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The Relationships Between Adolescents’ Future Aspirations And Postsecondary Enrollment: Finite Mixture Models, Chu Yi Lu Qiu

Theses and Dissertations

This study took person-centered statistical approaches to explore the multidimensional construct of adolescents' future aspirations and its associations with three covariates (i.e., gender, race, and SES) and a binary, distal outcome measure, postsecondary enrollment. Fourteen survey items representing the multidimensionality of adolescents' future aspirations were extracted from two-waves of Educational Longitudinal Study:2002 student data. The multidimensionality or the latent construct of the adolescents' future aspirations were explored using two finite mixture models called latent class analysis (LCA) and latent transition analysis (LTA). Based on the students' response patterns on the fourteen indicators, three latent classes representing three levels of aspiration …