Distribution of quantifiers refers to how quantifiers like 'all' and 'some' relate to the subjects in a statement, determining which elements are included or excluded in the logical interpretation. Understanding this concept is crucial when applying inference rules for quantifiers, as it helps clarify the conditions under which universal elimination and existential introduction can be correctly applied in logical reasoning.