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Grotzer, Tina A.; Solis, S. Lynneth; Tutwiler, M. Shane; Cuzzolino, Megan Powell – Instructional Science: An International Journal of the Learning Sciences, 2017
Understanding complex systems requires reasoning about causal relationships that behave or appear to behave probabilistically. Features such as distributed agency, large spatial scales, and time delays obscure co-variation relationships and complex interactions can result in non-deterministic relationships between causes and effects that are best…
Descriptors: Elementary School Students, Elementary School Science, Kindergarten, Grade 2
Murphy, Amanda; Terrizzi, Marissa; Cormas, Peter – Mathematics Teaching, 2012
"Probability is a difficult concept to teach, because children and adults find it counterintuitive." This is impetus to consider the detailed planning of a set of lessons with a "mixed", in many senses, group of fourth graders. Can the use of prior experience, and the knowledge associated with that experience, make probability a concept that is…
Descriptors: Probability, Grade 4, Mathematics Instruction, Prior Learning