The influence of group membership on the utility of family resemblance
and frequency of occurrence as predictors of similarity, typicality,
and likelihood of membership in social categories was investigated. Fr
equency of occurrence and family resemblance were useful predictors of
category structure, but die utility of each predictor varied with cat
egory knowledge. Family resemblance was equivalent to or better than f
requency of occurrence as a predictor of category structure when categ
ory knowledge was high, but frequency of occurrence was the best predi
ctor when category knowledge was low. Although the results provided so
me evidence of an outgroup homogeneity effect, they did not support th
e notion that fluctuations in the utility of predictors are due to gro
up membership. The results suggest that the predictive utility of fami
ly resemblance may vary depending on whether category knowledge was de
rived directly or indirectly.