Digitalising Cardiometabolic Risk Surveillance in Higher Education: Development and Validation of an Evidence-Based Web Platform
DOI:
https://doi.org/10.62255/mjhp.v4i1.311Abstract
Introduction: Non-communicable diseases (NCDs) remain a major global health challenge, while university-based surveillance systems are often fragmented and paper-based, limiting early risk detection and preventive interventions. This study aimed to identify predictors of abnormal blood pressure and develop an evidence-based web surveillance platform for the Integrated Development Post for Non-Communicable Diseases (Posbindu PTM).
Methods: A research and development study was conducted, beginning with a cross-sectional needs assessment involving 72 university members recruited through convenience sampling. Demographic, behavioural, anthropometric, blood pressure, and blood glucose data were collected. Multivariable logistic regression identified independent predictors of abnormal blood pressure, informing platform development and expert validation.
Results: Abnormal blood pressure was identified in 45.8% of participants. Elevated visceral fat (aOR 5.87), hyperglycaemia (aOR 4.51), physical inactivity (aOR 3.18), inadequate fruit and vegetable intake (aOR 2.64), and age >20 years (aOR 2.31) were significant predictors. The prediction model demonstrated good discrimination (AUC=0.83) and satisfactory calibration.
Conclusion: An evidence-informed web-based Posbindu PTM platform provides a scalable digital approach for early cardiometabolic risk surveillance and supports precision public health within university settings.
Downloads
Keywords:
Digital surveillance, health screening, interface design, non-communicable diseases, productive ageReferences
Aisyah, S., Saputra, E., Rozanda, N. E., & Ahsyar, T. K. (2021). Evaluasi Usability Website Dinas Pendidikan Provinsi Riau Menggunakan Metode System Usability Scale. Jurnal Ilmiah Rekayasa dan Manajemen Sistem Informasi, 7(2), 125–132. https://doi.org/10.24014/rmsi.v7i2.13066
Al Muharom, N. I., Suarna, N., & Dana, R. D. (2024). Usability Testing pada Aplikasi Kas Berbasis Android dan Teknologi API menggunakan Metode System Usability Scale. Jurnal Informatika Terpadu, 10(1), 73–82. https://doi.org/10.54914/jit.v10i1.1099
Arifin, H., Chou, K.-R., Ibrahim, K., Fitri, S. U. R., Pradipta, R. O., Rias, Y. A., Sitorus, N., Wiratama, B. S., Setiawan, A., Setyowati, S., Kuswanto, H., Mediarti, D., Rosnani, R., Sulistini, R., & Pahria, T. (2022). Analysis of Modifiable, Non-Modifiable, and Physiological Risk Factors of Non-Communicable Diseases in Indonesia: Evidence from the 2018 Indonesian Basic Health Research. Journal of Multidisciplinary Healthcare, Volume 15, 2203–2221. https://doi.org/10.2147/JMDH.S382191
Bayomy, H. E., Alruwaili, S. M., Alsayer, R. I., Alanazi, N. K., Albalawi, D. A., Al Shammari, K. H., & Moussa, M. M. (2024). Eating habits of students of health colleges and non-health colleges at the Northern Border University in the Kingdom of Saudi Arabia. PLOS ONE, 19(10), 1–17. https://doi.org/10.1371/journal.pone.0312750
Bimantoro, D. S., Raihan, F., Siahaan, B., Nurmaylina, V., & Sarimole, F. M. (2024). Perancangan Sistem Informasi Posyandu Berbasis Website pada Posyandu Edelweis Babelan Desa Bahagia Kabupaten Bekasi. AJAD: Jurnal Pengabdian kepada Masyarakat, 4(1), 84–88. https://doi.org/10.59431/ajad.v4i1.283
Cicekli, I., & Gokce Eskin, S. (2025). High prevalence and co-occurrence of modifiable risk factors for non-communicable diseases among university students: A cross-sectional study. Frontiers in Public Health, 12, 1484164. https://doi.org/10.3389/fpubh.2024.1484164
Gina Amalia, R., Juhairina, J., Istiana, I., Budiarto, A., & Sterina Skripsiana, N. (2023). HUBUNGAN KEBIASAAN SARAPAN DAN ASUPAN ENERGI DENGAN KEJADIAN OBESITAS PADA MAHASISWA PSKPS FK ULM TAHUN 2022. Homeostasis: Jurnal Mahasiswa Pendidikan Dokter, 6(1), 59–68. https://doi.org/10.20527/ht.v6i1.8789
