Date of Award
2021
Document Type
Dissertation
Degree Name
Ph.D.
Organizational Unit
Morgridge College of Education, Research Methods and Information Science, Research Methods and Statistics
First Advisor
Elizabeth Anderson
Second Advisor
Julia Dmitrieva
Third Advisor
Jeffrey Lin
Fourth Advisor
Lisa Pasko
Keywords
Adolescent, D.A.R.E., Positive peer support, Prevention, Program, Substance
Abstract
To evaluate this study’s research question of ”Does the latent construct of Positive Peer Support (PPS) relate to the construct of Adolescent Substance Use (ASU) over time, controlling for neighborhood safety, race, and sex?”, Structural Equation (SEM) and Latent Growth Curve Modeling (LGCM) were used to investigate trajectories. Secondary longitudinal data from Zimmerman (2014) of 604 students enrolled for four consecutive years in public schools located in Flint, Michigan. In the secondary data resource, students who participated were declared “at risk” by GPA. Significant relationships were found in SEM: Positive Peer Support to Adolescent Substance Use, All Control Variables to Adolescent Substance Use including Positive Peer Support. Longitudinal direct effects found no significant relationships with any variables, but Race, concluding that Race was the most significant variable in predicting initial status and growth rate of Adolescent Substance Use. Although Positive Peer Support did not show significant longitudinal effects of initial status and growth rate of ASU, there were significant directional effects in the SEM models. This concludes that Positive Peer Support does share a relationship with Adolescent Substance Use and should be taken into account in curriculum development and implementation of in-school substance prevention programming.
Publication Statement
Copyright is held by the author. User is responsible for all copyright compliance.
Rights Holder
Kady Rost
Provenance
Received from ProQuest
File Format
application/pdf
Language
en
File Size
254 pgs
Recommended Citation
Rost, Kady, "Statistical Modeling of Positive Peer Support on Longitudinal Adolescent Substance Use" (2021). Electronic Theses and Dissertations. 1977.
https://digitalcommons.du.edu/etd/1977
Copyright date
2021
Discipline
Statistics, Curriculum development, Social research
Included in
Applied Statistics Commons, Curriculum and Instruction Commons, Educational Assessment, Evaluation, and Research Commons, Other Statistics and Probability Commons, Quantitative, Qualitative, Comparative, and Historical Methodologies Commons