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All Journal JURNAL KESEHATAN LINGKUNGAN: Jurnal dan Aplikasi Teknik Kesehatan Lingkungan Jurnal Manajemen Informasi Kesehatan Indonesia (JMIKI)
Citra Budi, Savitri
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Computer Science & IT Health Professions Public Health

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Microsleep And Occupational Safety: Integration Of Biometric Detection, Wearable Technology, And Preventive Policies For The Modern Industry Ilhamsyah, Muhammad Helmy; Citra Budi, Savitri; Prihaswan, Irawadi
JURNAL KESEHATAN LINGKUNGAN: Jurnal dan Aplikasi Teknik Kesehatan Lingkungan Vol 22 No 2 (2025): Jurnal Kesehatan Lingkungan Volume 22 No. 2, Juli 2025
Publisher : Poltekkes Kemenkes Banjarmasin Jurusan Kesehatan Lingkungan Banjarbaru

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31964/jkl.v22i2.1035

Abstract

Microsleep is one of the factors that causes a decrease in vigilance that can have a serious impact on occupational safety, especially in industrial sectors with high risk levels such as heavy equipment and vehicle operations. This condition occurs suddenly and often escapes the detection of conventional surveillance systems, thus increasing the likelihood of work accidents. These challenges are even greater in a work environment with high operational burdens and rotating work patterns that affect the quality of sleep of workers. This study was conducted to evaluate the application of biometric-based detection technology and wearable devices combined with fatigue prevention policies. The study used a systematic literature review method on 25 primary articles published in the period 2020–2024 in a number of indexed international journals. The results of the analysis showed that the integration of real-time biometric monitoring with flexible work policies can increase the accuracy of microsleep detection by up to 85% and help reduce the potential for work accidents. This integrated approach is expected to be able to encourage the transformation of the occupational safety system to be more proactive, adaptive, and data-based, so as to create a safe and sustainable work environment.
Pengembangan Instrumen Penilaian Kompetensi Pendidikan Rekam Medis Dan Manajemen Informasi Kesehatan Nuryati, Nuryati; Citra Budi, Savitri; Eko Pramono, Angga
Jurnal Manajemen Informasi Kesehatan Indonesia (JMIKI) Vol 14 No 01 (2026)
Publisher : Asosiasi Perguruan Tinggi Rekam Medis dan Informasi Kesehatan Indonesia- APTIRMIKI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33560/jmiki.v14i01.990

Abstract

Background: Competent graduates from Medical Records and Health Information and Health Information Management (MRHIM-HIM) programs are critical to quality patient care. However, no national standardized assessment currently integrates knowledge, skills, and attitudes in MRHIM-HIM education. Objective: To develop and pilot a competency assessment instrument for MRHIM-HIM education integrating knowledge, skills, and attitudes. Methods: Using Research and Development methodology, this study progressed through exploration, development, and evaluation phases. Participants included MRHIM-HIM faculty, educational association administrators, and medical records stakeholders, selected via criterion-based purposive sampling. Qualitative analysis identified patterns, themes, and meanings from observations, interviews, and document reviews. Results: The instrument demonstrated strong psychometric properties (CVI=0.92, Cronbach's ?=0.94) with representative performance indicators. Pilot testing confirmed comprehensive, contextual competency assessment capability. Students showed strong mastery across technical, managerial, and professional domains consistent with national education standards. Conclusion: This validated instrument effectively measures and enhances MRHIM-HIM graduate competencies and may serve as a national performance-based assessment standard. Digitalization and expanded testing are recommended for broader educational and certification implementation. Keywords: development, pilot testing, instrument, assessment, competency.
Co-Authors Angga Eko Pramono Ilhamsyah, Muhammad Helmy Nuryati Nuryati Prihaswan, Irawadi