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A Robust Data Envelopment Analysis for Evaluating Technical Efficiency of Indonesian High Schools

The main purpose of this study is to evaluate the technical efficiency of high school education in Indonesia by applying Data Envelopment Analysis (DEA), which is the most frequently used to measure the efficiency scores. However, this study uses a robust approach to face the complex problem of the...

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Main Author: Rohayana, Ade Dedi
Format: Article
Language:English
Published: Science Education Study Program, Faculty of Mathematics and Natural Sciences, Universitas Negeri Semarang 2018
Subjects:
371.2 School Administration/Administrasi Sekolah, Administrasi Pendidikan
Online Access:http://repository.iainpekalongan.ac.id/5/
http://repository.iainpekalongan.ac.id/5/
http://repository.iainpekalongan.ac.id/5/
http://repository.iainpekalongan.ac.id/5/1/A%20ROBUST%20DATA%20ENVELOPMENT%20ANALYSIS.pdf
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spelling repoiainpekalongan-5 http://repository.iainpekalongan.ac.id/5/ A Robust Data Envelopment Analysis for Evaluating Technical Efficiency of Indonesian High Schools Rohayana, Ade Dedi 371.2 School Administration/Administrasi Sekolah, Administrasi Pendidikan The main purpose of this study is to evaluate the technical efficiency of high school education in Indonesia by applying Data Envelopment Analysis (DEA), which is the most frequently used to measure the efficiency scores. However, this study uses a robust approach to face the complex problem of the traditional DEA, which may lead to biased results. Besides, it is a powerful approach to estimate technical efficiency when outliers contaminate the data set. Statistical data from general senior secondary schools in the period 2015/2016 is analyzed, using 34 provinces as decision-making units (DMUs), with eight input and six output variables. The results indicate that the average efficiency score of Indonesia’s major political subdivisions in managing high school education is 0.936. Furthermore, as many as 32.35 percents of provinces achieve efficient performances, with an efficiency score equal to one, while 17 provinces have above average efficiency scores. The results also indicate that efficiency scores from robust data envelopment analysis provide better accuracy. Overall, application of robust data envelopment analysis (RDEA) is appropriate for measuring the efficiency of provincial performance in organizing secondary education Science Education Study Program, Faculty of Mathematics and Natural Sciences, Universitas Negeri Semarang 2018 Article PeerReviewed text en http://repository.iainpekalongan.ac.id/5/1/A%20ROBUST%20DATA%20ENVELOPMENT%20ANALYSIS.pdf Rohayana, Ade Dedi (2018) A Robust Data Envelopment Analysis for Evaluating Technical Efficiency of Indonesian High Schools. Jurnal Pendidikan IPA Indonesia (Indonesian Journal of Science Education), 7 (1). pp. 114-121. ISSN 2089-4392 https://journal.unnes.ac.id/nju/index.php/jpii/article/view/9883 DOI: 10.15294/jpii.v7i1.9883
institution IAIN Pekalongan
collection ePrints
language English
topic 371.2 School Administration/Administrasi Sekolah, Administrasi Pendidikan
spellingShingle 371.2 School Administration/Administrasi Sekolah, Administrasi Pendidikan
Rohayana, Ade Dedi
A Robust Data Envelopment Analysis for Evaluating Technical Efficiency of Indonesian High Schools
description The main purpose of this study is to evaluate the technical efficiency of high school education in Indonesia by applying Data Envelopment Analysis (DEA), which is the most frequently used to measure the efficiency scores. However, this study uses a robust approach to face the complex problem of the traditional DEA, which may lead to biased results. Besides, it is a powerful approach to estimate technical efficiency when outliers contaminate the data set. Statistical data from general senior secondary schools in the period 2015/2016 is analyzed, using 34 provinces as decision-making units (DMUs), with eight input and six output variables. The results indicate that the average efficiency score of Indonesia’s major political subdivisions in managing high school education is 0.936. Furthermore, as many as 32.35 percents of provinces achieve efficient performances, with an efficiency score equal to one, while 17 provinces have above average efficiency scores. The results also indicate that efficiency scores from robust data envelopment analysis provide better accuracy. Overall, application of robust data envelopment analysis (RDEA) is appropriate for measuring the efficiency of provincial performance in organizing secondary education
format Article
author Rohayana, Ade Dedi
author_facet Rohayana, Ade Dedi
author_sort Rohayana, Ade Dedi
title A Robust Data Envelopment Analysis for Evaluating Technical Efficiency of Indonesian High Schools
title_short A Robust Data Envelopment Analysis for Evaluating Technical Efficiency of Indonesian High Schools
title_full A Robust Data Envelopment Analysis for Evaluating Technical Efficiency of Indonesian High Schools
title_fullStr A Robust Data Envelopment Analysis for Evaluating Technical Efficiency of Indonesian High Schools
title_full_unstemmed A Robust Data Envelopment Analysis for Evaluating Technical Efficiency of Indonesian High Schools
title_sort robust data envelopment analysis for evaluating technical efficiency of indonesian high schools
publisher Science Education Study Program, Faculty of Mathematics and Natural Sciences, Universitas Negeri Semarang
publishDate 2018
url http://repository.iainpekalongan.ac.id/5/
http://repository.iainpekalongan.ac.id/5/
http://repository.iainpekalongan.ac.id/5/
http://repository.iainpekalongan.ac.id/5/1/A%20ROBUST%20DATA%20ENVELOPMENT%20ANALYSIS.pdf
first_indexed 2019-12-13T02:45:06Z
last_indexed 2019-12-13T02:45:06Z
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score 11.174184

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