Microsoft Excel together with its Solver add-in. Moreover, we wrote a short VBA script to perform automating calculations. The results of our study include a benchmark and foundries’ ranking, and directions to improve the efficiency of inefficient units. Our research has shown that DEA can be a very valuable method for evaluating the efficiency of foundries.

scholarly journals Evaluating 3D Printers Using Data Envelopment Analysis

2021 ◽  
Vol 11 (9) ◽  
pp. 4209
Author(s):  
Theodore Papatheodorou ◽  
John Giannatsis ◽  
Vassilis Dedoussis
Keyword(s):  
Data Envelopment Analysis ◽  
Fused Deposition Modeling ◽  
Production Systems ◽  
Manufacturing Sector ◽  
Data Envelopment ◽  
Programming Technique ◽  
Fused Deposition ◽  
Efficiency Performance ◽  
3D Printers ◽  
Using Data

Data Envelopment Analysis (DEA) is an established powerful mathematical programming technique, which has been employed quite extensively for assessing the efficiency/performance of various physical or virtual and simple or complex production systems, as well as of consumer and industrial products and technologies. The purpose of the present study is to investigate whether DEA may be employed for evaluating the technical efficiency/performance of 3D printers, an advanced manufacturing technology of increasing importance for the manufacturing sector. For this purpose, a representative sample of 3D printers based on Fused Deposition Modeling technology is examined. The technical factors/parameters of 3D printers, which are incorporated in the DEA, are investigated and discussed in detail. DEA evaluation results compare favorably with relevant benchmarks from experts, indicating that the suggested DEA technique in conjunction with technical and expert evaluation could be employed for evaluating the performance of a highly technological system, such as the 3D printer.

Exploring the effect of online banking on bank performance using data envelopment analysis

2019 ◽  
Vol 27 (1) ◽  
pp. 137-165 ◽  
Author(s):  
Kwame Owusu Kwateng ◽  
Edna Edwina Osei-Wusu ◽  
Kofi Amanor
Keyword(s):  
Data Envelopment Analysis ◽  
Banking Sector ◽  
Principal Component ◽  
Internet Banking ◽  
Bank Performance ◽  
Data Envelopment ◽  
Content Type ◽  
Banking Service ◽  
Using Data ◽  
And Cluster Analysis

Purpose Increased competition in the banking sector coupled with long queues in the banking hall has necessitated the introduction of internet banking among banks in Ghana. As a result, internet banking has attracted a great deal of attention from both academicians and practitioners. The purpose of this paper is to examine the effect of internet banking on the performance of banking institutions in Ghana. Design/methodology/approach In total, 20 banks in Ghana were selected from the Bank of Ghana website for the study. The financial information about the banks’ operations was retrieved from the financial statements of the respective banks for the end of the year 2016. The data envelopment analysis-bootstrap approach with principal component analysis and cluster analysis was used to estimate 49 models. Findings The findings of the study indicated that the integration of internet banking into traditional banking methods has led to superior bank performance in Ghana. It was observed that while the independent application of internet banking as a strategy to raise performance was not yielding higher returns due to the low patronage of internet services among banking consumers, its integration with possible traditional methods is widely observed among the top performers in the banking industry. Practical implications Traditional banking methods, integrated banking service strategies and the internet banking service-oriented strategy emerged as the main banking strategies among the banks. Originality/value Extant literature is quite silent on the effect of internet banking on bank performance in Africa. However, this paper is among the first significant attempts to examine the effect of internet banking on bank performance.

Relative Efficiency of Universities Using Data Envelopment Analysis

2020 ◽  
pp. 78-100
Author(s):  
Tarig Hassan Al-Amin ◽  
Maged Mohamed Gazar
Keyword(s):  
Performance Evaluation ◽  
Data Envelopment Analysis ◽  
Community Service ◽  
Relative Efficiency ◽  
Arab Countries ◽  
Data Envelopment ◽  
Hypothetical Data ◽  
Teaching Research ◽  
Using Data ◽  
Efficiency Indicators

The purpose of this chapter is to evaluate the relative efficiency of universities using data envelopment analysis (DEA). The authors developed a map of efficiency indicators of universities depending on the three main functions of any university; i.e., teaching, research, and community service. Using hypothetical data of 27 universities in a given country, the authors developed the inputs and outputs for each of the three main functions of the universities. The DEA revealed some interesting results concerning the efficient and inefficient universities, and how to improve the inefficient ones. Moreover, the DEA was better than the traditional accounting method for performance evaluation. The authors concluded with some recommendations to improve efficiency of universities through the teaching, research, and community service activities. Finally, some implications for the Arab countries were discussed.

scholarly journals Construction prequalification using data envelopment analysis

2005 ◽  
Vol 32 (1) ◽  
pp. 183-193 ◽  
Author(s):  
Brenda McCabe ◽  
Viet Tran ◽  
Joseph Ramani
Keyword(s):  
Data Envelopment Analysis ◽  
Relative Efficiency ◽  
Construction Projects ◽  
Performance Standard ◽  
Data Envelopment ◽  
Construction Engineering ◽  
Engineering Data ◽  
Regional Performance ◽  
Using Data

Contractor prequalification is essential in most construction projects, and the process has been performed by many different methods in practice. Data envelopment analysis (DEA) had been recognized as a useful technique to prequalify contractors by assigning relative efficiency scores. Data envelopment analysis, however, usually requires a large amount of data and has not been fully developed to achieve reliable results. An enhanced contractor prequalification model using DEA was developed together with a methodology for determining a "practical frontier" of best contractors. The established practical frontier can be used as a regional performance standard for the owner in prequalification and as improvement guidelines for contractors.Key words: contractor prequalification, construction engineering, data envelopment analysis, practical frontier.

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