HE1412 : Introduction to Safety Data Analysis

This practical and highly-interactive course includes real-life case studies and exercises where participants will be engaged in a series of interactive small groups and class workshops.
This course is designed to provide participants with a detailed and up-to-date overview of Introduction to Safety Data Analysis. It covers the importance of safety data, types of safety data, roles in risk management, regulatory and organizational context; the safety metrics and KPIs, data sources in safety management and data collection methods; the data quality and integrity, data analysis tools and data cleaning techniques; the data structuring and organization, exploratory data analysis (EDA) and descriptive statistics; and the data visualization basics, safety data classification and probability concepts in safety.
During this interactive course, participants will learn the trend analysis, correlation and relationships, root cause analysis techniques, risk analysis methods, benchmarking and comparison; the predictive safety analytics, regression analysis basics, incident trend forecasting and human factors analysis; the safety performance dashboards, data integration, safety reporting techniques, data-driven decision making and tailoring communication to audience; storytelling with data, visual communication strategies and how to overcome resistance; the continuous improvement in safety and OSHA; and the international standards, regulatory reporting requirements, audit readiness and documentation practices.