Abstract
COGNITIVE TOOLS are computer-based applications that are normally used as productivity software. However, these applications may also function as knowledge representation formalisms that require learners to think critically when using them to represent content being studied or what they already know about a subject. Applications such as databases, spreadsheets, semantic networks, expert systems, multimedia/hypermedia construction, can function as computer-based cognitive tools that function as intellectual partners with learners to expand and even amplify their thinking, thereby changing the role of learners in college classrooms to knowledge constructors rather than information reproducers. Cognitive tools are examples of learningwith technologies rather thanfrom them.
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References
Adams, A.G. & Kroch, E. (1989). The computer in the teaching of economics.Journal of Economic Education, 20 (3), 269–280.
Blickensderfer, R. (1990). Learning chemical kinetics with spreadsheets.Journal of Computers in Mathematics and Science Teaching, 9(4), 35–43.
Briscoe, C. & LeMaster, S.U. (1991). Meaningful learning in college biology through concept mapping.American Biology Teacher, 53(4), 214–219.
Brosnan, T. (1990). Using spreadsheets in the teaching of chemistry: 2 more ideas and some limitations.SSR, 71(256), 53–59.
Carver, S.M., Lehrer, R., Connell, T., & Ericksen, J. (1992). Learning by hypermedia design: Issues of assessment and implementation.Educational Psychologist, 27(3), 385–404.
Cashien, P. (1990). Spreadsheet investigations in economics teaching.Economics, 26(2), 73–84.
Crisci, G. (1992, January). Play the market!Instructor, 101(5), 68–69.
Davis, N.T. (1990). Using concept mapping to assist prospective elementary teachers in making meaning.Journal of Science Teacher Education, 11(4) 66–69.
Derry, S.J. (1990).Flexible cognitive tools for problem solving instruction.Paper presented at the annual meeting of the American Educational Research Association, Boston, MA, April 16–20.
Derry, S.J., & LaJoie, S.P. (1993). A middle camp for (un)intelligent instructional computing: An introduction. In S.P. LaJoie & S.J. Derry (Eds.),Computers as cognitive tools (pp. 1–14). Hillsdale, NJ: Lawrence Erlbaum Associates.
Duffy, T.M. & Jonassen, D.H. (1992). Constructivism: New implications for instructional technology. In T.M. Duffy & D.H. Jonassen (Eds.),Constructivism and the technology of instruction: A conversation (pp. 1–16). Hillsdale, NJ: Lawrence Erlbaum Associates.
Edwards, N.T. & Bitter, B.G. (1989, October). Changing variables using spreadsheet templates.Arithmetic Teacher, 37(2), 40–4.
Fisher, K.M. (1990). Semantic networking: New kid on the block.Journal of Research in Science Teaching, 27(10), 1001–1018.
Fisher, K.M. (1992). SemNet: A tool for personal knowledge construction. In P. Kommers, D. Jonassen, & T. Mayes (Eds.),Cognitive tools for learning. (pp. 63–76). Berlin: Springer-Verlag.
Fisher, K.M., Faletti, J., Patterson, H., Thornton, R., Lipson, J., & Spring, C. (1990). Computer assisted concept mapping.Journal of College Science Teaching, 19(6), 347–352.
Goldsmith, T.E., Johnson, P.J., & Acton, W.H. (1991). Assessing structural knowledge.Journal of Educational Psychology, 83, 88–96.
Goodfellow, T. (1990). Spreadsheets: Powerful tools in science education.SSR, 71(257), 47–57.
Grabinger, R.S., Wilson, B.G. & Jonassen, D.H. (1990).Designing expert systems for education. New York: Praeger.
Hays, K.E., Weingard, P., Guzdial, M., Jackson, S., Boyle, R.A., & Soloway, E. (1993, June).Students as multimedia authors.Paper presented at the Ed Media conference, Orlando, FL.
Jonassen, D.H. (1987). Assessing cognitive structure: Verifying a method using pattern notes.Journal of Research and Development in Education, 20(3), 1–14.
Jonassen, D.H. (1991). Objectivism vs. constructivism: Do we nee a philosophical paradigm shift? Educational Technology: Research and Development,39(3).
Jonassen, D.H. (1993). Changes in knowledge structures from building semantic net versus production rule representations of subject content.Journal of Computer Based Instruction, 20(4), 99–106.
Jonassen, D.H. (in press).Mindtools for schools.New York: Macmillan.
