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All Journal E-Jurnal Medika Udayana Jurnal Pelita Pendidikan Counselium JAM JURNAL DERIVAT: JURNAL MATEMATIKA DAN PENDIDIKAN MATEMATIKA The Journal of Pure and Applied Chemistry Research English Teaching Journal : A Journal of English Literature, Language, and Education Jurnal SOLMA Jaladri : Jurnal Ilmiah Program Studi Bahasa Sunda Building of Informatics, Technology and Science Nusantara Hasana Journal Jurnal Pendidikan dan Pembelajaran Jurnal Sistem Informasi Triguna Dharma (JURSI TGD) SIGn Journal of Social Science JURNAL PENELITIAN BIDANG PENDIDIKAN MASALIQ: Jurnal Pendidikan dan Sains Cendekia: Jurnal Ilmu Sosial, Bahasa dan Pendidikan Al-Irsyad: Journal of Education Science UNP Journal of Statistics and Data Science Wicara Journal of Contemporary Islamic Primary Education JURNAL MULTIDISIPLIN ILMU AKADEMIK jurnal Ilmu Sosial BIO-SAINS | Jurnal Ilmiah Biologi Permata : Jurnal Pendidikan Agama Islam FORUM EKONOMI: Jurnal Ekonomi, Manajemen dan Akuntansi Jurnal Ilmiah Program Studi Bahasa Sunda
Annisa Ramadhani
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Religion Agriculture, Biological Sciences & Forestry Humanities Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Environmental Science Health Professions Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Materials Science & Nanotechnology Mathematics Medicine & Pharmacology Nursing Social Sciences Other

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Journal : UNP Journal of Statistics and Data Science

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Grouping of Provinces in Indonesia Based on Active Family Planning Participants Using Modern Methods Using Fuzzy C-Means Ramadhani, Annisa; Tessy Octavia Mukhti; Yenni Kurniawati; Zamahsary Martha
UNP Journal of Statistics and Data Science Vol. 3 No. 2 (2025): UNP Journal of Statistics and Data Science
Publisher : Departemen Statistika Universitas Negeri Padang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24036/ujsds/vol3-iss2/365

Abstract

Indonesia’s rapid population growth presents a significant challenge to national welfare and public health. One of the key strategies implemented by the government to address this issue is the Family Planning (FP) program, which emphasizes the use of modern contraceptive methods. However, the utilization of these methods remains uneven across provinces. This study aims to cluster Indonesian provinces based on the number of active participants using modern contraceptive methods in 2023 by applying the Fuzzy C-Means (FCM) clustering algorithm. FCM was selected due to its ability to handle overlapping data characteristics, allowing for a more flexible and representative analysis. The clustering results reveal two main clusters: Cluster 1, which consists of provinces with high levels of active modern contraceptive users, and Cluster 2, which includes provinces with low participation levels. These findings are expected to serve as a reference for more targeted policy formulation to enhance the equity and effectiveness of the FP program across the country.
Co-Authors Abdul Ghofur Ade Marisa Ade Suryanda Adhani, Reihan Lutviansyah Aditia Sutrisno, M. Triesnaldi Akmala, Muthia Alfarizi, Muhammad Rafi Anggraini, Selvi Rahma Aprilia, Rustina Aries Fachriza Arikah Putri Afriani Aryeni Aryeni Aulya, Nailul Rahmi Azainil Azainil Azzahra, Nadia Chelsa Artamevia Daniar Setyo Rini Darwanto Darwanto Devita, Maela Rahma Dicky Nofriansyah DINAR DIPTA Diska Fatima Virgiyanti Eka Indah Nuraini Ekawati Sri Wahyuni Elda Tinari Putri Eliyanora Erwin Setiawan, Erwin Esmawati Fariz, Sabrina Fatima Fatima Febrianto Budiman Putra Feby, Poppy Arista Febriani Fenny Etrawati Fitri Khoiriyah Sayidah Harahap fitria ningsih Hambali Hanum Isfaeni Hikmah, Ade Nurul Indah Purnamasari Indah Purnamasari Inggih Permana M Afdal M. Triesnaldi Aditia Sutrisno Magdalena, Sintia Erika Mahastu, Puput Jianggi Manjillatul Urba Mardlia, Zulfikri Achid Mona Fronita, Mona Muhammad Haikal Muslimin, Sayyid Izzuddin Nasywa Hasna Nafisa Nesbah, Nesbah Noffani Megananda NURHADI Nurhafizah Nurhafizah Nurul Handini Nusaibah, Tsabitha Prima Aulia Pusparini, Fitria Putri, Nabillah Aisyah Rahmayati, Septi Ratna Komala, Ratna Reagen, Muhamad Alvin Renata, Renata Riris Tiani Rizki Ramadhani SALPRIMA YUDHA S Santri, Dwi Selviana, Devia Siti Fadilla Siti Khadijah Sofyan Sjaf Sumarlin Mus Syahputri, Astri Tanjung, Riska Rahman Tessy Octavia Mukhti Tiara Ramadhani Wahira Yenni Kurniawati Yossi Septriani Zamahsary Martha Zikra, Muhammad Al