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.