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Hutt, Stephen; Gardner, Margo; Duckworth, Angela L.; D'Mello, Sidney K. – International Educational Data Mining Society, 2019
We explore generalizability and fairness across sociodemographic groups for predicting on-time college graduation using a national dataset of 41,359 college applications. Our features include sociodemographics, institutional graduation rates, academic achievement, standardized test scores, engagement in extracurricular activities, and work…
Descriptors: Generalization, Predictive Measurement, College Applicants, Time to Degree
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Bobkowski, Piotr S.; Cavanah, Sarah B. – Journalism and Mass Communication Educator, 2019
Using data from the nationally representative Education Longitudinal Study of 2002, this study examined how journalism participation in high school relates to subsequent academic outcomes. The analysis statistically controlled for a host of correlates of academic achievement, isolating the associations between journalism participation and…
Descriptors: Journalism Education, Academic Achievement, Longitudinal Studies, High School Students