Simulations were conducted to establish best practice in hyperparameter optimization and accounting for clustering in Generalized Linear Mixed-Effects Model Trees (GLMM trees). Using data-driven best practices, the relationship between a 9th Grade On-Track to Graduate (9G-OTG) indicator and observed high school graduation within four years was…

This study introduces a longitudinal diagnostic classification model, called the LTA+HDCM, which is a fusion of latent transition analysis (LTA; Collins & Flaherty, 2002; Collins & Wugalter, 1992) and the hierarchical diagnostic classification model (HDCM; Templin & Bradshaw, 2014). The primary goals in this study are (1) to evaluate…

This study used a propensity score approach to estimate treatment effects in a multilevel setting. The propensity score approach involves the estimation of propensity scores for covariate balancing and the estimation of treatment effects. This study aimed at understanding how propensity scores estimated through a simple logistic regression compare…

This study examined the development of noncognitive skills in a sample of 4,769 Hispanic/Latino students as they went through middle school and the first year of high school using ACT Engage 6-9, an assessment designed to predict student outcomes by measuring students' behaviors and psychosocial attributes. The scales of Academic Discipline,…

This study examined the effect that striving behavior has upon an institution's expenditures. While not the first study to examine such effects, it was the first to look across a multitude of institutional types, spanning seven levels of Carnegie classifications and encompassing public and private not-for-profit bachelors-granting schools to…

There is a lack of knowledge regarding reading development and predictors of reading development for Language Minority students (LMs) such as Asians. In particular, the research base is limited regarding the effectiveness of different reading instructional emphases for Asian LMs. The purpose of the present study was to examine whether language…

This study explores the extent to which a high school's organizational contexts and individual students' characteristics are related to adolescents' school bond in multiracial schools. It first examines how the racial heterogeneity of a school is associated with the levels of students' school bond, and then explores the roles school climate plays…

Community colleges are an integral part of the postsecondary education system in the United States. Unfortunately, college completion rates continue to decline. Additionally, median income in the United States is also declining. The idea that each successive generation of students will do better than the previous one is quickly becoming a fantasy.…

This study explained Academic Progress Rate (APR) levels and differences in APR (DAPR) with team and institutional variables. Team variables included team gender, sport profile, and squad size. Institutional variables included individual variables aggregated to the institutional level. The data analyzed in this study was derived from the National…

Children and adolescents are exposed to multiple contextual influences along their development towards adulthood. Before they transition to adulthood, adolescents acquire skills and knowledge usually in schools, which are one of the most influential contexts during adolescence. During school years performing well academically can generate better…

This study examines student growth on mathematics and reading assessments across academic years (Spring 2006 through Spring 2009) using three different growth models: hierarchical linear model (HLM), value-added model (VAM), and student growth percentile model (SGP). Comparisons across these three growth models were conducted to investigate the…

Over the past few decades, college student survey response rates have been declining. This is a problematic trend because student survey data are used extensively in endeavors such as accreditation, institutional improvement, and scholarly research. While low survey response rates are not necessarily a problem, they will be if they impact the…

The purpose of this study was to address the utility of curriculum-based measurements of written expression (CBM-W) for predicting writing growth longitudinally and address the extent to which CBM-W relate to other academic and behavior measures. CBM-W has been shown to be an appropriate and useful method for assessing and monitoring writing skill…

This study used the ECLS-K to examine the contextual influences of parent involvement on children's achievement growth in reading and math during elementary grades. The study used Rasch models and HLM measurement models to develop reliable and valid constructs of parent involvement both at the student and at the school level. Piecewise linear…

Family educational involvement is consistently and positively associated with child achievement, but little work has closely examined the involvement practices of families of color, particularly immigrant families. Utilizing data from the Early Childhood Longitudinal Study-Kindergarten Cohort 1998-99 (ECLS-K), this study used Hierarchical Linear…