Prototipe Aplikasi Penerapan Metode DEA Untuk Pengukuran Efisiensi Kinerja Pendidikan Sekolah Menengah Atas Negeri Di Kabupaten Aceh Utara
DOI:
https://doi.org/10.53912/iejm.v8i2.412Abstract
Pendidikan adalah salah satu pilar yang penting dalam meningkatkan kualitas sumber daya manusia. Untuk meningkatkan kualitas tersebut, perlu dibangun sebuah sistem yang mampu melakukan pengukuran efisiensi kinerja pendidikan secara otomatis. Maka untuk mengukur sekaligus membandingkan efisiensi antar sekolah menengah atas, penelitian ini menggunakan metode Data Envelopment Analysis (DEA). DEA adalah suatu metode nonparametrik untuk mengukur efisiensi suatu unit pengambilan keputusan Decision Making Unit (DMU). DEA membandingkan beberapa DMU homogen berdasarkan input untuk menghasilkan suatu ouput yang diharapkan. Penelitian ini menggunakan variabel input yaitu, kurikulum sekolah, proses pembelajaran, tenaga pendidik, sarana dan prasarana, untuk variabel outputnya yaitu, kompetensi lulusan, rata-rata nilai UN, dan jumlah siswa yang melanjutkan ke perguruan. Penelitian ini menghasilkan suatu nilai efisiensi tingkat kinerja pendidikan sekolah menengah atas apakah sudah optimal atau belum, jika belum maka penelitian ini akan memberikan bahan pertimbangan nilai variabel mana yang perlu dikurangi atau ditambahReferences
Riduwan and Sunarto, Pengantar Statistika untuk Penelitian: Pendidikan, Sosial, Komunikasi, Ekonomi dan Bisnis. 2017.
F. Y. Widoyoko Tayibnapis, “Evaluasi Program Pembelajaran,†J. Ilmu Pendidik., 2000.
R. D. Banker, A. Charnes, and W. W. Cooper, “Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis,†Manage. Sci., 2008.
M. Susanti, “Perancangan Sistem Informasi Akademik Berbasis Web Pada Smk Pasar Minggu Jakarta,†Informatika, 2016.
D. Abdullah, “Potensi Teknologi Informasi Dan Komunikasi Dalam Peningkatan Mutu Pembelajaran Di Kelas,†J. Teknol. Inf., 2001.
D. Aryanta, A. R. Darlis, and Y. Mulyadi, “PERANCANGAN DAN IMPLEMENTASI SISTEM ORTHOGONAL FREQUENCY DIVISION MULTIPLEXING (OFDM) DENGAN MENGGUNAKAN DSK-TMS320C6713,†J. Elektro dan Telekomun. Terap., 2017.
F. R. Førsund and N. Sarafoglou, “On the origins of Data Envelopment Analysis,†J. Product. Anal., 2002.
D. Abdullah et al., “A Slack-Based Measures within Group Common Benchmarking using DEA for Improving the Efficiency Performance of Departments in Universitas Malikussaleh,†MATEC Web Conf., 2018.
M. Ehrgott, A. Holder, and O. Nohadani, “Uncertain Data Envelopment Analysis,†Eur. J. Oper. Res., 2018.
D. Khezrimotlagh and Y. Chen, “Data envelopment analysis,†in International Series in Operations Research and Management Science, 2018.
D. Abdullah et al., “A Slack-Based Measures within Group Common Benchmarking using DEA for Improving the Efficiency Performance of Departments in Universitas Malikussaleh,†in MATEC Web of Conferences, 2018.
W. D. Cook, K. Tone, and J. Zhu, “Data envelopment analysis: Prior to choosing a model,†Omega (United Kingdom), 2014.
G. R. Jahanshahloo and S. Abbasian-Naghneh, “Data envelopment analysis with imprecise data,†Appl. Math. Sci., 2011.
Katy, “RDDirect,†Purp. Conduct. Res., 2014.
N. A. Govoni, “Flowchart,†in Dictionary of Marketing Communications, 2012.
S. Talluri, “Data Envelopment Analysis: Models and Extensions,†Decis. Line, 2000.
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