What is representative sample?

A representative sample looks like the whole population on the traits that matter.

A survey of 50 gym members tells you nothing about the general public, and a study of volunteers may miss people who would answer differently.

When an argument generalizes from a study, ask who was studied and whether they stand in for everyone the conclusion covers.

Small is not automatically bad. Small and biased is.

Related glossary entry: hasty generalization.

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Last updated October 12, 2026