Among many factors that accommodate research objectives and the efficiency of a survey design, stratification usually comes first. The 2001 TEDS Survey employed some multivariate techniques using ecological da-ta from 359 townships in Taiwan for stratification. This article examines the stratification efficiency of the sampling design, estimates sampling er-rors for selected variables using independent half-sample method, and cal-culates design effect for inferential purposes and further usage.