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All Journal EDUMATIC: Jurnal Pendidikan Informatika Journal of Community Development International Journal of Healthcare and Information Technology
Budi Fajar Supriyanto
Politeknik Negeri Jember
Computer Science & IT Education Nursing Public Health Social Sciences

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Upaya PSDKU MIK Ngawi Dalam Pendirian Pusat Layanan Kesehatan Kampus 5 Polije Sebagai Rintisan Teaching Factory (Tefa) Ida Nurmawati; Kurniawan Erman Wicaksono; Budi Fajar Supriyanto; Salihati Hanifa; Ikha Nurjihan
Journal of Community Development Vol. 6 No. 1 (2025): August
Publisher : Indonesian Journal Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47134/comdev.v6i1.1480

Abstract

PSDKU MIK Ngawi Regency was established since the enactment of Decree of the Minister of Education, Culture, Research and Technology of the Republic of Indonesia No. 161/D/OT/2023 dated 10 July 2023. Industry-based vocational education. Competency-based vocational education must be equipped with a teaching factory. Efforts are being made to support the achievement of PSDKU competency. MIK Ngawi plans to establish a teaching factory in the form of a health service facility/health clinic which is expected to become a practicum facility for MIK students.  Community service activities will be carried out in 4 stages, namely identification of needs, preparation stage, implementation of activities, monitoring and evaluation stages. Problem solutions offered to partners include socializing the requirements for establishing a clinic, preparing a management structure for clinical services, fulfilling basic clinical health service facilities, and preparing SOPs for using equipment. Socialization of the requirements for establishing a clinic was carried out through FGD with the Head of Health  Services, Ngawi Health Office. The results of the FGD include legal health services for an agency, at least in the form of a clinic, provided that the person in charge is a doctor who has a practice license and is supported by other health workers (nurses and midwives). The availability of health human resources at PSDKU MIK Ngawi includes nursing, midwifery and public health personnel, so there is a need for doctors to meet the requirements for establishing a clinic. After the clinic's organizational structure is formed, the next step is to register with DPMPTSP (Department of Investment and One-Stop Integrated Services) via online single submission (OSS). Suggestions for the need for medical personnel (doctors) to fulfill the requirements for establishing a clinic and fulfilling the clinic requirements documents refer to Minister of Health Regulation No. 14 of 2021 concerning Standards for Business Activities and Products in the Implementation of Risk-Based Business Licensing in the Health Sector.
GeoAI for Precision Public Health in Agrarian Economies: Multi-Disease Risk Profiling in Rice Belt in East Java Budi Fajar Supriyanto; Salihati Hanifa; Nesa Ayu Murthisari Putri; Titin Andriyani Atmojo; Waridad Umais Al Ayyubi
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.v3i2.6646

Abstract

Public health and food security, particularly in the agribusiness sector, are interconnected. As one of the largest rice-producing provinces in Indonesia, East Java faces numerous infectious diseases. To develop a spatial typology of health-agribusiness risks, this study combines epidemiology, agribusiness, and computer science with a Geospatial Artificial Intelligence (GeoAI) approach.The data includes cases of ten infectious diseases (2015–2024), rice harvested area, number of farmers, and district/city population in East Java. Cases were normalized per 100,000 population, and agribusiness indicators were converted to harvested area per farmer ratios. The analysis used internal validation (silhouette score, Davies–Bouldin Index), K-Means clustering, and spatial validation (Moran's I). Results are displayed on OpenStreetMap.Agribusiness can be divided into three main typologies: (1) strong agribusiness with moderate risk; (2) multisector agribusiness with high risk and moderate agribusiness; and (3) moderate agribusiness with a prevalence of lung disease and diarrhea. Moran's I = -0.0263 (p=0.5678), indicating that spatial distribution is not significant. The results suggest that public health does not always correlate with food production intensity. By integrating epidemiology, agribusiness, and GeoAI to support appropriate public health in agricultural areas, this study adds to the international literature.
Hybrid Human AI SDLC for Rapid SaaS Development: Evidence from a 60 Days Case Study Muhammad Hilmy Haidar Fawwazie; Nathan Daud; Muhammad Iqbal Rabani; Budi Fajar Supriyanto
Jurnal Pendidikan Informatika (EDUMATIC) Vol 10 No 1 (2026): Edumatic: Jurnal Pendidikan Informatika
Publisher : Universitas Hamzanwadi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29408/edumatic.v10i1.34361

Abstract

There is a vacuum in the risk of architectural changes in critical systems because macro-architectural governance in AI-based software development is frequently ignored in current scholarly debate. The purpose of this study is to assess how well the Visualize, Integrate, Build, Execute (VIBE) architecture addresses the stability-speed contradiction in SaaS development. This study triangulated data from 465 automated CI/CD pipeline logs, 124 AI instruction tactic documentation records, and 42 test cases using comparative performance analysis and process tracking using an explanatory mixed-methods case study methodology on a stock market analytics platform. The study's key conclusions show a 50% boost in development efficiency, reducing a 60-day cycle to 30 days while preserving system reliability with an average latency of 1.2 seconds and a 99.9 percent availability rate. Specialist synergy was identified where humans became the primary cognitive players in architectural design at 90 percent, and AI as the executor of basic syntax at 85 percent. The research concludes that the architectural anchoring mechanism by humans is crucial for mitigating the risks of non-deterministic AI outputs. Theoretically, this study introduces the concept of human-AI cognitive alignment, while practically providing a validated roadmap for modernization of sensitive infrastructure such as Electronic Medical Records.
Co-Authors Al Ayyubi, Waridad Umais Ikha Nurjihan Kurniawan Erman Wicaksono Muhammad Hilmy Haidar Fawwazie Muhammad Iqbal Rabani Nathan Daud Nesa Ayu Murthisari Putri nurmawati, ida Salihati Hanifa Titin Andriyani Atmojo