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All Journal VARIANSI: Journal of Statistics and Its Application on Teaching and Research
Rifani, Dinda Aulia
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Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Mathematics

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Pengelompokan Kabupaten/Kota di Provinsi Jambi Berdasarkan Indikator IPM Menggunakan Metode K-Medoids Cluster Rifani, Dinda Aulia; Multahadah, Cut
VARIANSI: Journal of Statistics and Its application on Teaching and Research Vol. 8 No. 1 (2026)
Publisher : Program Studi Statistika Fakultas MIPA UNM

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35580/variansiunm451

Abstract

The Human Development Index (HDI) is an index that used to measure the quality of human resources and societal welfare. The HDI value in Jambi Province keeps increasing. Nevertheless, there was a decline in the growth of HLS and RLS in 2024. In addition, the RLS of regencies/cities in Jambi Province just approaching 9 years. Therefore, further analysis of HDI indicators in each regency/city is needed to support the improvement of human development in regencies/cities in Jambi Province. This study aims to group the regencies/cities in Jambi Province based on HDI indicators. The grouping using k-medoids cluster with silhouette coefficient method to determine the optimal number of clusters. The clustering results formed 2 clusters. Cluster 1 consists of 9 regencies/cities with HDI indicators lower than cluster 2, which consists of 2 regencies/cities. Therefore, the results indicate that cluster 2 has better human development quality compared to cluster 1.
Co-Authors Multahadah, Cut