In recognition of APS’s forthcoming journal on methodological advances, APS President Susan Goldin-Meadow invites her University of Chicago colleagues Stephen Raudenbush and Guanglei Hong to discuss a new view of path analysis that they hope will find its way into all areas of psychological science.