“…These approaches are aimed at identifying particular constellations of characteristics that describe subgroups of children (Bergman & Magnusson, 1997;Lewin, 1931) and thus account for the complex, interactional nature of the multiple factors that contribute to children's development (Laursen & Hoff, 2006). Several recent studies suggest that the associations between preschool and kindergarten academic, cognitive, social, and behavioral skills and later academic and social competence are more complex than originally thought (Bierman et al, 2008;Hair, Halle, Terry-Humen, Lavelle, & Calkins, 2006;Konold & Pianta, 2005;McWayne, Cheung, Wright, & Hahs-Vaughn, 2012;Sabol & Pianta, 2012). One example is Konold and Pianta (2005), who identified six profiles of preschoolers with varying levels of cognitive and social=behavioral skills in a large national sample.…”