Jurnal Biometrika dan Kependudukan (Journal of Biometrics and Population)
Vol. 9 No. 1 (2020): JURNAL BIOMETRIKA DAN KEPENDUDUKAN

GROUPING OF PROVINCES IN INDONESIA BASED ON MATERNAL HEALTH INDICATORS USING VARIABLE WEIGHTING K-MEANS AND FUZZY C-MEANS

Elvira Mustikawati Putri Hermanto (Statistical Study Program, Faculty of Math and Science, Universitas PGRI Adi Buana Surabaya, 60234 Surabaya, East Java, Indonesia)



Article Info

Publish Date
15 Jun 2020

Abstract

Maternal Mortality Rate (MMR) is an indicator used to assess maternal health as well as the health status of a country. MMR is a target that must be achieved by Indonesian Government in Sustainable Development Goals (SDGs) in 2030. The Government of Indonesia has made various efforts to reduce MMR. This study aims to determine the distribution pattern of indicators for improving maternal health by grouping provinces in Indonesia based on the characteristics of maternal health indicators. The variables used are indicators that affect maternal mortality, namely K4 coverage (x1), Td2+ immunization coverage (x2), maternity assisted by health workers in health facilities coverage (x3), post-partum check up coverage (x4), Puskesmas implementing pregnant classes (x5), Puskesmas implementing P4K (x6), participant of KB coverage (x7) in Indonesia in 2017. The grouping methods are Variable Weighting K-Means (VWKM) and Fuzzy C-Means (FCM). The selection of the best grouping results uses the Internal Cluster Dispersion Rate (icdrate). Based on the analysis results, the best grouping is generated by the FCM method. The icdrate value generated by FCM is 0.325 while the icdrate value generated by VWKM is 0.552. FCM produces five groups which can be categorized as groups with maternal health indicator characteristics with very low, low, medium, high, and very high scores. Provinces in a group tend to be geographically close. East Java and Bali are provinces included in the indicator group of very high maternal health. Papua and West Papua fall into the group for maternal health which is very low.

Copyrights © 2020






Journal Info

Abbrev

JBK

Publisher

Subject

Description

Jurnal Biometrika dan Kependudukan is a journal that contains articles about the development of statistical methods in the field of health, the application of statistical methods on solving health problems, the development of demography and demography, solving reproductive health problems, solving ...