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Using Cognitive Tools to Represent Problems
Abstract
The premise of this paper is that the key to problem solving is adequately representing the problem to be solved. Most research has focused on how problems are (re)presented to learners. The assumption that those external representations naturally map onto learners’ internal representations of problems has not been confirmed. New research has examined the role of tools for externalizing learners’ internal representations. Descriptions of how three kinds of cognitive tools—semantic networks, expert systems, and systems modeling tools—can be used to externalize learner’s internal representations are provided. Research is needed to study the efficacy of these tools for supporting problem solving.
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Cites
Cognition in Practice: Mind, Mathematics and Culture in Everyday Life
Lave, J. (1988) · doi:10.1017/cbo9780511609268 · Cited by 5,148
Schema induction and analogical transfer
Gick, M. L., & Holyoak, K. J. (1983) · Cognitive Psychology · doi:10.1016/0010-0285(83)90002-6 · Cited by 3,010
Gick, M. L., & Holyoak, K. J. (1980) · Cognitive Psychology · doi:10.1016/0010-0285(80)90013-4 · Cited by 2,552
Welch (1986) · doi:10.1002/(issn)1098-2736 · Cited by 1,666
Representations in Distributed Cognitive Tasks
Zhang, J., & Norman, D. A. (1994) · Cognitive Science · doi:10.1207/s15516709cog1801_3 · Cited by 1,203
Research works printed but not linked: 58
- Adams-Webber J., 1995, Journal of Constructivist Psychology, 8, 237, 10.1080/10720539508410806 · DOI
- Anderson J. R., 1983, The architecture of cognition.
- Bodner G. M., 1986, Journal of Research in Science Teaching, 23, 727, 10.1002/tea.3660230807 · DOI
- Carroll J.M., 1980, British Journal of Psychology, 71, 143, 10.1111/j.2044-8295.1980.tb02740.x · DOI
- Chi M. T. H., 1991, Knowing, learning, and instruction: Essays in honor of Robert Glaser, 251
- Chi M. T. H., 1981, Cognitive Science, 5, 121, 10.1207/s15516709cog0502_2 · DOI · Paper page
- Chipman S. F., 1985, Thinking and learning skills
- Cho K. L., 2002, Educational Technology: Research & Development, 50, 5
- Cognition and Technology Group at Vanderbilt, 1992, Philosophy of science, cognitive psychology, and educational theory and practice, 244
- de Jong T., 1991, Learning and Instruction, 1, 289, 10.1016/0959-4752(91)90010-6 · DOI
- Dunkle M. E., 1995, Cognitive processes in well-defined and ill-defined problem solving.
- Fu X., 1995, European Journal of Cognitive Psychology, 7, 261, 10.1080/09541449508402449 · DOI
- Gagne R.M., 1985, Conditions of learning
- Goldschmidt G., 1989, The Journal of Architectural and Planning Research, 6, 204
- Hegarty M., 1995, Journal of Educational Psychology, 87, 18, 10.1037/0022-0663.87.1.18 · doi:10.1037/0022-0663.87.1.18 · Paper page
- Hong N. S., Journal of Research in Science Teaching.
- Jonassen D. H., 2000, Computers as Mindtools in schools: Engaging critical thinking.
- Jonassen D. H., 1993, Structural knowledge: Techniques for representing, conveying, and acquiring structural knowledge.
- Jonassen D. H., 1996, Computers as cognitive tools: Mindtools for critical thinking.
- Jonassen D. H., Educational Psychology Review.
- Jonassen D. H., 1999, Educational Technology, 39, 37
- Jonassen D. H, 2001, Educational Technology: Research and Development, 49, 35
- Jones D. R., 1995, Organizational Behavior and Human Decision Processes, 61, 214, 10.1006/obhd.1995.1017 · DOI
- Kitchner K. S., 1983, Human Development, 26, 222, 10.1159/000272885 · DOI · Paper page
- Kleinmutz D. N., 1993, Psychological Science, 4, 221, 10.1111/j.1467-9280.1993.tb00265.x · DOI · Paper page
- Kotovsky K., 1989, Complex information processing: The impact of Herbert A. Simon, 60
- Lamberti D. M., 1989, International Journal of Man-Machine Studies, 31, 27, 10.1016/0020-7373(89)90031-X · DOI
- Larkin J. H., 1983, Mental models, 75
- Larkin J. H., 1985, Thinking and learning skills (Vol. 2): Research and open questions, 141
- Lippert R., 1987, School Science and Mathematics, 87, 407, 10.1111/j.1949-8594.1987.tb11735.x · doi:10.1111/j.1949-8594.1987.tb11735.x
- Mayer R. E., 1976, Memory & Cognition, 4, 249, 10.3758/BF03213171 · DOI
- Mayer R. E., 1992, The nature and origin of mathematical skills.
