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All Journal Cakrawala Pendidikan Nurani: Jurnal Kajian Syariah dan Masyarakat Jurnal Pendidikan Islam Jurnal Pendidikan Agama Islam Edukasia Islamika JURNAL PENDIDIKAN TAMBUSAI PARAMUROBI JURNAL PENELITIAN MUWAZAH: Jurnal Kajian Gender Jurnal Review Pendidikan dan Pengajaran (JRPP) Forum Tarbiyah IBTIDA : Jurnal Kajian Pendidikan Dasar JURNAL PAI: Jurnal Kajian Pendidikan Agama Islam Prosiding Seminar Nasional Pendidikan, Bahasa, Sastra, Seni, dan Budaya Epistemik: Indonesian Journal of Social and Political Sciences Tadibia Islamika: Journal of Holistic Islamic Education HIKMATUNA: Journal for Integrative Islamic Studies Jurnal Penelitian Indonesian Journal of Islamic Elementary Education ISJOUST Hikmatuna Ghiroh Edukasia Islamika: Jurnal Pendidikan Islam
Zaenal Mustakim
Unknown Affiliation
Religion Arts Humanities Astronomy Economics, Econometrics & Finance Education Environmental Science Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Social Sciences Other

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Journal : Cakrawala Pendidikan

 1 
COMPARISON OF EFFICIENCY SCHOOL PERFORMANCE BETWEEN NATURAL AND SOCIAL SCIENCES: A BOOTSTRAPPING DATA ENVELOPMENT ANALYSIS Zaenal Mustakim; Muhamad Chamdani; Umi Mahmudah
Jurnal Cakrawala Pendidikan CAKRAWALA PENDIDIKAN, VOL. 38, NO. 2, JUNE 2019
Publisher : LPMPP Universitas Negeri Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (1719.909 KB) | DOI: 10.21831/cp.v38i2.22837

Abstract

The main purpose of this study is to compare the efficiency performance of high school education in Indonesiabased on its specialization groups, namely natural and social sciences. This study uses secondary data of high school published by Ministry of Education and Culture of Republic of Indonesia in 2016 which covers general description such as the numbers of schools, students, teachers, graduates, classes, et cetera. This study uses a bootstrap approach that is applied in Data Envelopment Analysis (DEA) method, which compares the efficiency of each Decision Making Unit (DMU). To compare its efficiency, as many as 34 provinces are used as DMUs by using six input variables, namely the number of participants of national exam, students, schools, teachers, libraries, and the number of classrooms. The output variables are the number of graduates, the average score of national exam in Indonesian, English, and mathematics.The results indicate that all provinces have very good performance in organizing high school education for both natural and social sciences where the average efficiency scores of the traditional DEA are .99 and .98 for natural and social sciences, respectively. Meanwhile, its average scores from bootstrapped DEA are .98 and .96 for natural and social sciences, respectively. The empirical results also reveal that bootstrapped DEA provides better accuracy of efficiency scores than the traditional DEA. Overall, the provinces in Indonesia have better performance in organizing natural science than social science.
K-means clustering for classifying the quality management of secondary education in Indonesia Zaenal Mustakim; Rahmat Kamal
Jurnal Cakrawala Pendidikan Vol 40, No 3 (2021): Cakrawala Pendidikan (October 2021)
Publisher : LPMPP Universitas Negeri Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21831/cp.v40i3.40150

Abstract

Mapping educational management is critical for improving national education quality. This study aims to classify Indonesian provinces in terms of secondary education management within quality standard parameters. Framed in a quantitative approach with the K-means cluster analysis, this study applied eleven parameters to classify the provinces into three main clusters. These parameters were schools, new entrants, students, repeaters, drop-outs, graduates, teachers, classrooms, laboratories, libraries, and school health services. Secondary data related to secondary education in Indonesia published by the Ministry of Education and Culture were analyzed. With the R software, the clusters were formed based on the shared characteristics of the provinces. This study found that Cluster 1 had twenty-two provinces, Cluster 2 two provinces, and Cluster 3 ten provinces. Cluster 2 was found to be the best cluster, while West Java and East Java shared similar characteristics, hence in the same cluster. Further, 5.88% of the provinces were eligible to be pilot models for the standard quality management of education in Indonesia. There is, therefore, a pressing need for the improvement of education infrastructure to support a better-quality education.
Co-Authors Abd. Mu'in Akhmad Afroni Akhmad Afroni Ali Burhan Ali Burhan Arroyan, Muhammad Asnalia Rokhmah Asnalia Rokhmah Chirnawati, Sefti Chusna Maulida Deriansyah, Ryan Dewi ANGGRAENI Fachri Ali Imam Kanafi Ismiati, Nur Isriani Hardini Ita Fauziyah Khoiriyah, Istianatul Luthfiyah Luthfiyah Mariska, Refi Moh Slamet Untung Mu'in, Abd. Muhamad Chamdani Muhammad Kholid Muhammad Kholid Mulia, Rizky Nailish Shofa Hidayah Nanang Hasan Susanto Nangoi, Lianny Nur Ismiati Nur Kholis Rabiatul Adawiyah Rahmat Kamal Rahmat Kamal Salafudin Salafudin Salsabila, Maulina Rezka Hayyu Shinta Dewi Rismawati Shodikun, Shodikun Slamet Untung Slamet Untung Sonezza Ladyanna Umi Mahmudah Umi Mahmudah Widjiati, Epy Yayan Rahayani Zakirin, Ahmad Zakiyah, Nur Zuhri, Saefudin