Alfiah Ramadhani Amran
Politeknik Kesehatan Megarezky

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Investigating the Role of Smart Safety Systems in Mitigating Accident Rates Across High-Rise Construction Sites Rifdah Wardani; Alfiah Ramadhani Amran; Rini Damayanti; A. Ferina Herbourina Bonita; Vina Levia Budiman
Structures, Infrastructure, Planning, Implementation, and Legislation Vol. 1 No. 2 (2025): October, 2025
Publisher : CV. Get Press Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.69855/sipil.v1i2.320

Abstract

The high-rise construction sector faces major occupational safety risks (falls, struck-by incidents, equipment failure), resulting in significant losses. This study examines how smart safety systems (sensor helmets, IoT monitoring, drones, and AI prediction) mitigate these accident rates. Using a quantitative design and secondary data from global safety bodies and large contractors, the research analyzes incident reports and performance metrics via statistics and logistic regression. Results confirm a substantial accident rate reduction (over 50%) after smart system deployment, suggesting improved risk management and safety culture. Findings advocate for regulatory standards mandating smart safety technology integration. The conclusion underscores smart safety's transformative impact on construction safety and recommends further longitudinal study into adoption challenges and technological refinement.
Correlation between Medical Record Completeness and Inpatient Length of Stay Efficiency Based on Secondary Data from Vertical Hospitals Sri Inti; Erike Yunicha Viridula; Rini Damayanti; Alfiah Ramadhani Amran
Research and Evidence on Knowledge in Administration and Management — Medical Electronic Data and Information Systems Vol. 1 No. 2 (2025): September, 2025
Publisher : CV. Get Press Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.69855/rekammedis.v1i2.303

Abstract

This study investigates the relationship between medical record completeness and inpatient Length of Stay (LOS) efficiency in Indonesian vertical hospitals managed by the Ministry of Health. Using a quantitative descriptive correlational design, data from 150 hospitals collected during 2023–2024 were analyzed. Pearson’s correlation analysis revealed a significant negative relationship (r = −0.62; p < 0.001), indicating that higher levels of medical record completeness are associated with shorter LOS. These results underscore the essential role of accurate and comprehensive documentation in improving clinical workflow, expediting decision-making, and enhancing hospital efficiency. The findings also highlight the importance of adopting Electronic Medical Records (EMR) and implementing continuous data audits to support quality improvement. Policymakers are encouraged to strengthen infrastructure, training, and digital transformation initiatives to ensure sustained improvements in national hospital performance.