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Yildiz, Mustafa; Shi, Ran; Kara, Mehmet – Education and Information Technologies, 2022
Cluster randomized trials are frequently used in educational research for methodological reasons. This study aims to improve the efficiency of cluster randomized trials on computer/information literacy and computational thinking. The study employs a two-level hierarchical linear model to estimate: (1) intraclass correlation coefficients; (2) the…
Descriptors: Computer Science Education, Research Design, Educational Research, Randomized Controlled Trials
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Brunner, Martin; Keller, Ulrich; Wenger, Marina; Fischbach, Antoine; Lüdtke, Oliver – Journal of Research on Educational Effectiveness, 2018
To plan group-randomized trials where treatment conditions are assigned to schools, researchers need design parameters that provide information about between-school differences in outcomes as well as the amount of variance that can be explained by covariates at the student (L1) and school (L2) levels. Most previous research has offered these…
Descriptors: Academic Achievement, Student Motivation, Psychological Patterns, Learning Strategies