SciRepID - Pengelompokan Provinsi berdasarkan Aspek Pembangunan Pendidikan di Indonesia Tahun 2023 menggunakan Analisis Cluster

📅 02 December 2024
DOI: 10.62383/pentagon.v2i4.309

Pengelompokan Provinsi berdasarkan Aspek Pembangunan Pendidikan di Indonesia Tahun 2023 menggunakan Analisis Cluster

Pentagon : Jurnal Matematika dan Ilmu Pengetahuan Alam
Asosiasi Riset Ilmu Matematika dan Sains Indonesia (ARIMSI)

📄 Abstract

Improving the quality of Human Resources (HR) is a major challenge in facing global competition. Education as the main means of improving the quality of HR in Indonesia is still faced with the problem of inequality of access and quality between regions. This inequality causes disparities in educational development between urban and remote areas. This study focuses on grouping provinces in Indonesia based on aspects of educational development in 2023, using cluster analysis. Secondary data from the Central Statistics Agency (BPS) is used as the basis for analysis, including variables of average length of schooling, Gross Participation Rate (APK), Pure Participation Rate (APM), number of senior high schools, and community literacy development index. This study uses hierarchical and non-hierarchical cluster analysis methods to group provinces in Indonesia. The results of the hierarchical cluster analysis using the average linkage method show the most optimal cluster with the formation of three clusters. The first cluster consists of 31 provinces, the second cluster consists of 2 provinces, and the third cluster consists of 1 province. Data characteristics show large variations in the number of senior high schools and relative homogeneity in the average length of schooling between provinces.

🔖 Keywords

#Cluster Analysis; Average Linkage; Educational Development

ℹ️ Informasi Publikasi

Tanggal Publikasi
02 December 2024
Volume / Nomor / Tahun
Volume 2, Nomor 4, Tahun 2024

📝 HOW TO CITE

Nurfajriyani Nurfajriyani; Dentina Dewi Amaliana; Sri Pingit Wulandari, "Pengelompokan Provinsi berdasarkan Aspek Pembangunan Pendidikan di Indonesia Tahun 2023 menggunakan Analisis Cluster," Pentagon : Jurnal Matematika dan Ilmu Pengetahuan Alam, vol. 2, no. 4, Dec. 2024.

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