Describes the conditional probability methods (positive/negative predictive power, sensitivity, and specificity) used to differentiate children, judged by teachers as belonging to Social Competence (SC) or Low Social Competence (LSC) groups. Large differences were found in the number of social skills predicting LSC group membership for females and males. Discusses results in relation to selecting children for social-skills interventions. (Author/JDM)