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English, Lyn D.; Watson, Jane M. – Journal for Research in Mathematics Education, 2016
The authors analyzed the development of 4th-grade students' understanding of the transition from experimental relative frequencies of outcomes to theoretical probabilities with a focus on the foundational statistical concepts of variation and expectation. After observing the decreasing variation from the theoretical probability as the sample size…
Descriptors: Elementary School Mathematics, Elementary School Students, Mathematical Concepts, Concept Formation
Harlow, Danielle B.; Swanson, Lauren H.; Nylund-Gibson, Karen; Truxler, Adam – Science Education, 2011
Understanding what children know is paramount to planning effective science instruction; however, in any classroom, the students hold a variety of ideas. Representing these differences in ways that also acknowledge the common trends among students might facilitate the process of differentiation. To exemplify one such possible process of…
Descriptors: Statistical Analysis, Science Instruction, Student Reaction, Age Differences