Skip to main content
Log in

Towards an idea-centered, principle-based design approach to support learning as knowledge creation

  • Research Article
  • Published:
Educational Technology Research and Development Aims and scope Submit manuscript

Abstract

While the importance of viewing learning as knowledge creation is gradually recognized (Paavola et al. Computer-supported collaborative learning: foundations for a CSCL community 2002; Rev Educ Res 74:557–576 2004), an important question remains to be answered—what represents an effective instructional design to support collaborative creative learning? This paper argues for the need to move away from efficiency-oriented instructional design to innovation-oriented instructional design if learning as knowledge creation is to be pursued as an important instructional goal. The rationale in support of this argument is discussed from four different theoretical perspectives and an idea-centered, principle-based design approach as an example is proposed for discussion.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

Notes

  1. Throughout this article, knowledge creation is conceptualized not so much from an outcome perspective but from a process perspective. As argued by Amabile (1983), if learners are not following a well-known path to solution, but instead are attempting to create the path to the solution, they are engaged in a creative process. As such, it does not really matter whether the knowledge created is genuinely new to a discipline (e.g. a new scientific theory) or only new to the learners’ immediate community (see also Beghetto and Kaufman 2007); the learners are still engaging in knowledge creation.

References

  • Amabile, T. M. (1983). The social psychology of creativity: A componential conceptualization. Journal of Personality and Social Psychology, 45(2), 357–376.

    Google Scholar 

  • Anderson, J. R. (2000). Cognitive psychology and its implications (5th ed.). New York: Worth.

    Google Scholar 

  • Aronson, E., & Patnoe, S. (1997). The jigsaw classroom. New York: Longman.

    Google Scholar 

  • Barab, S. A., Cherkes-Julkowski, M., Swenson, R., Garrett, S., Shaw, R. E., & Young, M. (1999). Principles of self-organization. The Journal of Learning Sciences, 8(3/4), 349–390.

    Article  Google Scholar 

  • Barron, B. J., Schwartz, D. L., Vye, N. J., Moore, A., Petrosino, A., Zech, L., et al. (1998). Doing with understanding: Lessons from research on problem and project-based learning. The Journal of the Learning Sciences, 7(3/4), 271–311.

    Article  Google Scholar 

  • Beghetto, R. A., & Kaufman, J. C. (2007). Toward a broader conception of creativity: A case for “mini-c” creativity. Psychology of Aesthetics, Creativity and the Arts, 1(2), 73–79.

    Google Scholar 

  • Bereiter, C. (2002). Education and mind in the knowledge age. Mahwah, NJ: Lawrence Erlbaum Associates.

    Google Scholar 

  • Bereiter, C., & Scardamalia, M. (1993). Surpassing ourselves. Chicago, IL: Open Court.

    Google Scholar 

  • Black, P., & Wiliam, D. (1998). Assessment and classroom learning. Assessment in Education, 5(1), 7–74.

    Article  Google Scholar 

  • Broudy, H. S. (1977). Types of knowledge and purposes of education. In R. C. Anderson, R. J. Spiro, & W. E. Montague (Eds.), Schooling and acquisition of knowledge. Hillsdale, NJ: LEA.

    Google Scholar 

  • Brown, A. L. (1997). Transforming schools into communities of thinking and learning about serious matters. American Psychologist, 52(4), 399–413.

    Article  Google Scholar 

  • Brown, A. L., Ash, D., Rutherford, M., Nakagawa, K., Gordon, A., & Campione, J. C. (1993). Distributed expertise in the classroom. In G. Salomon (Ed.), Distributed cognitions: Psychological and educational considerations (pp. 188–228). Cambridge, UK: Cambridge University Press.

    Google Scholar 

  • Brown, A. L., Bransford, J. D., Ferrara, R. A., & Campione, J. C. (1983). Learning, remembering, and understanding. In J. H. Flavell & E. M. Markman (Eds.), Handbook of child psychology, cognitive development (4th ed., Vol. 3, pp. 77–166). New York: Wiley.

    Google Scholar 

  • Brown, J. S., Collins, A., & Duguid, P. (1989). Situated cognition and the culture of learning. Educational Researcher, 18(1), 32–42.

