Seroja Husada: Jurnal Kesehatan Masyarakat
Vol. 1 No. 6 (2024): Seroja Husada: Jurnal Kesehatan Masyarakat

Pengelompokkan Provinsi di Indonesia Berdasarkan Indikator Kesehatan Tahun 2023 Menggunakan Analisis Cluster

Rahmawati, Nadia Alma (Unknown)
Salsabila , Amanda Shofiyah (Unknown)
Wulandari , Sri Pingit (Unknown)



Article Info

Publish Date
19 Nov 2024

Abstract

Health is a fundamental human right and a key indicator of well-being that must be accessible to all citizens, in line with Indonesia's national vision of achieving a high standard of health. This study aims to classify provinces in Indonesia based on health indicators in 2023 using cluster analysis to understand the similarities and differences among provinces. The methodology includes both hierarchical and non-hierarchical cluster analysis. Hierarchical methods employ a step-by-step approach to forming clusters, with results visualized in a dendrogram to determine the optimal number of clusters. Non-hierarchical methods, such as K-Means, predefine the number of clusters and iteratively partition the data until an optimal solution is achieved. The indicators used in this study include the percentage of children under five receiving complete immunizations, married couples of childbearing age, outpatient health complaints, self-medication practices, individuals reporting health complaints, and unmet service needs. The findings reveal that the data meet the assumptions for cluster analysis. Using the complete linkage method, five optimal clusters were identified in both hierarchical and non-hierarchical analyses. This indicates that Indonesia's provinces can be grouped into five clusters based on the 2023 health indicators. The percentage of married couples of childbearing age showed the widest distribution, while unmet service needs had the lowest. This study is expected to assist the government in designing more efficient and equitable health programs.

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Journal Info

Abbrev

husada

Publisher

Subject

Dentistry Health Professions Medicine & Pharmacology Nursing Public Health Veterinary

Description

Seroja Husada: Jurnal Kesehatan Masyarakat adalah jurnal peer-review, multidisiplin dan ilmiah yang menerbitkan artikel ilmiah yang relevan dengan masalah kesehatan nasional, bidang Kedokteran Dasar; Kedokteran Klinis; Kedokteran Molekuler; Kedokteran Forensik; Kesehatan Psikologis; Pendidikan ...