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Segmentation Of Medical Check-Up (MCU) Results Using K-Means Clustering for Health Risk Profile Identification Syarifudin, Syarifudin; Pamadia, Era; Heikal, Jerry
Jurnal Indonesia Sosial Sains Vol. 6 No. 10 (2025): Jurnal Indonesia Sosial Sains
Publisher : CV. Publikasi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59141/jiss.v6i10.1901

Abstract

Medical Check-Up (MCU) is one of the methods of early detection of metabolic and cardiovascular disorders. Computational analysis of MCU results data can be used to group individuals based on their risk profiles, thereby supporting more targeted promotive and preventive strategies. This study aims to identify the segmentation of individual groups based on the clinical parameters of MCU results using the K-Means clustering method, as well as evaluate the potential of each cluster as a target for health interventions, especially in the context of positioning preventive products or services. This study used secondary data on MCU results which included 13 variables: age, systolic and diastolic blood pressure, body mass index (BMI), total cholesterol, fasting blood sugar, HDL, LDL, triglycerides, urea, creatinine, uric acid, and gender from 294 sample data. The data was analyzed using the K-Means algorithm to group individuals based on the similarity of their health profiles. Cluster validation is carried out through clinical interpretation and the characteristics of each cluster center. From the results of the analysis, five clusters with different characteristics were produced. One of the prominent clusters is Cluster 2, consisting of middle-aged men (average 44 years old) with high levels of total cholesterol, LDL, and triglycerides, but blood pressure and blood sugar are still within normal limits. This condition indicates a moderate metabolic risk that is still reversible. This cluster is seen as strategic to be used as a target for the development of preventive health-based digital products and services. MCU outcome-based segmentation through the K-Means clustering method is effective in identifying specific health risk groups. Cluster 2 has great potential as the main target of preventive intervention programs because of its medical profile that can still be improved and psychographic characteristics that support acceptance of digital and promotional approaches
Co-Authors Aldyah, Tika Amelia, Dona Andi Saputro Anjarsari, Rosita Arda, Edvidel Ardanesworo, Muhammad Feyzel Khalfani Putra Ardianto, Andi Arthanugraha, Adam Arum Kusuma, Tiyanda Hanti Awalludin Awalludin, Awalludin Ayu Pradina, Dinda Ayu Wulandari Azkia, Nayla Azwar , Tasrika Azwar, Meiriza Azwar, Tasrika Azzuhri, Muhammad Basyar Chitra, Jimmi Chow, Sayuti Darma Tenaya, I Putu Risky Daswirman, Daswirman Daulay, Risma Yanti Dawam, Khaerud Desmalina, Desmalina Devi, Rizky Feliana Dilla Sistesya Doni Magat Harahap Dwi Ramadona, Dasatry Dwiputri, Rinta Agustiani Dzulqornain, Muhammad Edison, Alva Elfira, Renti Enny Enny Erwan Erwan, Erwan Fadhilah, Savira Maghfiratul Faisal Faisal Fajarini, Nurfahma Ferli, Isfan Fitria, Yossa Gandhi, Ayu Gelvi, Gelvi Gunawan, William Ben Gusmeri, Gusmeri Hanifeliza, Rury Hariandja, E N Budiyanto Harsemarozi, Harsemarozi Hasahatan, Alex Fernando Heswara, Faisal Hindrawan, Dimas Humaira, Putri Syifa Hutabarat, Berman Hutabarat, Berman J Jaya, Hamka Putra Kamaratih F, Yositalida Kettipusem, Sri Polya Kevry Ramdany Kurniawati, Yuni Kusumaningrum, Indah Liestiani, Annisa Mamonto, Fanjili Gratia Mangkuto, Shidiq Umar Marlina Marlina Muhammad Farhan Muhammad Ikhsan Muhammad, Tegar Mulyo, Iksan Adityo Muzakkar, Milastri Nazmi, Fittria Ningsih, Andria Nisa, Khairi Nugrahmi, Lidya Nugroho, Septiadi Nugroho, Yusuf Wahyu Nurviriana, Savira Octavianson, Dave Nathanael Oki, Helzulmita Oktariani, Gulfi Oktarini, Dwi Indah Olivia Olivia Osthar, Fidy Rachman Pamadia, Era Pambudi, Adhy Priyo Pangestuti, Intan Passalaras, Raja Aulia Payoka, Netty Perdana, Gemilang Adi Perdhana, Rizkita Bagus Permadiyansach, Bambang Prabowo, Heru Pradina, Dinda Ayu Pratama, Renaldo Pratiwi Pratiwi Purwanto, Muhammad Rizki Puspita Dewi, Puspita Putra, Abhiyoga Deyandra Putra, Rahmad Yunendri Putri, Annisa Nurwanda Putri, Juandela Herina Putri, Maya Seruni Rafanio, Kevin Raharjo, Bangkit Widhi Rahmadeni Rahmadeni Rahmawati, Nurmalinda Rahmi, Mutia Ramadani, Rizki Agung Ramadhan, Andika Ramadhan, Yufiansyah Wahyu Rica Rica, Rica Safangati, Ainun Samsul Arifin Santosa, Suhari Saputra, Tubagus Chandra Saraswati, Iska Sari, Irma Ratna Saumananda Suroso, Nurinda Savitri, Fania Mutiara Sayuti Sayuti Shabrina, Andi sirya, Damara Siswanto, Fajar Hartanto Sitinjak, Jeklin Sodikin Sodikin Sri Nugroho, Amanda Sri Utami Sugino, Agus Suhardi, Fitra Alghifari Sukmayanti, Andini Wulan Sutama, Aditya Suududdin, Suududdin Syafer, Erdimen Syarifudin Syarifudin Syarrah, Ira Siti Syawaldi Afwan, Ahmad Syawaludin, Rahmat Teguh Widodo Triesna Ratulina Tuwindar, Tuwindar Wahyuningsih, Nia Wicaksono, Muhammad Haston Samudra Widiyanta, Antonius Hendri Wulan, Mutia Karunia Antap Yakub, Isnendi Yohana, Kesia Yumarsa, Imam YUNI KURNIAWATI Zulfahmi, Muhammad Riko Yohansyah