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Shaffer, David Williamson; Collier, Wesley; Ruis, A. R. – Journal of Learning Analytics, 2016
This paper provides a tutorial on epistemic network analysis (ENA), a novel method for identifying and quantifying connections among elements in coded data and representing them in dynamic network models. Such models illustrate the structure of connections and measure the strength of association among elements in a network, and they quantify…
Descriptors: Epistemology, Network Analysis, Data Analysis, Coding
Simpson, Amber; Mokalled, Stefani; Ellenburg, Lou Ann; Che, S. Megan – Mathematics Teaching in the Middle School, 2014
In this article, the authors present a tool, the Cognitive Rigor Matrix (CRM; Hess et al. 2009), as a means to analyze and reflect on the type of questions posed by mathematics teachers. This tool is intended to promote and develop higher-order thinking and inquiry through the use of purposeful questions and mathematical tasks. The authors…
Descriptors: Teaching Methods, Questioning Techniques, Teacher Attitudes, Matrices
Shipman, B. A. – PRIMUS, 2012
Through a series of six guided classroom discoveries, students create, via targeted questions, a definition for deciding when two sets have the same cardinality. The program begins by developing basic facts about cardinalities of finite sets. Extending two of these facts to infinite sets yields two statements on comparing infinite cardinalities…
Descriptors: Cognitive Processes, Multidimensional Scaling, Matrices, Questioning Techniques
Leutgeb, Stefan; Leutgeb, Jill K. – Learning & Memory, 2007
The hippocampal CA3 subregion is critical for rapidly encoding new memories, which suggests that neuronal computations are implemented in its circuitry that cannot be performed elsewhere in the hippocampus or in the neocortex. Recording studies show that CA3 cells are bound to a large degree to a spatial coordinate system, while CA1 cells can…
Descriptors: Matrices, Memory, Brain, Brain Hemisphere Functions
Hess, Karin K.; Jones, Ben S.; Carlock, Dennis; Walkup, John R. – Online Submission, 2009
To teach the rigorous skills and knowledge students need to succeed in future college-entry courses and workforce training programs, education stakeholders have increasingly called for more rigorous curricula, instruction, and assessments. Identifying the critical attributes of rigor and measuring its appearance in curricular materials is…
Descriptors: Educational Objectives, Classification, Matrices, Curriculum Development

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