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Journal : Eksponensial

Pengelompokan Provinsi di Indonesia berdasarkan Ketimpangan Akses Layanan Kesehatan Tahun 2024 Menggunakan Pendekatan Cluster Hirarki Nabila Rahma Na’ifa, Ariza; Rohayah, Dewi; Yuliati, Intan; Tsabita Amalia Shofa, Nayla; Pusporani, Elly; Amelia, Dita
EKSPONENSIAL Vol. 16 No. 2 (2025): Jurnal Eksponensial
Publisher : Program Studi Statistika FMIPA Universitas Mulawarman

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30872/v16i2.1560

Abstract

Health disparities remain a major challenge in Indonesia, particularly in terms of access to healthcare services across provinces. This study aims to classify 38 Indonesian provinces based on inequality in healthcare access in 2024 using a hierarchical clustering approach. Three key indicators were used: the number of hospitals, the number of medical personnel, and the percentage of people experiencing health complaints who opted for self-medication. The analysis identified the average linkage method as the most suitable model, supported by the highest cophenetic correlation coefficient (0,911). The results revealed two distinct clusters. The first cluster includes most provinces outside Java Island, characterized by limited healthcare infrastructure and personnel. The second cluster comprises four provinces on Java Island with advanced healthcare facilities but a high rate of self-medication. These findings suggest that healthcare access inequality is influenced not only by infrastructure but also by social and behavioral factors. Therefore, policy recommendations should be tailored accordingly: infrastructure improvement and equitable distribution of medical personnel for the first cluster, and health education interventions for the second. This study contributes to evidence-based policy design in line with the Sustainable Development Goals (SDGs), particularly the goal of ensuring equitable healthcare access for all.
Co-Authors Adinda Tries Melati Afifah Nur Makkiyah Ailsa Shafa Salsabila Ain, Dzuria Hilma Qurotu Alexandra, Victoria Anggia Alfredi Yoani Ana, Elly Audilla, Marfa Aufa Muhammad Yogi Riyanto Aulia Ramadhanti Ayuning Dwis Cahyasari Ayuning Dwis Cahyasari Azizah Dewi Ariyani Azzah Nazhifa Wina Ramadhani Bagas Maulana Christopher Andreas Deby Victoria Diana Nurlaily Dita Amelia Dwitya, Shabrina Nareswari Elly Ana Fadillah Mardianto, M. Fariz Fajrina, Sofia Andika Nur Farida Nur Hayati Farizi, Muhammad Fikry Al Fauzi, Doni Muhammad Ferissa Maulida Ismi Fidela Sahda Ilona Ramadhina Fitri, Marfa Audilla Fitriana Nur Afifa Grace Lucyana Koesnadi Haq, Affan Fayzul I Kadek Pasek Kusuma Adi Putra Idrus Syahzaqi Indrasta, Irma Ayu Irhamah - Ismi, Ferissa Maulida Jannah, Sa'idah Zahrotul Jannah, Sa’idah Zahrotul Karima, Sasy Okti Koesnadi, Grace Lucyana Lu'lu'a, Na'imatul Lu’lu’a, Na’imatul M. Fariz Fadillah Mardianto Marcel Laverda Subiyanto Marcelena Vicky Galena Mardianto, M. Fariz Fadillah Mardianto, Muhammad Fariz Fadillah Maula, Sugha Faiz Al Mochamad Rasyid Nabila Rahma Na’ifa, Ariza Nabila, Ainaya Zakiyah Nadya Lovita Hana Trisa Nashwa Carista Nitasari, Alfi Nur Nurrohmah, Zidni ‘Ilmatun Nurul Fajriah Deswani Sangadji Permana, Made Riyo Ary Pramesti, Helfira Lady Ari Pratama, Bagas Shata Previan, Anggara Teguh Putri, Farah Fauziah Putri, Ferdiana Friska Rahmana Putri, Refa Berliana Rahmat Agung Ibrahim Rani, Lina Nugraha Rohayah, Dewi Sa'idah Zahrotul Jannah Sa'idah Zahrotul Jannah Salsabila, Fatiha Nadia Sari, Adma Novita Sari, Adma Novita Sasy Okti Karima Sediono, Sediono Setiawan, Nicoletta Almira Dyah Sheila Sevira Asteriska Naura Simamora, Antonio Nikolas Manuel Bonar Siregar, Naufal Ramadhan Al Akhwal Siti Maghfirotul Ulyah Siti Qomariyah Steven Soewignjo Toha Saifudin Tsabita Amalia Shofa, Nayla Valida, Hanny Wieldyanisa, Ezha Easyfa Yoani, Alfredi Yuliati, Intan Yuniar, Muhammad Alvito Dzaky Putra Zah, Alfian Iqbal Zuleika, Talitha Zuleika, Talitha