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Learning & culture / calculator

Peer teaching reach scenario

Explore the reach of repeated peer teaching under explicit assumptions.

How it is calculated

Each new cohort = prior new cohort × learners per mentor × completion fraction. Cumulative capable participants = initial cohort + all new capable cohorts.

Assumptions & limits

Only each newly trained cohort teaches in the next round, and people do not overlap. Fractional people are expected values. Completion does not certify expertise; assessment and safe skill boundaries are essential. Defaults are illustrative planning inputs, not recommended minimums or a guarantee of safety.

All tools

Planning estimates only. Defaults are illustrative, not personalized recommendations. Do not use these calculations as medical, structural, electrical installation or other safety certification. For informational and educational purposes only. CivArk is not medical, legal, engineering or other professional advice. Verify information with qualified professionals and current local authorities. Estimates and preparedness plans cannot guarantee safety or survival.