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Articles 1 - 2 of 2
Full-Text Articles in Higher Education
Using Random Forests To Describe Equity In Higher Education: A Critical Quantitative Analysis Of Utah’S Postsecondary Pipelines, Tyler Mcdaniel
Using Random Forests To Describe Equity In Higher Education: A Critical Quantitative Analysis Of Utah’S Postsecondary Pipelines, Tyler Mcdaniel
Butler Journal of Undergraduate Research
The following work examines the Random Forest (RF) algorithm as a tool for predicting student outcomes and interrogating the equity of postsecondary education pipelines. The RF model, created using longitudinal data of 41,303 students from Utah's 2008 high school graduation cohort, is compared to logistic and linear models, which are commonly used to predict college access and success. Substantially, this work finds High School GPA to be the best predictor of postsecondary GPA, whereas commonly used ACT and AP test scores are not nearly as important. Each model identified several demographic disparities in higher education access, most significantly the effects …
Innovative School Counseling Approaches To Improving College And Career Readiness, Nick R. Abel, Brandie Oliver
Innovative School Counseling Approaches To Improving College And Career Readiness, Nick R. Abel, Brandie Oliver
Scholarship and Professional Work – Education
School counselors are at the forefront of efforts to improve the college readiness of K-12 students. It is clear that many roadblocks exist with regard to college readiness and adequate access to college counseling. Many public schools serving minority, first-generation, low-income students have school counselors with large caseloads and numerous non-counseling duties leaving them with little time to spend on college counseling (Clinedinst, Koranteng, & Nicola, 2015). This exploratory study aimed to review promising practices that target college and career readiness for students. A deeper investigation was conducted at an urban school serving underrepresented students which revealed an innovative five-year, …