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Markauskaite, Lina; Kelly, Nick; Jacobson, Michael J. – Research in Science Education, 2020
This paper gives a grounded cognition account of model-based learning of complex scientific knowledge related to socio-scientific issues, such as climate change. It draws on the results from a study of high school students learning about the carbon cycle through computational agent-based models and investigates two questions: First, how do…
Descriptors: High School Students, Scientific Literacy, Climate, Science and Society
Wilkerson-Jerde, Michelle Hoda; Wilensky, Uri J. – Journal of the Learning Sciences, 2015
The learning sciences community has made significant progress in understanding how people think and learn about complex systems. But less is known about how people make sense of the quantitative patterns and mathematical formalisms often used to study these systems. In this article, we make a case for attending to and supporting connections…
Descriptors: Statistical Analysis, Behavior, Interviews, High School Students
Case, Catherine; Whitaker, Douglas – Mathematics Teacher, 2016
In the criminal justice system, defendants accused of a crime are presumed innocent until proven guilty. Statistical inference in any context is built on an analogous principle: The null hypothesis--often a hypothesis of "no difference" or "no effect"--is presumed true unless there is sufficient evidence against it. In this…
Descriptors: Mathematics Instruction, Technology Uses in Education, Educational Technology, Statistical Inference