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Zexuan Pan; Maria Cutumisu – AERA Online Paper Repository, 2023
Computational thinking (CT) is a fundamental ability for learners in today's society. Although CT assessments and interventions have been studied widely, little is known about CT predictions. This study predicted students' CT achievement in the ICILS 2018 using five machine learning models. These models were trained on the data from five European…
Descriptors: Computation, Thinking Skills, Artificial Intelligence, Prediction
Peoples, Shelagh M. – AERA Online Paper Repository, 2016
High school graduation is "not yet a reliable indicator of college readiness", (Gaertner & McClarty, 2015, p2). As such, researchers are investigating the use of non-cognitive factors as predictors of College and Career Readiness (CCR). The College and Career Readiness Mathematical Practice Scale (CCRMS) was designed to measure…
Descriptors: College Readiness, Career Readiness, Mathematics Instruction, Common Core State Standards