ThinkerTools: Causal Models, Conceptual Change, and Science Education

Many cognitive and educational theorists believe that a prerequisite to learning physics is the attainment of the Piagetian developmental stage formal operational thinking. According to this view, attempts to teach children about the content and form of physical theories are doomed to failure. We argue that this is not the case. Children can learn basic physical concepts and models, given appropriately designed instruction. Furthermore, physical theories are a good domain for teaching children about the nature of scientific knowledge: its form, its evolution, and its application. This article describes an approach that enables sixth graders (i.e., 11- and 12-year-olds) to develop a conceptual model that embodies the principles underlying Newtonian mechanics, and to apply their model in making predictions, solving problems, and generating explanations. The students' learning centers around problem solving and experimentation with a series of computer microworlds (i.e., a set of interactive simulations and ...

[1]  L. Vygotsky,et al.  Thought and Language , 1963 .

[2]  T. Kuhn,et al.  The Structure of Scientific Revolutions , 1963 .

[3]  B. Inhelder,et al.  If you want to get ahead, get a theory , 1975, Cognition.

[4]  R. Glaser Advances in Instructional Psychology , 1978 .

[5]  L. Viennot Spontaneous Reasoning in Elementary Dynamics. , 1979 .

[6]  Dorothea P. Simon,et al.  Expert and Novice Performance in Solving Physics Problems , 1980, Science.

[7]  Paul J. Feltovich,et al.  Categorization and Representation of Physics Problems by Experts and Novices , 1981, Cogn. Sci..

[8]  John J. Clement,et al.  Solving Problems With Formulas: Some Limitations. , 1981 .

[9]  L. McDermott,et al.  Investigation of student understanding of the concept of acceleration in one dimension , 1981 .

[10]  Ann L. Brown,et al.  Advances in developmental psychology , 1981 .

[11]  Michael Shayer,et al.  Towards a science of science teaching , 1981 .

[12]  A. Caramazza,et al.  Naive beliefs in “sophisticated” subjects: misconceptions about trajectories of objects , 1981, Cognition.

[13]  Andrea A. diSessa,et al.  Unlearning Aristotelian Physics: A Study of Knowledge-Based Learning , 1982, Cogn. Sci..

[14]  L. E. Klopfer,et al.  Cognitive research and the design of science instruction , 1982 .

[15]  M. McCloskey Naive Theories of Motion. , 1982 .

[16]  Barbara Y. White,et al.  Sources of Difficulty in Understanding Newtonian Dynamics , 1983, Cogn. Sci..

[17]  John J. Clement,et al.  A conceptual model discussed by Galileo and used intuitively by physics students , 1983 .

[18]  L. Resnick,et al.  Mathematics and Science Learning: A New Conception , 1983, Science.

[19]  D. Gentner Mental Models , 1983 .

[20]  L. McDermott Research on conceptual understanding in mechanics , 1984 .

[21]  Benjamin Kuipers,et al.  Commonsense Reasoning about Causality: Deriving Behavior from Structure , 1984, Artif. Intell..

[22]  Johan de Kleer,et al.  How Circuits Work , 1984, Artif. Intell..

[23]  R. Glaser Education and Thinking: The Role of Knowledge. , 1984 .

[24]  Kenneth D. Forbus Qualitative Process Theory , 1984, Artif. Intell..

[25]  Ann L. Brown,et al.  Reciprocal Teaching of Comprehension-Fostering and Comprehension-Monitoring Activities , 1984 .

[26]  D. Bobrow Qualitative Reasoning about Physical Systems , 1985 .

[27]  Stellan Ohlsson Sense and Reference in the Design of Interactive Illustrations for Rational Numbers. , 1986 .

[28]  M. Lampert Knowing, doing, and teaching multiplication , 1986 .

[29]  Herbert P. Ginsburg,et al.  Understanding, Motivation, and Teaching: Comment on Lampert's "Knowing, Doing, and Teaching Multiplication" , 1986 .

