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Journal : UNP Journal of Statistics and Data Science

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 Abidin, Syahrul Abizar Abizar Ade Marisa Ade Suryanda Adhani, Reihan Lutviansyah Aditia Sutrisno, M. Triesnaldi Akmala, Muthia Alfarizi, Muhammad Rafi Anggraini, Selvi Rahma Anwar, Nurlaila Fathimah Aprilia, Rustina Aries Fachriza Arikah Putri Afriani Aryeni Aryeni Aulya, Nailul Rahmi Azainil Azainil Azizul Kholis, Azizul Azmi Harahap, Putri Aulia Azzahra, Nadia Chelsa Artamevia Daniar Setyo Rini Darwanto Darwanto Devita, Maela Rahma Dewi Agustina Dicky Nofriansyah DINAR DIPTA Diska Fatima Virgiyanti Eka Indah Nuraini Ekawati Sri Wahyuni Elda Tinari Putri Eliyanora ERLINA Erwin Setiawan, Erwin Esmawati Faidil, Muh Fariz, Sabrina Fatima Fatima Febrianto Budiman Putra Feby, Poppy Arista Febriani Fenny Etrawati Fitri Khoiriyah Sayidah Harahap Fitri Setiani, Desi fitria ningsih Hambali Hanum Isfaeni Hikmah, Ade Nurul ika agustina Indah Purnamasari Indah Purnamasari Inggih Permana Irawan Khadijah, Nur Khairiah, Anas Tasya Kurniawan Kurniawan M. Afdal M. Triesnaldi Aditia Sutrisno Madeten, Sisilya Saman Magdalena, Sintia Erika Mahastu, Puput Jianggi Manjillatul Urba Mardatillah, Zahra Mardlia, Zulfikri Achid Maswar, Rezi Mona Fronita, Mona Muhammad Haikal Muslimin, Sayyid Izzuddin Nasywa Hasna Nafisa Nesbah, Nesbah Noffani Megananda Nurhadi NURHADI Nurhafizah Nurhafizah Nurul Handini Nusaibah, Tsabitha Pasaleron, Roni Prima Aulia Pusparini, Fitria Putri, Nabillah Aisyah Rahma Susanti, Soneta Rahmadini, Najwa Rahmayati, Septi Rakib Sibiti, Raudatul Jannah Ramadhan, Adiya Rahim Ratna Komala, Ratna Reagen, Muhamad Alvin Renata, Renata RINA M.Si WIDIANA S.Si Riris Tiani Rizki Ramadhani Rizki, Dinar Rohani, Laila Sabiruddin, Sabiruddin Sagita Putri, Wina SALPRIMA YUDHA S Santri, Dwi Selviana, Devia Sihotang, Iin Sri Ayu Siti Fadilla Siti Khadijah Sofyan Sjaf Sumarlin Mus Syahputri, Astri Syarifuddin, Nur Aliyah Tanjung, Riska Rahman Tessy Octavia Mukhti Tiara Ramadhani Wahira Windarsari, Wiwin Riski Yenni Kurniawati Yossi Septriani Yusfa, Mutia Shilda Zamahsary Martha Zikra, Muhammad Al