- Mazur E., 1997, Peer instruction.
- McGuinness C., 1986, Memory & Cognition, 14, 270, 10.3758/BF03197703 · DOI
- Meacham J. A., 1989, Everyday problem solving: Theory and applications, 7
- Nickerson R. S., 1985, The teaching of thinking.
- Ploetzner R., 1993, Multiple mental representations of information in physics problems.
- Ploetzner R., 1998, Interactive Learning Environments, 5, 95, 10.1080/1049482980050107 · DOI
- Ploetzner R., 1999, Journal of the Learning Sciences, 8, 214, 10.1207/s15327809jls0802_1 · DOI
- Polich J.M., 1974, Memory & Cognition, 2, 683, 10.3758/BF03198139 · DOI
- Potts G.R., 1975, Journal of Verbal Learning & Verbal Behavior, 14, 452, 10.1016/S0022-5371(75)80023-5 · DOI
- Reed S.K., 1987, Journal of Experimental Psychology: Learning, Memory, and Cognition, 13, 124
- Reimann P., 1989, Human and machine problem solving, 161, 10.1007/978-1-4684-8015-3_7 · DOI
- Rogoff B., 1984, Everyday cognition: Its development in social context.
- Salomon G., 1988, Journal of Educational Computing Research, 4, 123, 10.2190/4LU7-VW23-EGB1-AW5G · DOI
- Savelsbergh E.R., 1998, Physics learning with a computer algebra system: Towards a learning environment that promotes enhanced problem representations.
- Schkade D.A., 1994, Organizational Behavior and Human Decision Processes, 57, 319, 10.1006/obhd.1994.1018 · DOI
- Schwartz S. H., 1971, Journal of Experimental Psychology, 91, 347, 10.1037/h0031856 · DOI
- Schwartz S. H., 1973, Journal of Experimental Psychology, 95, 343, 10.1037/h0033669 · doi:10.1037/h0033669
- Simon D. P., 1978, Handbook of learning and cognitive process.
- Sweller J., 1994, Cognition and Instruction, 12, 185, 10.1207/s1532690xci1203_1 · DOI · Paper page
- Simon D. P., 1978, Handbook of learning and cognitive process.
- Singly M. K., 1989, The transfer of cognitive skill.
- Slack S., 1990, Journal of Biological Education, 23, 308, 10.1080/00219266.1989.9655087 · doi:10.1080/00219266.1989.9655087
- Spitulnik J., 1995, Proceedings of Computer Support for Collaborative Learning.
- Starfield A. M., 1990, How to model it: Problem solving for the computer age.
- Wood P. K., 1983, Human Development, 26, 249, 10.1159/000272887 · DOI
- Zhang J., 1997, Cognitive Science, 21, 179, 10.1207/s15516709cog2102_3 · doi:10.1207/s15516709cog2102_3 · Paper page
Cited by
A Framework for Designing Scaffolds That Improve Motivation and Cognition
Belland, B. R., Kim, C., & Hannafin, M. J. (2013) · Educational Psychologist · doi:10.1080/00461520.2013.838920 · Cited by 306
An integrated patient journey mapping tool for embedding quality in healthcare service reform
McCarthy, S., O’Raghallaigh, P., Woodworth, S., Lim, Y. L., Kenny, L. C., & Adam, F. (2016) · Journal of Decision Systems · doi:10.1080/12460125.2016.1187394 · Cited by 209
Western University, Sedig, K., Parsons, P., & Western University (2013) · AIS Transactions on Human-Computer Interaction · doi:10.17705/1thci.00055 · Cited by 145
(2008) · Cited by 109
Collis, B., & Margaryan, A. (2004) · Educational Technology Research and Development · doi:10.1007/bf02504717 · Cited by 79
Metadata
- Authors
- Jonassen, D.
- Venue
- Journal of Research on Technology in Education
- Publisher
- Informa UK Limited
- Published
- 2003-03
- Volume
- 35
- Issue
- 3
- Pages
- 362-381
- ISSN
- 1539-1523 (ISSN-L)
- 1945-0818
- OpenAlex
- W2031312047
- Cited by
- 285
- References
- 5
- FWCI
- 17.60
- Type
- journal article
- Language
- en
- Open access
- closed
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