Fitness research

Sourced fitness benchmarks for better operations

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

Schedule rail

Review Trainer Substitution Approval and Notice Evidence

A changed assignee is not proof of authorization or communication; the original session, substitute qualifications review, decision owner, schedule update, participant scope, delivery results, and unresolved exceptions need distinct records

What evidence distinguishes an approved trainer substitution from a calendar edit and shows whether affected clients received the correct notice?

Schedule rail

Study Multi-Location Class Capacity Overrides

A displayed capacity is not self-explanatory; the baseline configuration, reason, authority, effective interval, location, resource constraints, dependent waitlist state, communications, and restoration receipt define the event

How should a multi-location fitness operator record temporary class-capacity overrides so that staff can separate an approved operational change from a sync error or unsupported safety decision?