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Kang, Jina; Baker, Ryan; Feng, Zhang; Na, Chungsoo; Granville, Peter; Feldon, David F. – Instructional Science: An International Journal of the Learning Sciences, 2022
Threshold concepts are transformative elements of domain knowledge that enable those who attain them to engage domain tasks in a more sophisticated way. Existing research tends to focus on the identification of threshold concepts within undergraduate curricula as challenging concepts that prevent attainment of subsequent content until mastered.…
Descriptors: Fundamental Concepts, Bayesian Statistics, Learning Processes, Research Skills
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Choi, Kilchan; Seltzer, Michael – Journal of Educational and Behavioral Statistics, 2010
In studies of change in education and numerous other fields, interest often centers on how differences in the status of individuals at the start of a period of substantive interest relate to differences in subsequent change. In this article, the authors present a fully Bayesian approach to estimating three-level Hierarchical Models in which latent…
Descriptors: Simulation, Computation, Models, Bayesian Statistics