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Dynamic mental models in learning science: The importance of constructing derivational linkages among models
Author(s) -
Frederiksen John R.,
White Barbara Y.,
Gutwill Joshua
Publication year - 1999
Publication title -
journal of research in science teaching
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 3.067
H-Index - 131
eISSN - 1098-2736
pISSN - 0022-4308
DOI - 10.1002/(sici)1098-2736(199909)36:7<806::aid-tea5>3.0.co;2-2
Subject(s) - abstraction , embodied cognition , construct (python library) , computer science , science education , scientific modelling , mathematics education , mental model , concept learning , conceptual change , cognitive science , artificial intelligence , psychology , epistemology , programming language , philosophy
We present a theory of learning in science based on students deriving conceptual linkages among multiple models which represent physical phenomena at different levels of abstraction. The models vary in the primitive objects and interactions they incorporate and in the reasoning processes that are used in running them. Students derive linkages among models by running a model (embodied in an interactive computer simulation) and reflecting on its emergent behaviors. The emergent properties they identify in turn become the primitive elements of the more abstract, derived model. We describe and illustrate derivational links among three models for basic electricity: a particle model, an aggregate model, and an algebraic model. We then present results of an instructional experiment in which we compared high school students who were exposed to these model derivations with those who were not. In all other respects, both groups of students received identical instruction. The results demonstrate the importance of enabling students to construct derivational linkages among models, both with respect to their understanding of circuit theory and their ability to solve qualitative and quantitative circuit problems. © 1999 John Wiley & Sons, Inc. J Res Sci Teach 36: 806–836, 1999