The purpose of this study sought to examine how midterm math performance can impact a student's final math performance, STEM performance, overall performance, as well as retention and graduation with a STEM major. The sample consisted of 283 first-time full-time undergraduate students who were admitted in Fall 2014 as STEM majors within a liberal…

Schools and neighborhoods are adolescents' primary environments, and each has a significant influence on their academic success. The majority of studies on educational attainment have examined the impact of a single context--either the school or the neighborhood--suggesting mixed findings on school and neighborhood effects as well as potential…

Physics education research to date has predominantly focused on the undergraduate level. This has left critical avenues of research in graduate education relatively understudied and has motivated much of my research. Numerous studies across the education research landscape have analyzed undergraduate admissions practices, but few have critically…

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.…

The responsibilities of emerging adulthood and academic pressure are some stressful situations encountered among graduating students. Those graduating students used different coping that deals with stressful situations that may affect their quality of life. This study, a predictive correlational design, was conducted on 202 Filipino graduating…

This study sought to examine if students' self-perceptions of learning skills and abilities predict timely graduation at an elite university. The study investigated potential differences or disparities in specific student groups (i.e. underrepresented students, sex) with regard to these perceptions and assessed how these perceptions were related…

The study represented an examination of the factors influencing students' ability to successfully graduate from postsecondary institutions and whether this differs between high school equivalency credential earners and high school diploma earners. The study has clarified a predictive relationship among type of high school credential and graduation…

The decline in doctoral program completion has become one of the main challenges in doctoral education worldwide. As concern about this issue grows, the number of studies examining the topic has also increased. Many of these studies, which aim to identify the factors that contribute to high attrition rates, rely on cross-sectional data and often…

We conducted a study of predictive analytics (PA) applied to state data on post-school outcomes (PSO) of exited high-school students with disabilities (SWD). Data analyses with machine learning Random Forest algorithm and multilevel Bayesian ordered logistic regression produced two key findings. One, Random Forest models were accurate in…

Improving graduation rates is one of the biggest missions in many universities across the country and it is surely the case on the campus of this institution. The work here presents a statistical tool box to use early academic performance as a predictor for graduation with logistic regression and machine learning techniques. The methods described…

Noncognitive constructs such as self-efficacy, social awareness, and academic engagement are widely acknowledged as critical components of human capital, but systematic data collection on such skills in school systems is complicated by conceptual ambiguities, measurement challenges and resource constraints. This study addresses this issue by…

This study examined the factors that statistically predict student's degree attainment within agricultural education as a course of study. The study is based on a population of first year agriculture students (n = 616) at a private four-year college in Southwestern Ohio. The study is correlational design, which employed cross-sectional archival…

Despite the importance of obtaining a university degree, retention rates remain a concern for many universities. This longitudinal study provides a multi-domain examination of first-year student characteristics and behaviors that best predict which students graduate. Graduation status was assessed seven years after students entered university.…

Data from the Healthy Mind Study were analyzed using hierarchical multiple regression analyses to determine the role of discriminatory experience in students' confidence in their ability to persist through graduation, controlling for age, extracurricular activity participation, housing, years in their degree program, and their sense of belonging.…

Predicting student's successful completion of academic programs and the features that influence their performance can have a significant effect on improving students' completion, and graduation rates and reduce attrition rates. Therefore, identifying students are at risk, and the courses where improvements in content, delivery mode, pedagogy, and…