The ability to make meaningful comparisons between theoretical and observational data of star-forming regions is key understanding the star formation process. In this paper we test performance INDICATE, a new method quantify clustering tendencies individual stars in region, on synthetic with sub-structured, smooth, centrally concentrated distributions. INDICATE quantifies amount stellar affilia...