Title page for ETD etd-04132004-175832

Type of Document Dissertation
Author Lakshmanan, Aruna
Author's Email Address alakshm@lsu.edu
URN etd-04132004-175832
Title A Longitudinal Study of Adolescent Educational Aspirations and Their Relationship to College Choice Using Hierarchical Linear Modeling and Group-Based Mixture Modeling
Degree Doctor of Philosophy (Ph.D.)
Department Educational Leadership, Research & Counseling
Advisory Committee
Advisor Name Title
Eugene Kennedy Committee Chair
Charles Teddlie Committee Member
Christine Distefano Committee Member
E. Barry Moser Committee Member
Janet McDonald Dean's Representative
  • multilevel modeling
  • longitudinal
  • college choice
  • proportional odds
Date of Defense 2004-03-10
Availability unrestricted
The purpose of this study was four-fold: (1) to investigate the patterns of change in educational aspirations from the eighth grade through the twelfth in a large national sample of students from the National Educational Longitudinal Survey of 1988 (NELS:88); (2) to understand how demographic, socioeconomic, parental, academic, and school experience factors impact both initial aspirations and change in aspirations; (3) to investigate how educational aspirations relate to students’ attempts to actualize plans for postsecondary education; and (4) to analyze the data and compare the results obtained using two different growth modeling techniques – hierarchical linear modeling and group-based mixture modeling.

Major findings of the study showed that (1) average student aspirations remained fairly stable from the eighth grade through the twelfth, showing a slight but not significant increase; (2) most of the factors considered in the study affected initial student aspirations; (3) seven distinct clusters of aspiration trajectories can be identified; (4) many students who had high aspirations had failed to build a wide choice set of postsecondary institutions to apply to; (5) among the factors considered, educational aspirations had the strongest impact on the number of applications filed; (6) parental expectations and involvement had effects on early student aspirations but not on the number of applications filed; (9) students who had both high and stable aspirations from the eighth grade through the twelfth generally had a wider choice set of applications than students who demonstrated a steady increase in aspirations.

Hierarchical linear modeling provided an understanding of the average growth in aspirations, the variability around that growth and the effects of covariates on initial aspirations and the change in aspirations. Group-based mixture modeling helped investigate the different clusters of aspiration trajectories and permitted a linkage of these clusters with patterns of student application to postsecondary institutions. The link between aspirations and the number of college applications filed was studied using modeling for ordinal responses. The strengths of the different modeling techniques are addressed and implications of the results for educational policy, practice, and future research are also discussed.

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