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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
Chang, Hsin-Yi; Linn, Marcia C. – Journal of Research in Science Teaching, 2013
Powerful online visualizations can make unobservable scientific phenomena visible and improve student understanding. Instead, they often confuse or mislead students. To clarify the impact of molecular visualizations for middle school students we explored three design variations implemented in a Web-based Inquiry Science Environment (WISE) unit on…
Descriptors: Scaffolding (Teaching Technique), Science Education, Visualization, Middle School Students
Investigations of a Complex, Realistic Task: Intentional, Unsystematic, and Exhaustive Experimenters
McElhaney, Kevin W.; Linn, Marcia C. – Journal of Research in Science Teaching, 2011
This study examines how students' experimentation with a virtual environment contributes to their understanding of a complex, realistic inquiry problem. We designed a week-long, technology-enhanced inquiry unit on car collisions. The unit uses new technologies to log students' experimentation choices. Physics students (n = 148) in six diverse high…
Descriptors: Investigations, Rhetoric, Pretests Posttests, Physics
Linn, Marcia C. – 1988
Research offers important suggestions concerning science curriculum design, and real-time data collection technology offers great opportunities. This paper discusses how recent increases in understanding the nature of the learner and the process of instruction combined with recent advances in technology might lead to improved science instruction.…
Descriptors: Computer Assisted Instruction, Curriculum Design, Epistemology, Instructional Design

Linn, Marcia C. – 1979
This document discusses the relation between adolescents' expertise (their informational background, which can be accurate or inaccurate, about a particular task or subject) and their formal operational reasoning, and reports the results of three studies of the effects of children's expertise on reasoning. In Study I, adolescents from a rural…
Descriptors: Abstract Reasoning, Adolescents, Background, Developmental Stages

Linn, Marcia C.; Rice, Marian – Journal of Educational Measurement, 1979
The Springs task, an individually administered measure of ability to criticize and control experiments, is described. The task has characteristics similar to Inhelder and Piaget's Bending Rods task; it yields scores on naming variables, controlling variables, and analyzing experiments. (See also RIE: ED 163 092.) (JKS)
Descriptors: Cognitive Processes, Cognitive Tests, Critical Thinking, Developmental Stages

Linn, Marcia C.; Eylon, Bat-Sheva – Journal of Science Education and Technology, 2000
Contrasts spontaneous and reflective knowledge integration instruction delivered using a computer learning environment to enhance understanding of displaced volume. Distinguishes the impact of instruction on students who believed scientific phenomena are governed by principles (cohesive beliefs) versus students who believed that science is a…
Descriptors: Animation, Attitudes, Computer Software, Evaluation
Linn, Marcia C.; Levine, David I. – 1976
A developmental investigation of the ability to control variables was conducted. One or two logically similar physics problems were individually administered to 120 subjects age 12 to 14. The problems involved either familiar or unfamiliar variables. Each problem was presented in three different informational formats. Success on the problems in…
Descriptors: Cognitive Development, Cognitive Processes, Educational Research, Elementary School Science