Grouping of Provinces in Indonesia Based on Active Family Planning Participants Using Modern Methods Using Fuzzy C-Means

The Family Planning Program (KB) operates as a government initiative which controls both population numbers and birth interval lengths in communities. The program works to enhance family and community welfare through education and reproductive health service delivery which simultaneously helps decrease maternal and infant death rates. The Modern KB Method requires active participation from couples who have children and continue using modern contraception without interruptions in pregnancy. The data organization technique called cluster analysis groups similar data points into clusters where items within the same group share many similarities but differ substantially from items in other groups. Fuzzy C-Means represents a clustering approach which enables data points to connect with different groups at various intensity levels. The Fuzzy C-Means cluster analysis produced 3 clusters in this research study.

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Journal
UNP Journal of Statistics and Data Science
Published
2025-05-31
DOI
https://doi.org/10.24036/ujsds/vol3-iss2/365
Primary Topic
Decision Support System Applications
Type
article
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article

Grouping of Provinces in Indonesia Based on Active Family Planning Participants Using Modern Methods Using Fuzzy C-Means

Tessy Octavia Mukhti, Yenni Kurniawati, Zamahsary Martha, Annisa Ramadhani
UNP Journal of Statistics and Data Science
Decision Support System Applications
article

Grouping of Provinces in Indonesia Based on Active Family Planning Participants Using Modern Methods Using Fuzzy C-Means

Tessy Octavia Mukhti, Yenni Kurniawati, Zamahsary Martha, Annisa Ramadhani
article en

Abstract

The Family Planning Program (KB) operates as a government initiative which controls both population numbers and birth interval lengths in communities. The program works to enhance family and community welfare through education and reproductive health service delivery which simultaneously helps decrease maternal and infant death rates. The Modern KB Method requires active participation from couples who have children and continue using modern contraception without interruptions in pregnancy. The data organization technique called cluster analysis groups similar data points into clusters where items within the same group share many similarities but differ substantially from items in other groups. Fuzzy C-Means represents a clustering approach which enables data points to connect with different groups at various intensity levels. The Fuzzy C-Means cluster analysis produced 3 clusters in this research study.

UNP Journal of Statistics and Data ScienceVol. 3(2)
State University of Padang (ID)
Openalex Percentile: Top 79%
Decision Support System Applications
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