In this bonus episode of "The Circus of Safety," hosts Brenton Harrison and Desai Link, joined by special guest Drew Rae, delve deep into the world of safety statistics and metrics. Drew discusses cutting-edge research by his PhD candidate, Kevin Geddert, on severity-weighted indexes for improved reporting metrics. The conversation humorously touches on fashion trends, but stays focused on critical safety issues, critiquing traditional metrics like LTIFR and TRIFIR. The episode highlights the importance of understanding statistical variability, the pitfalls of misinterpreting data, and the need for safety professionals to recognise their limitations. Packed with insights and practical examples, this episode challenges conventional safety practices and advocates for a more nuanced approach to data in the safety industry. Perfect for safety enthusiasts, data analysts, and those curious about the intersection of safety and statistics. Tune in for a thought-provoking discussion that questions the establishment and pushes for more effective, context-driven safety management.