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…

Background/Context: There is a misalignment in contemporary society between the assumption that all high school graduates can and should attend college and the lack of funding and support to make that happen. This is especially apparent at community colleges that enroll disproportionally low-income students, who deal with a variety of obstacles…

We investigate factors influencing student sign-ups for Washington State's College Bound Scholarship (CBS) program and consider whether there is scope for the program to change college enrollment expectations. We find that student characteristics associated with signing the scholarship closely parallel characteristics of low-income students who…

Policymakers and educators on Guåhan (Guam) are concerned about the persistent shortage of qualified K-12 teachers. Staff at the Unibetsedåt Guåhan (University of Guam, UOG) School of Education, the only local university that offers a teacher training and certification program, believe that more students are interested in becoming teachers but…

This Study Snapshot highlights key findings from a study that examined which student demographic and academic preparation characteristics predict passing the Praxis® Core test and each of its subtests at the Unibetsedåt Guåhan (University of Guam, UOG) School of Education. This information is needed to increase admissions to the School of…

Policymakers and educators on Guåhan (Guam) are concerned about the persistent shortage of qualified K-12 teachers. Staff at the Unibetsedåt Guåhan (University of Guam, UOG) School of Education, the only local university that offers a teacher training and certification program, believe that more students are interested in becoming teachers but…

The "Using High School and College Data to Predict Teacher Candidates' Performance on the Praxis at Unibetsedåt Guåhan (University of Guam)" study examined which student demographic and academic preparation characteristics predict passing the Praxis® Core test and each of its subtests at the Unibetsedåt Guåhan (University of Guam, UOG)…

The purpose of this study was to examine postsecondary admissions outcomes for music and arts students as compared to their non-arts peers using nationally representative data (N = 14,900) from the Education Longitudinal Study of 2002. Controlling for certain observable differences between students who do and do not elect arts courses, music…

This paper analyses the determinants of national student mobility under the unified system of admission in Russia and evaluates the barriers which still limit educational mobility. It is argued that even with the Unified State Examination (USE) and the decreased transaction costs of applying to universities, student interregional national mobility…

Higher education is increasingly important for individual wellbeing, the economic competitiveness of Washington state, and the state's recovery from the COVID-19 crisis. However, postsecondary enrollment trends have not kept pace with the state's changing economic needs and expanded financial aid programs. Issues with stagnant direct enrollment…

Postsecondary undermatch occurs when students fail to enroll at a college or university that possesses a level of selectivity their academic credentials would permit them to attend. Given the demonstrated link between selective college attendance and postsecondary and professional attainment, recent studies have attempted to examine which factors…

College decisions are often the result of a variety of influences related to student background characteristics, academic characteristics, college preferences and college aspirations. College counselors recommend that students choose a variety of schools, especially schools where the general student body matches the academic achievement of…

Postsecondary education is a fundamental tool for achieving upward mobility and economic growth. Students with an associate's or bachelor's degree earn substantially more in a lifetime and experience better working conditions and job benefits than students with only a high school diploma. This study examines differences in public college…

The Pittsburgh Promise is a scholarship program that provides $5,000 per year toward college tuition for public high school graduates in Pittsburgh, Pennsylvania who earned a 2.5 GPA and a 90% attendance record. This study used a difference-in-difference design to assess whether the introduction of the Promise scholarship program directly…

In this paper, we exploit a rich longitudinal data set to explore the forces that, during high school, shape the development of aspirations to attend university and achieve academic success. We then investigate how these aspirations, along with grades and other variables, impact educational outcomes such as going to university and graduating. It…