This dissertation proposal explores the impact of smaller learning communities (SLCs) on academic achievement and dropout rates among high school students in Texas. It aims to determine if career-themed SLCs lead to improved student performance compared to traditional high schools, focusing on various demographic subpopulations. The study will utilize analysis of the Texas Education Agency's Academic Excellence Indicator System (AEIS) reports to evaluate differences in achievement, attendance, and completion rates.