Fitness research

Sourced fitness benchmarks for better operations

Each brief leads with a liftable statistic, a clear table, and direct links to public sources.

Fitness workforce evidence

Instructor-coverage records and the limits of workforce inference

coverage is an operational observation, not a labor-market forecast

A bounded, source-led examination of instructor-coverage records and the limits of workforce inference, including measurement method, evidence limits, and practical record boundaries.