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The 3-Tier Integrated Technology Risk Model for Occupational Safety and Health

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Author :  Ramiro Pesina 1 and Ashish Madkaikar2

Affiliation :  University of Texas

Country :  USA

Category :  Education

Volume, Issue, Month, Year :  15, 1, March, 2026

Abstract :


This paper presents the 3-Tier Integrated Technology Risk Model, a progressive framework for Occupational Safety and Health (OSH) management that integrates Job Safety Analysis (JSA), dynamic risk assessment using leading and lagging indicators, and predictive analytics powered by Large Language Models (LLMs). The model provides organizations with a structured pathway to evolve from static, reactive safety practices to a sophisticated, predictive safety paradigm. Each tier builds upon the previous one, creating a comprehensive, data-driven approach that enables just-in-time training and preemptive risk mitigation.

Keyword :  Occupational Safety and Health, Job Safety Analysis, Risk Assessment, Artificial Intelligence, Large Language Models

Journal/ Proceedings Name :  International Journal on Integrating Technology in Education (IJITE)

URL :  https://aircconline.com/ijite/V15N1/15126ijite05.pdf

User Name : shira
Posted 10-06-2026 on 16:59:24 AEDT



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