Hakim, D. N., Ramadan, F., & Cahyono, Y. I. (2021). Studi Pemanfaatan Big Data dalam Perumusan Kebijakan Publik pada Sektor Kesehatan. SPECTA; Journal of Technology, 5(3), 308–322. https://doi.org/https://doi.org/10.35718/specta.v5i3.379
Hidayat, I. M., & Utomo, B. (2023). Rancang Bangun Sistem Informasi Evaluasi Penyelenggaraan Pelatihan Bidang Kesehatan Berbasis Web. Jurnal Indonesia: Manajemen Informatika dan Komunikasi, 4(2), 410–425. https://doi.org/10.35870/jimik.v4i2.214
Kaewpradup, T., Tangmongkhonsuk, M., Chusak, C., Siervo, M., & Adisakwattana, S. (2024). Examining Sociodemographic Factors, Reasons, and Barriers in the Diversity of Fruit and Vegetable Intake among Undergraduate Students. Nutrients, 16(6), 1–16. https://doi.org/10.3390/nu16060779
Mauliansyah, S. F., Rendi, Rosita, Iqbal, M., & Assulamy, H. (2023). Analisis Kebutuhan Media Pembelajaran Interaktif Berbasis Web pada Mata Kuliah Pemrograman Web. Jurnal Locus Penelitian dan Pengabdian, 2(3), 224–236. https://doi.org/10.58344/locus.v2i3.924
Mutaqin, A. R., Rusman, A., Lubis, B. O., & Ramanda, K. (2024). Evaluasi Usability Website Seller Pada Online Marketplace Dengan Pendekatan Metode Webuse. JIKA: Jurnal Informatika Universitas Muhammadiyah Tangerang, 8(1), 1–8. https://doi.org/http://dx.doi.org/10.31000/jika.v8i1.9597
Nadila, N., Widiastuti, S., & Fauzi, A. (2023). Pengembangan Buku Ajar Ide Pokok Berbasis Potensi Lokal Pantai Tambakrejo Menggunakan Model Scramble Untuk Siswa Kelas IV SD. Madako Elementary School, 2(2), 110–120. https://doi.org/10.56630/mes.v2i2.207
P2PTM. (2020, July 7). Pencegahan dan Pengendalian Penyakit Tidak Menular di Masa Pandemi Covid-19. Kemenkes. p2ptm.kemkes.go.id/video-p2ptm/pencegahan-dan-pengendalian-penyakit-tidak-menular-di-masa-pandemi-covid-19
Putri, S. P., Kasra, K., & Rahmi, A. (2026). Determinan Perilaku Konsumsi Buah dan Sayur pada Mahasiswa Universitas Alifah Padang. 3(1), 505–522. https://doi.org/https://doi.org/10.37985/apj.v3i1.82
Ratmono, B. A. A., Widodo, A., & Sholikhah, A. M. (2022). ANALISIS PENGETAHUAN GIZI MAKANAN DAN POLA GAYA HIDUP PADA MAHASISWA. JSES?: Journal of Sport and Exercise Science, 5(1), 26–34. https://doi.org/10.26740/jses.v5n1.p26-34
Rochayati, U., & Setyawati, K. (2024). Pengembangan Media Pembelajaran Interaktif Berbasis Flipbook Pada Mata Pelajaran Dasar-dasar Teknik Elektronika Kelas X Teknik Elektronika di SMKN 1 Giritontro. Jurnal Ilmiah WUNY, 6(1). https://doi.org/10.21831/jwuny.v6i1.67344
Sodik, Aji, A. M. B., Lubis, B. O., & Susanti, M. (2023). Evaluasi Usability Website LPPI Dengan Pendekatan Metode Website Usability Evaluation Tool (Webuse). JISAMAR: Journal of Information System, Applied, Management, Accounting and Research, 7(2), 269–279. https://doi.org/10.52362/jisamar.v7i2.1044
Sugiyono. (2020). Metode Penelitian Kuantitatif, Kualitatif, dan R&D (Sutopo, Ed.; 2nd edn). Alfabeta.
Utami, Y. T., & Farida, S. (2023). Peningkatan Kualitas Pencatatan dan Pelaporan Data Pelayanan Posyandu Balita Sari Kencana 1 dan 2 di Desa Pentur Simo Boyolali. Jurnal Pelayanan Dan Pengabdian Masyarakat Indonesia, 2(3), 206–217. https://doi.org/https://doi.org/10.55606/jppmi.v2i3.615
WHO. (2023, September 16). Noncommunicable diseases. WHO. https://www.who.int/news-room/fact-sheets/detail/noncommunicable-diseases
Zain, N. S., Ulya, N., Wasir, R., & Istanti, N. D. (2024). Memanfaatkan Data untuk Meningkatkan Pengambilan Keputusan Berbasis Bukti dalam Sistem Kesehatan Indonesia: Memanfaatkan Data untuk Meningkatkan Pengambilan Keputusan Berbasis Bukti dalam Sistem Kesehatan Indonesia. Afiasi?: Jurnal Kesehatan Masyarakat, 9(1), 25–34. https://doi.org/10.31943/afiasi.v9i1.352
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Laras Putri Gamagitta, Nurul Setyowati
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