    Google Scholar 

  • Caswell, B., & Bielaczyc, K. (2002). Knowledge forum: Altering the relationship between students and scientific knowledge. Education, Communication and Information, 1(3), 281–305.

    Article  Google Scholar 

  • Chubin, D. E. (1976). The conceptualization of scientific specialties. The Sociological Quarterly, 17, 448–476.

    Article  Google Scholar 

  • Cognition and Technology Group at Vanderbilt. (1990). The Jasper experiment: An exploration of issues in learning and instructional design. Educational Technology Research and Development, 40(1), 65–80.

    Article  Google Scholar 

  • Dick, W., & Cary, L. (1990). The systematic design of instruction (3rd ed.). New York: Harper Collins.

    Google Scholar 

  • Edelson, D. C., Gordin, D. N., & Pea, R. D. (1999). Addressing the challenges of inquiry-based learning through technology and curriculum design. The Journal of the Learning Sciences, 8(3/4), 391–450.

    Article  Google Scholar 

  • Engestrom, Y. (1999). Innovative learning in work teams. In Y. Engestrom, R. Miettinen, & R. L. Punamaki (Eds.), Perspectives on activity theory (pp. 377–404). Cambridge: Cambridge University Press.

    Google Scholar 

  • Erickson, F., & Schultz, J. (1977). What is a context? Some issues and methods on the analysis of social competence. Quarterly Newsletter of the Institute for Comparative Human Development, 1, 5–10.

    Google Scholar 

  • Evans, P., & Wolf, B. (2005). Collaboration rules. Harvard Business Review, 83(7), 96–104.

    Google Scholar 

  • Fuller, S. (1988). Social epistemology. Bloomington, IN: Indiana University Press.

    Google Scholar 

  • Gagne, R. M., Briggs, L. J., & Wagner, W. W. (1992). Principles of instructional design (4th ed.). New York: Holt, Reihhart, and Winston Inc.

    Google Scholar 

  • Gloor, P. A. (2006). Swarm creativity: Competitive advantage through collaborative innovative networks. New York: Oxford University Press.

    Google Scholar 

  • Granovetter, M. (1983). The strength of weak ties: A network theory revisited. Sociological Theory, 1, 201–233.

    Article  Google Scholar 

  • Hargreaves, D. H. (1999). The knowledge-creating school. British Journal of Educational Studies, 47(2), 122–144.

    Article  Google Scholar 

  • Hatano, G., & Inagaki, K. (1986). Two courses of expertise. In H. Stevenson, H. Azuma, & K. Hakuta (Eds.), Child development and education in Japan (pp. 262–272). New York: W. H. Freeman and Company.

    Google Scholar 

  • Hatano, G., & Inagaki, K. (1993). Desituating cognition through the construction of conceptual knowledge. In P. Light & G. Butterworth (Eds.), Context and cognition: Ways of learning and knowing (pp. 262–272). New York: Freeman.

    Google Scholar 

  • Hewitt, J., & Scardamalia, M. (1998). Design principles for distributed knowledge building processes. Educational Psychology Review, 10(1), 75–96.

    Article  Google Scholar 

  • Hmelo-Silver, C. E. (2004). Problem-based learning. Educational Psychology Review, 16(3), 235–266.

    Article  Google Scholar 

  • Hong, H.-Y., & Lin, X. D. (2008). Introducing people knowledge into science learning. In G. Kanselaar, V. Jonker, P.A. Kirschner, & F.J. Prins (Eds.), International perspectives in the learning sciences: Cre8ing a learning world. proceedings of the eighth international conference for the learning sciences—ICLS 2008 (Vol. 1, pp. 366–373). Utrecht, the Netherlands: International Society of the Learning Sciences, Inc.

  • Hong, H.-Y., & Scardamalia, M. (2008). Using key terms to assess community knowledge. Paper presented at the annual conference of American Educational Research Association, New York.

