Pengelompokan Kabupaten/Kota di Jawa Timur Berdasarkan Indikator Kesehatan Masyarakat dengan Pendekatan Metode Ensemble ROCK

Salsabila, Yovita Liana (2021) Pengelompokan Kabupaten/Kota di Jawa Timur Berdasarkan Indikator Kesehatan Masyarakat dengan Pendekatan Metode Ensemble ROCK. Undergraduate thesis, Institut Teknologi Sepuluh Nopember.

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Abstract

Kesehatan menjadi salah satu faktor yang sangat penting dalam menghasilkan sumber daya manusia yang berkualitas, karena kesehatan merupakan modal awal untuk meningkatkan taraf hidup. Indeks Pembangunan Kesehatan Masyarakat (IPKM) menjadi salah satu alat untuk memonitor keberhasilan pembangunan kesehatan masyarakat melalui penentuan peringkat provinsi dan kabupaten/kota. Provinsi Jawa Timur menempati peringkat ke-6 secara nasional, namun masih adanya kesenjangan peringkat IPKM antar kabupaten/kota yang mengindikasikan terdapat ketidakmerataan kualitas kesehatan di Jawa Timur. Ketidakmerataan ini dapat diatasi dengan penentuan kebijakan yang tepat sesuai dengan hasil pemetaan profil kesehatan masyarakat menggunakan metode ensemble ROCK untuk data campuran. Melalui penelitian ini dihasilkan bahwa kabupaten/kota di Jawa Timur terbagi menjadi tiga kelompok kualitas kesehatan yaitu kualitas kesehatan yang baik, sedang, dan buruk. Adapun variabel yang membedakan ketiga kelompok tersebut adalah jumlah dokter umum, jumlah bidan, jumlah perawat, persentase RT terhadap akses air minum layak, persentase RT terhadap akses sanitasi layak, persentase daerah UCI, penolong persalinan, jaminan kesehatan, dan IPM. ====================================================================================================== Health is one of the most important factors in producing quality human resources, because it is the initial capital to improve the standard of living. Community Health Development (IPKM) is one of the tools to monitor the success of public health development through provincial and district/city rankings. East Java Province is ranked 6th nationally, but there is still an increase in the IPKM ranking between districts/cities that have inequality in health quality in East Java. This inequality can be overcome by determining the right policy according to the results of mapping the public health profile using ensemble ROCK method for the mixed data type. Through this research, it was found that districts/cities in East Java were divided into three groups of health quality, there is good, medium, and poor health quality. The variables that distinguish the number of the three groups are the number of doctors, midwives, the number of nurses, the percentage of households to access to safe drinking water, the percentage of households to access to proper sanitation, the percentage of UCI areas, birth attendants, health insurance, and HDI.

Item Type: Thesis (Undergraduate)
Uncontrolled Keywords: Agglomerative Hierarchical Clustering (AHC), East Java, Ensemble ROCK, Public Health, ROCK, Agglomerative Hierarchical Clustering (AHC), Ensemble ROCK, Jawa Timur, Kesehatan Masyarakat, ROCK.
Subjects: R Medicine > RA Public aspects of medicine > RA0421 Public health. Hygiene. Preventive Medicine
Divisions: Faculty of Science and Data Analytics (SCIENTICS) > Statistics > 49201-(S1) Undergraduate Thesis
Depositing User: Yovita Liana Salsabila
Date Deposited: 30 Aug 2021 01:36
Last Modified: 30 Aug 2021 01:36
URI: https://repository.its.ac.id/id/eprint/90861

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