Epidemiological techniques were used to reanalyze studies that had longitudinally tracked preschool or kindergarten children, to determine results of screens for the identification of educationally at-risk children. A paradigm shift is recommended, away from longitudinal studies for predictive validity and toward risk analysis and interpretation. (Author/JDD)