The purpose of this quantitative correlational-predictive study was to determine if and to what extent students' Cognitive Ability, first-term GPA, and ethnicity predict student graduation status from a CTE college in Texas. Student retention rates continue to be a cause for great concern for higher learning, even more so for CTE institutions.…

Despite the overwhelming evidence that higher education data are nested at various levels, single-level techniques such as regression and analysis of variance are commonly used to investigate student outcomes. This is problematic as a mismatch in methodology and research questions can lead to biased parameter estimates. The purpose of this study…

Learning probabilistic classification and prediction models that generate accurate probabilities is essential in many prediction and decision-making tasks in machine learning and data mining. One way to achieve this goal is to post-process the output of classification models to obtain more accurate probabilities. These post-processing methods are…

The official stance of the Association America of Medical Colleges (AAMC) regarding the undergraduate major of applicants for admission to medical school is that there are no required or preferred majors. While the AAMC is the body that governs admission to allopathic medical schools in the United States, this statement does not provide clarity to…

In this dissertation, I use data from Chile to study the determinants of schooling trajectories. Chapters 1 and 2 focus on higher education, Chapter 3 on secondary education, and Chapter 4 on teachers. Chapter 1 explores the role of a socio-emotional ability, self-efficacy, in understanding why students with comparable qualifications transit…

This study was designed to examine the effect of academic advisor type on retention of first-year, full-time, four-year degree-seeking students at a mid-size research university in the western U.S., while controlling for several predictor variables identified in contemporary and seminal literature as having a potential impact on student retention.…

This study contributes new evidence on the factors associated with undergraduate study abroad participation and post-college civic engagement, with particular attention on the moderating influence of first-generation college student status. Drawing on Education Longitudinal Study 2002-2012 data, this study analyzes how students' ascribed…

Collegiate athletes experience mental health concerns at similar rates to non-athlete students, however, the student-athlete population underutilizes professional mental health help with only 10% of those in need seeking services. Criticisms of the extant research on student-athlete mental health help-seeking include studies that lack theoretical…

This three-study dissertation investigated how socioeconomic factors and policies are associated with educational outcomes for undocumented youth and, in one of the papers, to what extent education and employment outcomes intersect. Guided by the specific questions of each study, the three papers take different theoretical and methodological…

Two binary logistic regression analyses were conducted across survey data from 254 master's-level graduates to answer research questions about predicting Willingness to Give to their graduate alma mater and predicting Actual Alumni Giving behavior to their graduate alma mater. The predictor variables are dimensions from the community of inquiry…

The purpose of this study was to determine if the minimum number of observations stated in a district's teacher evaluation plan, observation characteristics described in a district's evaluation plan, and the characteristic of those evaluating teachers had an impact on whether a school would receive a bonus or penalty point for Indiana's A-F…

Data from three reading assessment tools--the Developmental Reading Assessment (DRA), Reading Curriculum Based Measurement (R-CBM), and Maze--were compiled from 61 fourth grade and 59 fifth grade students across Fall and Spring administrations in order to determine how proficiency on these measures was associated with proficiency on the New York…

In this dissertation, I researched factors that predicted women's likelihood of persistence in college engineering. Women are less likely to study engineering in college than men, and when they do, they are more likely to switch out to another major. As a male-dominated field, micro-aggressions and other forms of discrimination from males are not…

Leveraging a sample of more than 198,000 adult entrepreneurs, both currently involved in the startup of a business or formerly involved in business creation, this study investigates the perceptual, societal impression, economic, and demographic variables that are predictive with an individual's decision to engage in entrepreneurial activity.…

Due to the increasingly competitive environment in which liberal arts colleges operate and the constantly changing needs of students, colleges must continuously adapt and change in order to survive. Due to the high probability of failure when implementing change, it would serve an institution well to increase its readiness to change. This study…