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Development of a Web-Based Self-Health Screening Kiosk for The Participants of Chronic Disease Management Program (PROLANIS) Wijayanta, Setya; Eliyah, Eliyah; Fahyudi, Asharul; Anjani, Sylvia; Setiono, Oki
International Journal of Healthcare and Information Technology Vol. 3 No. 2 (2026): January
Publisher : P3M Politeknik Negeri Jember

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25047/ijhitech.v3i2.6800

Abstract

Current PROLANIS screening workflows at primary healthcare facilities remain predominantly manual and complex, characterized by lengthy registration processes, laboratory examinations, medical consultations, therapeutic exercises, health education sessions, and pharmacy visits. These inefficiencies result in prolonged patient queues, duplicate documentation, delayed data aggregation, and excessive workload for healthcare personnel, ultimately compromising program effectiveness and participant satisfaction. This study addresses these challenges through the development of a web-based self-health screening kiosk utilizing a Research and Development (R&D) approach with a prototyping model. System evaluation focused specifically on user interface/experience (UI/UX) feasibility, rather than clinical effectiveness, involving six PROLANIS officers from Sidorejo Lor and Sidorejo Kidul Community Health Centers using a structured assessment instrument. Results yielded an average score of 4.0 (out of 5), indicating good design consistency, responsiveness, and functionality, though improvements remain necessary in ease of use and visual layout. The prototype demonstrates potential to enhance PROLANIS efficiency but requires broader clinical validation and system integration testing.
Spatial analysis of stunting risk factors in Central Java, Indonesia: A geographically weighted regression approach (2023 data) Anjani, Sylvia; Agiwahyuanto, Faik; Abiyasa, Maulana Tomy
International Journal of Public Health Science (IJPHS) Vol 15, No 1: March 2026
Publisher : Intelektual Pustaka Media Utama

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijphs.v15i1.26881

Abstract

The 2022 Indonesian Nutritional Status Survey (SSGI) reported a stunting prevalence of 20.8% in Central Java. Although various studies have examined its risk factors, few have applied a spatial perspective. This study aims to analyze regional variations in stunting risk factors and their contribution to rising stunting rates. This is a quantitative explanatory study employing the geographically weighted regression (GWR) method. Secondary data were obtained from the Central Java Health Profile and Badan Pusat Statistik Indonesia (BPS) in 2023, using a total sampling of 35 districts/cities. The GWR results indicated that chronic energy deficiency (CED; β = 0.0014, p = 0.068) and exclusive breastfeeding (β = 0.0791, p = 0.087) were marginally positively associated with stunting. Low birth weight (LBW) showed a significant positive association (β = 0.1009, p = 0.041), while access to improved sanitation had a strong negative effect (β = -0.1882, p = 0.004). Iron supplementation (≥90 tablets) was not significant (β = -0.0629, p = 0.134), whereas access to improved drinking water was positively and significantly correlated with stunting (β = 0.3778, p = 0.028). These findings contradict existing theories, particularly where higher rates of exclusive breastfeeding and access to clean water are unexpectedly associated with increased stunting in several regions. This suggests the need for further in-depth investigation in those areas to better understand the underlying factors.