Jonassen, D.H., Beissner, K., & Yacci, M.A. (1993).Structural knowledge: Techniques for representing, assessing, and acquiring structural knowledge. Hillsdale, NJ: Lawrence Erlbaum Associates.
Jonassen, D.H. & Grabinger, R.S. (1993). Applications of hypertext: Technologies for higher education.Journal of Computing in Higher Education, 4(2), 12–42.
Jonassen, D.H., Wilson, B.G., Wang, S., & Grabinger, R.S. (in press). Constructivistic uses of expert systems to support learning.Journal of Computer Based Instruction,20(3),86–94.
Karake, Z.A. Enhancing the learning process with expert systems.Computers and Education,14(6),495–503.
Kari, R. (1990). Spreadsheets in advanced physical chemistry.Journal of Computers in Mathematics and Science Teaching, 10(1), 39–48.
Karlin, M. (1988, February). Beyond distance=rate * time.The Computing Teacher,20–23.
Knox-Quinn, C. (1992, April).Student construction of expert systems in the classroom.Paper presented at the annual meeting of the American Educational Research Association, San Francisco, CA
Kommers, P.A.M. (1989).Textvision. Eschede, Netherlands: University of Twente, Educational Instrumentation Department.
Kommers, P., Jonassen, D. H. & Mayes T. (Eds.),Cognitive tools for learning.Heidelberg FRG: Springer-Verlag.
Kozma, R.B. (1987). The implications of cognitive psychology for computer-based learning tools.Educational Technology,(11), 20–24.
Kozma, R.B. (1992). Constructing knowledge with learning tool. In P. Kommers, D. Jonassen, & T. Mayes (Eds.),Cognitive tools for learning (pp. 23–32). Berlin: Springer-Verlag.
Krieger, M.E. & Stith, J.H. (1990, September). Spreadsheets in the physics laboratory.The Physics Teacher,378–384.
Lai, K.W. (1989, March).Acquiring expertise and cognitive skills in the process of constructing an expert system: A preliminary study.Paper presented at the annual meeting of the American Educational Research Association, San Francisco, CA (ERIC Document No. ED 312986)
Lehrer, R.. (1993). Authors of knowledge: Patterns of hypermedia design. In S.P. LaJoie & S.J. Derry (Eds.),Computers as cognitive tools. Hillsdale, NJ: Lawrence Erlbaum.
Lippert, R. C. (1988). An expert system shell to teach problem solving.Tech Trends, 33(2), 22–26.
Lippert, R. & Finley, F. (1988, April).Student’s refinement of knowledge during the development of knowledge bases for expert systems.Paper presented at the annual meeting of the National Association for Research in Science Teaching, Lake of the Ozarks, MO. (ERIC Document No. ED 293872)
Mansfield, H. & Happs, J. (1991). Concept maps.Australian Mathematics Teacher, 47(3), 30–33.
Mikulecky, L. (1988).Development of interactive computer programs to help students transfer basic skills to college level science and behavioral sciences courses. Bloomington IN: Indiana University.
Misovich., M. & Biasca, K. (990). The power of spreadsheets in a mass and energy balances course.Chemical Engineering Education,24,46–50.
National Curriculum Commission (1990).Technology in the national curriculum,50–81.London,NCC.
Parker, J. & Widmer, C.C. (1991, September). Teaching mathematics with technology.Arithmetic Teacher, 39 (1), 38–41.
Pea, R.D. (1985). Beyond amplification: Using the computer to reorganize mental functioning.Educational Psychologist, 20 (4), 167–182.
Perkins, D.N. (1986).Knowledge as design. Hillsdale, NJ: Lawrence Erlbaum.
Perkins, D.N. (1993). Person-plus: A distributed view of thinking and learning. In G. Salomon (Ed.),Distributed cognitions.: Psychological and educational considerations (pp. 88–110). Cambridge: Cambridge University Press.
Pinter-Licke, C. (1992). Rootfinding with a spreadsheet in pre-calculus.Journal of Computers in Mathematics and Science Teaching, 11, 85–93.
Pon, K. (1984). Databasing in the elementary (and secondary) classroom.Computing Teacher, 12(3), 28–30.
Ramondetta, J. (1992, April/May). Learning from lunchroom trash.Learning 92, 59.
Rooze, G.E. (1988–89). Developing thinking using databases: What’s really involved?Michigan Social Studies Journal, 3(1), 25–26.