  • Hong, H.-Y., Scardamalia, M., Messina, R., & Teo, C. L. (2008). Principle-based design to foster adaptive use of technology for building community knowledge. In G. Kanselaar, V. Jonker, P. A. Kirschner, & F. J. Prins (Eds.), International perspectives in the learning sciences: Cre8ing a learning world. Proceedings of the eighth international conference for the learning sciences—ICLS 2008 (Vol. 1, pp. 374–381). Utrecht, the Netherlands: International Society of the Learning Sciences, Inc.

  • Hong, H.-Y., Scardamalia, M., & Zhang, J. (2007). Knowledge society network: Toward a dynamic, sustained network for building knowledge. Paper presented at the annual conference of American Educational Research Association, Chicago.

  • Hong, H.-Y., Teplovs, C., & Chai, C. S. (2007). On community knowledge. In B. Chong, A. Kashihara, J. Lee, T. Matsui, R. Okamoto, D. Suthers, & F. Yu (Eds.), ICCE 2007 proceedings (pp. 292–295). Tokyo: IOS Press.

  • Hutchins, E. (1995). Cognition in the wild. Cambridge, MA: MIT Press.

    Google Scholar 

  • Hyman, J. (1999). How knowledge works. The Philosophical Quarterly, 49(197), 433–451.

    Article  Google Scholar 

  • Kling, S., & Rosenberg, N. (1986). An overview of innovation. In R. Landau & N. Rosenberg (Eds.), The positive sum strategy: Harnessing technology for economic growth (pp. 275–305). Washington, DC: National Academy Press.

    Google Scholar 

  • Krajcik, J. S., & Blumenfeld, P. C. (2006). Project-based learning. In R. K. Sawyer (Ed.), Cambridge handbook of the learning sciences (pp. 317–333). New York: Cambridge University Press.

    Google Scholar 

  • Latour, B., & Woolgar, S. (1986). Laboratory life. Princeton, NJ: Princeton University Press.

    Google Scholar 

  • Lave, J., & Wenger, E. (1989). Situated learning. Cambridge, UK: Cambridge University Press.

    Google Scholar 

  • Lee, C. D. (2001). Is October Brown Chinese? A cultural modeling activity system for underachieving students. American Educational Research Journal, 38(1), 97–141.

    Article  Google Scholar 

  • Lin, X. D., Hmelo, C., Kinzer, C. K., & Secules, T. J. (1999). Designing technology to support reflection. Educational Technology Research and Development, 47(3), 43–62.

    Article  Google Scholar 

  • Mager, R. (1975). Preparing instructional objectives (2nd ed.). Belmont, CA: Lake Publishing Co.

    Google Scholar 

  • Martin, T., Rivale, S. D., & Diller, K. R. (2007). Comparison of student learning in challenge-based and traditional instruction in biomedical engineering. Annals of Biomedical Engineering, 35(8), 1312–1323.

    Article  Google Scholar 

  • Merrill, M. D. (1983). Component display theory. In C. Reigeluth (Ed.), Instructional design theories and models (pp. 143–174). Hillsdale, NJ: Erlbaum Associates.

    Google Scholar 

  • Merton, R. K. (1973). The sociology of science. Chicago: University of Chicago Press.

    Google Scholar 

  • Miller, G. A. (1956). The magical number seven, plus or minus two: Some limits on our capacity for processing information. Psychological Review, 63, 81–97.

    Article  Google Scholar 

  • Nonaka, I. (1994). A dynamic theory of organizational knowledge creation. Organization Science, 5(1), 14–37.

    Google Scholar 

  • Nonaka, I., & Takeuchi, H. (1995). The knowledge-creating company. New York: Oxford University Press.

    Google Scholar 

  • Paavola, S., Lipponen, L., & Hakkarainen, K. (2002). Epistemological foundations for CSCL: A comparison of three models of innovative knowledge communities. In G. Stahl (Ed.), Computer-supported collaborative learning: Foundations for a CSCL community (pp. 24–32). Hillsdale, NJ: LEA.

    Google Scholar 

  • Paavola, S., Lipponen, L., & Hakkarainen, K. (2004). Models of innovative knowledge communities and three metaphors of learning. Review of Educational Research, 74(4), 557–576.

    Article  Google Scholar 

  • Polanyi, M. (1967). The tacit dimension. New York: Anchor Books.

