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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
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Byeong-Young Cho; Hyounjin Ok; Jong-Yun Kim; Soohyun Seo; Ji-Youn Kim; Insuk Kim – AERA Online Paper Repository, 2017
While substantial progress has been made to describe the cognitive and social processes involved in digital literacies, few studies have examined affect aspects of digital literacies. In this presentation, we have a special interest in students' attitudes toward digital literacy practices as an important non-cognitive aspect that may (dis)engage…
Descriptors: Elementary School Students, Student Attitudes, Computer Literacy, Computer Attitudes
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Angeli, Charoula M.; Makridou, Eria – AERA Online Paper Repository, 2018
The paper examines how computational thinking can be taught to young children with the use of educational robotics using the kit LEGO WeDo. Computational thinking was measured in terms of four sub-skills, namely, sequencing, correspondence between actions and instructions, debugging, and flow of control. Students were assigned to an experimental…
Descriptors: Skill Development, Grade 3, Young Children, Elementary School Students