[30]  S. Carey Cognitive science and science education. , 1986 .

[31]  Allan Collins,et al.  THE COMPUTER AS A TOOL FOR LEARNING THROUGH REFLECTION , 1986 .

[32]  R. Thornton,et al.  Tools for scientific thinking-microcomputer-based laboratories for physics teaching , 1987 .

[33]  D. Gentner,et al.  Cultural models in language and thought: How people construct mental models , 1987 .

[34]  Susan E. Newman,et al.  Cognitive Apprenticeship: Teaching the Craft of Reading, Writing, and Mathematics. Technical Report No. 403. , 1987 .

[35]  Frederick Reif,et al.  Interpretation of scientific or mathematical concepts: Cognitive issues and instructional implications ** , 1987 .

[36]  Marianne Wiser,et al.  The Differentiation of Heat and Temperature: An Evaluation of the Effect of Microcomputer Models on Students' Misconceptions. , 1988 .

[37]  Heinz Mandl,et al.  Learning Issues for Intelligent Tutoring Systems , 1988, Cognitive Science.

[38]  P. Ramsden Improving Learning: New Perspectives , 1988 .

[39]  D. Kuhn,et al.  The development of scientific thinking skills , 1988 .

[40]  Ann L. Brown,et al.  Preschool children can learn to transfer: Learning to learn and learning from example , 1988, Cognitive Psychology.

[41]  P. Feltovich,et al.  The nature of conceptual understanding in biomedicine : the deep structure of complex ideas and the development of misconceptions , 1988 .

[42]  J. Schwartz Intellectual Mirrors: A Step in the Direction of Making Schools Knowledge-Making Places , 1989 .

[43]  L. Resnick,et al.  Knowing, Learning, and Instruction , 2018 .

[44]  K. Holyoak,et al.  Interdomain Transfer Between Isomorphic Topics in Algebra and Physics , 1989 .

[45]  Ellen B. Mandinach,et al.  Model-Building and the Use of Computer Simulation of Dynamic Systems , 1989 .

[46]  Susan Carey,et al.  `An experiment is when you try it and see if it works': a study of grade 7 students' understanding of the construction of scientific knowledge , 1989 .

[47]  Barbara Y. White,et al.  Causal Model Progressions as a Foundation for Intelligent Learning Environments , 1990, Artif. Intell..

[48]  Ann L. Brown,et al.  Communities of Learning and Thinking, or A Context by Any Other Name , 1990 .

[49]  Jill H. Larkin,et al.  Cognition in Scientific and Everyday Domains: Comparison and Learning Implications. , 1991 .

[50]  D. Perkins,et al.  Informal reasoning and education , 1991 .

[51]  M. Scardamalia,et al.  Higher Levels of Agency for Children in Knowledge Building: A Challenge for the Design of New Knowledge Media , 1991 .

[52]  A. Schoenfeld On mathematics as sense-making: An informal attack on the unfortunate divorce of formal and informal mathematics. , 1991 .

[53]  Barbara Y. White,et al.  Mental Models and Understanding: A Problem for Science Education , 1992 .

[54]  Frederick Reif,et al.  Cognition for Interpreting Scientific Concepts: A Study of Acceleration , 1992 .

[55]  Ann S. Rosebery,et al.  Appropriating Scientific Discourse: Findings from Language Minority Classrooms. , 1992 .

[56]  Roy Leitch,et al.  A Learning Environment Based on Multiple Qualitative Models , 1992, Intelligent Tutoring Systems.

[57]  Michel Caillot Learning electricity and electronics with advanced educational technology , 1993 .

[58]  Marcia C. Linn,et al.  Using Technology to Teach Thermodynamics: Achieving Integrated Understanding , 1993 .

[59]  David Hammer,et al.  Epistemological Beliefs in Introductory Physics , 1994 .

[60]  Ann L. Brown,et al.  Guided, Cooperative Learning and Individual Knowledge Acquisition , 2018, Knowing, Learning, and Instruction.