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Matuk, Camillia; Zhang, Jiayuan; Uk, Irina; Linn, Marcia C. – Journal of Research in Science Teaching, 2019
Inquiry instruction often neglects graphing. It gives students few opportunities to develop the knowledge and skills necessary to take advantage of graphs, and which are called for by current science education standards. Yet, it is not well known how to support graphing skills, particularly within middle school science inquiry contexts. Using…
Descriptors: Graphs, Inquiry, Middle School Students, Student Attitudes
Boda, Phillip A.; Bathia, Shruti; Linn, Marcia C. – Journal of Research in Science Teaching, 2021
Integrating sophisticated graphical analysis skills as they learn science is essential for K-12 students and emphasized in current standards. In this study, we iteratively designed a Graphing Integration Inventory (GII) over a three-year period, while also supporting students to develop their capabilities to use graphs to learn science content in…
Descriptors: Middle School Students, Graphs, Teaching Methods, Science Instruction
Vitale, Jonathan M.; Applebaum, Lauren; Linn, Marcia C. – Cognition and Instruction, 2019
Graphs illustrating complex scientific relationships require students to integrate multiple concepts and visual features into a coherent understanding. We investigate ways to support students in integrating their understanding of density concepts through a graph that is linked to a simulation depicting the relationship between mass, volume, and…
Descriptors: Graphs, Scientific Concepts, Concept Formation, Grade 8
Lai, Kevin; Cabrera, Julio; Vitale, Jonathan M.; Madhok, Jacquie; Tinker, Robert; Linn, Marcia C. – Journal of Science Education and Technology, 2016
Interpreting and creating graphs plays a critical role in scientific practice. The K-12 Next Generation Science Standards call for students to use graphs for scientific modeling, reasoning, and communication. To measure progress on this dimension, we need valid and reliable measures of graph understanding in science. In this research, we designed…
Descriptors: Middle School Students, Secondary School Science, Science Instruction, Graphs

Linn, Marcia C.; Songer, Nancy Butler – Journal of Research in Science Teaching, 1991
When comparing performances across four versions of Computer as Lab Partner curriculum, increases in understanding were found when students predicted outcomes and reconciled results, and students used a heat-flow model of thermodynamics to integrate their experimental results. Argued is that curriculum must explicitly motivate students to…
Descriptors: Cognitive Development, Computer Assisted Instruction, Concept Formation, Graphs