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All Journal FORUM STATISTIKA DAN KOMPUTASI Jurnal Sains dan Seni ITS Gudang Jurnal Multidisiplin Ilmu Triwikrama: Jurnal Ilmu Sosial Kohesi: Jurnal Sains dan Teknologi Mutiara : Jurnal Ilmiah Multidisiplin Indonesia Perspektif: Jurnal Pendidikan dan Ilmu Bahasa Jurnal Penelitian Teknologi Informasi dan Sains Neraca Manajemen, Akuntansi, dan Ekonomi Cendikia Pendidikan Ebisnis Manajemen Trigonometri: Jurnal Matematika dan Ilmu Pengetahuan Alam ARIMA : Jurnal Sosial Dan Humaniora Jurnal Pendidikan dan Pengajaran Zoologi: Jurnal Ilmu Peternakan, Ilmu Perikanan, Ilmu Kedokteran Hewan Switch: Jurnal Sains dan Teknologi Informasi Pentagon: Jurnal Matematika dan Ilmu Pengetahuan Alam Bilangan: Jurnal Ilmiah Matematika, Kebumian dan Angkasa Algoritma: Jurnal Matematika, Ilmu Pengetahuan Alam, Kebumian dan Angkasa Uranus: Jurnal Ilmiah Teknik Elektro, Sains dan Informatika Jurnal Pustaka Cendekia Pendidikan IPSSJ Konstanta : Jurnal Matematika dan Ilmu Pengelatuan Alam
Sri Pingit Wulandari
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Journal : Mutiara : Jurnal Ilmiah Multidisiplin Indonesia

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Analisis Cluster Kabupaten/Kota di Jawa Timur Berdasarkan Faktor Kesejahteraan Masyarakat Tahun 2023 Rindy Retno Prihastari; Salsabila Aulia Azizah; Sri Pingit Wulandari
Mutiara: Jurnal Ilmiah Multidisiplin Indonesia Vol. 2 No. 4 (2024): JIMI - OKTOBER
Publisher : PT. PENERBIT TIGA MUTIARA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61404/jimi.v2i4.329

Abstract

East Java Province is a region with significant economic contribution in Indonesia, occupying the third position nationally with a contribution of 14.26%. However, despite its rapid economic growth, East Java still faces welfare challenges, especially in terms of poverty which is still relatively high compared to other provinces on the island of Java. The poverty rate in East Java is on a downward trend, but it still remains above the national average. This condition indicates an imbalance in the welfare of the community in the East Java region. Welfare is measured based on the ability of the community to meet decent, healthy, and productive basic needs, with the Human Development Index (HDI) as one of the main indicators. HDI can measure human development achievements based on several basic components of quality of life, including the education dimension, the age and health dimension, and the standard of decent living. Therefore, the government needs to group regions with appropriate characteristics to make it easier to make policies. One of the statistical analyses that can be used in this study is cluster analysis. The results of this study are that East Java Province in 2023 shows a diversity of welfare indicators, such as TPT, HDI, and AHH, reflecting differences in economic, educational, and health conditions between regions. The cluster method with the best assessment in this study is the K-Means method with five clusters. The characteristics in clusters I and II tend to have low welfare, while clusters III, IV, and V show better welfare. The results of this study show a change in the number of clusters compared to previous research conducted by Muhammad Fikry Al Farizi et al. in 2022. The previous study produced four clusters using the average linkage method.
Co-Authors Abghaza Bayu Kusuma Wardhana Aisyatul Kamilah Ramadina Albertus Eka Amelia Kurnia Fitri Amelya Putri, Veronica Ammaar Razaan Yahya Anindya Putri Noliza Anjani Lestari Hartanty Annisa’ Riskika Hayyu Arindah Maharani Saputri Arsa Saladine Arum Antika Bintang Amirul Mukminin Brodjol Sutijo Byrlianty Tsabita El Haqq Damayanti Zulvita Aisyah Daniel Wicaksono Nugroho Dentina Dewi Amaliana Elsa Amelia Nur Arimba Endita Prastyansyach Famita Wibi Wulandari Farhan Bramhatchi Fauzi Dwi Aryasatyawan Feny Ulil Amrina Hanni Putria Hartanti Helvy Tiana Rosa Nabila Hikmah Deviani Ika Rahmawati Insania Firdausy Khurotaayun Subagja Latifah Sekar Hanin Marcella Pramesti Putri Maziyah Mufidah Wahyudiono Melita Handayani Melynda Isaura Monica Putri Natalia Muhammad Hasan Alwi Abu Sifa Naomi Gloria Pasaribu Natasya Liana Putri Naufalia Alfi Fuadah Nisrina Aulia Salsabila Nur Fitri Mustika Ayu Nurfajriyani Nurfajriyani Ovi Wahyu Adriani Purhadi Purhadi Puspa Damai Kukuh Hati Putri Buana, Avinda Lutfi Anggraini Putri Dita Prameswari Rakha Maheswara Rida Dwi Lestari Rifda Maulidya Rindy Retno Prihastari Riska Aisyah Widyaningsari Salsabila Aulia Azizah Sa’diyyah Divamia Amanda Shafa Fariha Tsuraya Siti Nabila Sri Mumpuni Retnaningsih Syefa Ilmi Beandita Putri Vira Angelina Virda Wulandari Zahra Afifah Nafisah _ Haryono