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All Journal Innovative: Journal Of Social Science Research Multi Proximity: Jurnal Statistika Universitas Jambi
Fadli, Amril
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Humanities Computer Science & IT Law, Crime, Criminology & Criminal Justice Mathematics Public Health Other

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Indeks Calinski Harabasz Analisis Fuzzy C Means dan K Means Cluster Kabupaten/Kota di Provinsi Jambi Menurut Potensi Pertambangan, Penggalian, Pengadaan Listrik, dan Gas Mardhotillah, Bunga; Fadli, Amril; Elisa, Edi; Zurweni, Zurweni
Multi Proximity: Jurnal Statistika Vol. 2 No. 1 (2023): Applied Statistics
Publisher : Universitas Jambi

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (425.204 KB) | DOI: 10.22437/multiproximity.v2i1.25693

Abstract

Penelitian ini bertujuan untuk membandingkan Analisis Fuzzy C – Means dan K – Means Cluster dengan menghitung Indeks Calinski – Harabasz, di mana semakin tinggi Indeks Calinski – Harabasz suatu analisis cluster, semakin baik cluster yang terbentuk. Analisis Data menggunakan software JASP, data yang digunakan adalah data potensi pertambangan, penggalian, pengadaan listrik, dan gas berupa data kontibusi sektor – sektor tersebut dalam PDRB Kabupaten/Kota di Provinsi Jambi. Hasil penelitian menunjukkan dengan Analisis Cluster Fuzzy C – Means, terbentuk dua clusters, sedangkan dengan Analisis K – Means terbentuk tiga clusters. Indeks Calinski – Harabasz K – Means lebih tinggi dibandingkan dengan Fuzzy C – Means. Hasil penelitian ini menyimpulkan bahwa, berdasarkan perbandingan Indeks Calinski – Harabasz, Analisis Cluster K – Means lebih baik dibandingkan dengan Fuzzy C – Means Cluster.
Local Capacity, Village Governance, and Livelihood Development: A Review Prakoso, Maliki Aji; Fadli, Amril; Abd Fatah, Rahmat; Mardhotillah, Bunga; Prananingrum, Dwi Kartika; Feriana, Rina; Ariyanto, Komang
Innovative: Journal Of Social Science Research Vol. 5 No. 3 (2025): Innovative: Journal Of Social Science Research
Publisher : Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/innovative.v5i3.19784

Abstract

This article reviews the literature on the relationship between local capacity, village governance, and livelihood development at the village level. It aims to explore how local capacity enhances village governance and its subsequent effect on the livelihoods of community members. The review analyzes previously published scholarly articles on the subject. The findings reveal that robust local capacity is positively correlated with more effective village governance, which, in turn, promotes sustainable livelihood development. Additionally, the article identifies key factors influencing this relationship, including community participation, program sustainability, and government policy support. In conclusion, the article emphasizes the importance of strengthening local capacity and enhancing village governance as strategies for fostering sustainable livelihood development. The insights from this literature review are intended to guide policymakers and practitioners in designing more effective village development programs.
Co-Authors Abd Fatah, Rahmat Elisa, Edi Feriana, Rina Komang Ariyanto Mardhotillah, Bunga Prakoso, Maliki Aji Prananingrum, Dwi Kartika Zurweni Zurweni