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All Journal Sosiohumaniora E-Journal Widya Kesehatan dan Lingkungan Jurnal Ilmiah Widya BAREKENG: Jurnal Ilmu Matematika dan Terapan Jurnal Aplikasi Statistika & Komputasi Statistik Prosiding Seminar Nasional Official Statistics PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON DATA SCIENCE AND OFFICIAL STATISTICS Jurnal Ekonomi Kependudukan dan Keluarga
Sarni Maniar Berliana, Sarni Maniar
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Arts Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Energy Engineering Environmental Science Law, Crime, Criminology & Criminal Justice Mathematics Mechanical Engineering Physics Public Health Social Sciences Transportation Other

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Unveiling Regional Disparities in Indonesia: Clustering Provinces by Development Indicators Yusman, Akbarrullah; Berliana, Sarni Maniar
Proceedings of The International Conference on Data Science and Official Statistics Vol. 2025 No. 1 (2025): Proceedings of 2025 International Conference on Data Science and Official St
Publisher : Politeknik Statistika STIS

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34123/icdsos.v2025i1.645

Abstract

Indonesia’s pursuit of sustainable development—integrating economic, social, and environmental dimensions—remains challenged by persistent regional disparities. In 2022, only four of seven national priority indicators were achieved, while 21 provinces failed to meet more than three targets. To capture these disparities more precisely, this study applies hierarchical and non-hierarchical clustering to classify 34 provinces based on seven development indicators. The comparative approach enhances robustness: hierarchical clustering reveals inter-provincial linkages, while non-hierarchical clustering improves internal consistency. Validation tests identify Ward’s method as optimal, yielding four distinct clusters. Cluster 1 includes four eastern provinces with multidimensional inequality—high stunting (31.43%), early marriage (10.37%), and low literacy (36.44%). Cluster 2 comprises 20 provinces with structural stagnation, marked by persistent stunting (24.80%) and reliance on primary sectors. Cluster 3 consists of seven industrial provinces with strong economic performance (manufacturing 33.59% of GDP) and improving social indicators. Cluster 4 includes three service-based provinces excelling in social outcomes—lowest stunting (13.07%) and highest literacy (78.46%)—but facing environmental challenges. These findings highlight the urgency of region-specific, evidence-based policy interventions to promote equitable and sustainable development.
ESCAPING ADMINISTRATIVE TRAP: THE MODERATING ROLE OF MINIMUM SERVICE STANDARDS IN THE LOCAL SPENDING-POVERTY RELATIONSHIP Rahmah, Mutia; Hamdi, Muchlis; Aminah, Sitti; Berliana, Sarni Maniar
Sosiohumaniora Vol 27, No 3 (2025): Sosiohumaniora: Jurnal Ilmu-Ilmu Sosial dan Humaniora, NOVEMBER 2025
Publisher : Universitas Padjadjaran

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24198/sosiohumaniora.v27i3.66586

Abstract

This paper aims to examine the significance of minimum service standards (MSS) in moderating the influence of local spending on poverty in various Indonesian districts. This study analyzed 2,072 observations from 148 districts in 2011-2024 using moderated regression analysis (MRA) and STATA 17. The study results show that MSS, which strengthens the influence of local spending on poverty, confirms that its interaction with local spending has a greater impact on poverty. MSS, as both a policy instrument and an administrative action, can reinforce the smoothness and success of program achievements while also encouraging the success of public services. When MSS is subjected to incorrect criteria and mismanagement, its potential to enhance success transforms into an administrative trap that results in the failure of public services at the local government level. Future research can increasingly focus on the various dimensions of MSS in public services, examining both its role as a moderator and its role as an independent variable.
Co-Authors Agung Priyo Utomo Alfian, Andi Alwanti, Natasya Amelia, Laeli Ayuningtyas, Agian Dila Bachtiar, Aji Bagus Cotva, Bunga Musva Dwi Sulistiarini, Dwi Fajritia, Rahajeng Fatkhurrohman, Ikbal Fauzi, M. Irfan Fikri, Fajriana Fadhlul Habibullah, M. Hafidz Ihsan, Nur Faqih Karim, Rafidah Abd Lumban Gaol, Ruth Natasya Sepbrina Br ML, Dhitasya Salsabila Muchlis Hamdi Mutia Rahmah Nafiis, Faried Akbar Nuriyah, Sinta Potenza, Maura Bintang Pradiptha, I Gede Nyoman Setya Prananggalih, Ahmad Tegar Pratama, Galang Ali Fazral Priatmadani, Priatmadani Purbasari, Lukmi Ana Putra, Hafidh Rean Rangkuti, Suifatiha S, Riabela Samosir, Omas Bulan Sari, Agustin Kurnia Septiyana, Alya Nur Simbolon, Rosarina Debesti Tirdvalen Sitti Aminah Sugiarto S Syahida, Inayati Valenzuela, Victoria Pena Wahyuni, Krismanti Tri Wicaksono, Ditto Satrio Yuniarti, Ni Putu Nita Yusman, Akbarrullah