    Google Scholar 

  • Popper, K. R. (1972). Objective knowledge: An evolutionary approach. London: Oxford University Press.

    Google Scholar 

  • Reigeluth, C. M. (Ed.). (1999). Instructional design theories and models (Vol. 2). Mahwah, NJ: LEA.

    Google Scholar 

  • Rycroft, R. (2003). Self-organizing innovation networks: Implications for globalization. Washington, DC: George Washington Center for the Study of Globalization.

    Google Scholar 

  • Ryle, G. (1949). The concept of mind. London: Hutchinson.

    Google Scholar 

  • Scardamalia, M. (1999). Moving ideas to the center. In L. Harasim (Ed.), Wisdom & wizardry: Celebrating the pioneers of online education (pp. 14–15). Vancouver, BC: Telelearning Inc.

    Google Scholar 

  • Scardamalia, M. (2002). Collective cognitive responsibility for the advancement of knowledge. In B. Smith (Ed.), Liberal education in a knowledge society (pp. 67–98). Chicago: Open Court.

    Google Scholar 

  • Scardamalia, M., & Bereiter, C. (2006). Knowledge building: Theory, pedagogy, and technology. In K. Sawyer (Ed.), Cambridge handbook of the learning sciences (pp. 97–118). New York: Cambridge University Press.

  • Schank, R. C., & Abelson, R. (1977). Scripts, plans, goals, and understanding. Hillsdale, NJ: Erlbaum.

    Google Scholar 

  • Schwartz, D. L., Bransford, J. D., & Sears, D. (2005). Efficiency and innovation in transfer. In J. P. Mestre (Ed.), Transfer of learning from a modern multidisciplinary perspective (pp. 1–52). Greenwish, CT: Information Age Publishing.

    Google Scholar 

  • Schwartz, D. L., Brophy, S., Lin, X. D., & Bransford, J. D. (1999). Software for managing complex learning: Examples from an educational psychology course. Educational Technology Research and Development, 47(2), 39–59.

    Article  Google Scholar 

  • Sfard, A. (1998). On two metaphors for learning and the dangers of choosing just one. Educational Researcher, 27(2), 4–13.

    Google Scholar 

  • White, B. Y., Shimoda, T. A., & Frederiksen, J. R. (2000). Facilitating students’ inquiry learning and metacognitive development through modifiable software advisers. In S. P. Lajoie (Ed.), Computer as cognitive tools (volume II): No more walls (pp. 97–132). Mahwah, NJ: LEA.

    Google Scholar 

  • Zessoules, R., & Gardner, H. (1991). Authentic assessment. In V. Perrone (Ed.), Expanding student assessment (pp. 47–71). Alexandria, VA: Association for Supervision and Curriculum Development.

    Google Scholar 

  • Zhang, J., Hong, H.-Y., Teo, C., Scardamalia, M., & Morley, E. (2008). “Constantly going deeper:” Knowledge building innovation in an elementary professional community. Annual meeting of American educational research association, New York, NY.

  • Zhang, J., Scardamalia, M., Lamon, M., Messina, R., & Reeve, R. (2007). Socio-cognitive dynamics of knowledge building in 9- and 10-year-olds. Educational Technology Research and Development, 55(2), 117–145.

    Google Scholar 

  • Zhang, J., Scardamalia, M., Reeve, R., & Messina, R. (2009). Designs for collective cognitive responsibility in knowledge building communities. Journal of the Learning Sciences, 18(1), 7–44.

    Google Scholar 

Download references

Acknowledgments

The preparation of this paper was supported in part by the Social Sciences and Humanities Research Council of Canada, Grant 512-2002-1016. We extend special thanks to the students, teachers, and principal of the Institute of Child Study, University of Toronto, for their creative work and for the research opportunities enabled by it. We also extend our thanks to the editor and three anonymous reviewers for their helpful comments.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Huang-Yao Hong.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Hong, HY., Sullivan, F.R. Towards an idea-centered, principle-based design approach to support learning as knowledge creation. Education Tech Research Dev 57, 613–627 (2009). https://doi.org/10.1007/s11423-009-9122-0

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11423-009-9122-0

Keywords

Navigation