Rudnicki, R. (1990). Using spreadsheets in population geography classes.Journal of Geography, 89(3), 118–122.
Saleem, N. & Azad, A.N. (1992). Expert systems as a statistics tutor on call.Journal of Computers in Mathematics and Science Teaching, 11, 179–191.
Salomon, G. (1993). On the nature of pedagogic computer tools. The case of the wiring partner. In S.P. LaJoie & S.J. Derry (Eds.),Computers as cognitive tools (pp. 179–196). Hillsdale, NJ: Lawrence Erlbaum Associates.
Salomon, G., Perkins, D.N., & Globerson, T. (1991). Partners in cognition: Extending human intelligence with intelligent technologies.Educational Researcher, 20(3), 2–9.
Schlenker, R.M. & Yoshida, S.J. (1991, February). A clever lever endeavor; You can’t beat the spreadsheet.The Science Teacher,36–39.
Schreiber, D.A. & Abegg, G.L. (1991, April).Scoring student-generated concept maps in introductory college chemistry.Paper presented at the annual meeting of National Association for Research in Science Teaching, Lake Geneva, WI.
Sgroi, R.J. (1992, March). Systematizing trial and error using spreadsheets.Arithmetic Teacher,8–12.
Sigismondi, L.A. & Calise, C. (1990). Integrating basic computer skills into science classes: Analysis of ecological data.The American Biology Teacher, 52 (5), 296–301.
Sounderpandian, J. (1989). Decision analysis using spreadsheets.Collegiate Microcomputer, 7(2), 157–163.
Spoehr, K.T. (1992, April).Using hypermedia to clarify conceptual structures: Illustrations from history and literature.Paper presented at the annual meeting of the American Educational Research Association, San Francisco, CA.
Spoehr, K.T. (1993, April).Profiles of hypermedia authors: How students learn by doing.Paper presented at the annual meeting of the American Educational Research Association, Atlanta, GA.
Spoehr, K.T. (in press). Enhancing the acquisition of conceptual structures through hypermedia. In K. McGilly (Ed.),Classroom lessons: Integrating cognitive theory and classroom practice.Cambridge, MA: Bradford Books.
Spoehr, K.T., & Shapiro, A. (1991, April).Learning from hypermedia: Making sense of a multiply linked database.Paper presented at the annual meeting of the American Educational Research Association, Chicago, IL.
Starfield, A. M., Smith, K. A., & Bleloch, A. L. (1990).How to model it:Problem solving for the computer age. New York: McGraw-Hill.
Tennyson, R.D. & Christensen, D.L. (1991). Automating instructional systems development.Proceedings of selected research presentations at the annual convention of the Association for Educational Communications and Technology.(ERIC Document No. ED 335018)
Trollip, S., Lippert, R., Starfield, A., & Smith, K. A. (1992). Building knowledge bases: An environment for making cognitive connections. In P. Kommers, D.H. Jonassen, & T. Mayes (Eds.),Cognitive tools for learning. (pp. 105–124). Heidelberg FRG: Springer-Verlag.
Verderber, N.L. (1990). Spreadsheets and problem solving with AppleWorks in mathematics teaching.Journal of Computers in Mathematics and Science Teaching, 9 (3), 45–51.
Vockell, E. & van Deusen, R.M. (1989).The computer and higher-order thinking skills. Watsonville, CA: Mitchell Publishing.
Watkins, W. & Taylor, M. (1989). A spreadsheet in the mathematics classroom.Collegiate Microcomputer, 7(3), 233–239.
Watson, J., & Strudler, N. (1988–89). Teaching higher order thinking skills with databases.Computing Teacher, 16(4), 47–50,55.
Whitmer, J.C. (1990, October). Modeling the Milky Way.The Science Teacher,19–21.
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ABOUT THE AUTHOR
David Jonassen is professor and head of the Instructional Systems Program at The Pennsylvania State University. He has formerly held posts at the University of Colorado and the University of North Carolina at Greensboro. He is the author or editor of 15 books and numerous professional papers on instructional design. computer applications, hypermedia, and knowledge representation.
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Jonassen, D.H. Computers as cognitive tools: Learningwith technology, notfrom technology. J. Comput. High. Educ. 6, 40–73 (1995). https://doi.org/10.1007/BF02941038
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DOI: https://doi.org/10.1007/BF02941038