Abstract
Technology can play a powerful role in supporting student reflection. Sociocognitive theories provide a conceptual framework that we use to consider systems that afford reflective thinking. Reflective thinking involves actively monitoring, evaluating, and modifying one's thinking and comparing it to both expert models and peers. This requires a combination of both individual and collaborative reflection. These theoretical frameworks suggest four ways that technology can provide powerful scaffolding for reflection: (a) process displays, (b) process prompts, (c) process models, and (d) a forum for reflective social discourse. Each approach is presented with specific examples illustrating its design features. We argue that a systems approach that combines these different scaffolding techniques may be even more powerful. Modern technologies can provide students with rich resources for reflection and help students develop adaptive learning expertise through reflective practice. We conclude with a discussion of design issues that should be considered in the future.
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Anderson, J.R., Boyle, C.F., & Yost, G. (1985). The geometry tutor.Proceedings of the International Joint Conference on Artificial Intelligence (pp. 1–5), Los Angeles, CA.
Barron, B.J.S., Schwartz, D.L., Vye, N.J., Moore, A., Petrosino, A., Zeck, L., Bransford, J.D., & CTGV. (in press). Doing with understanding: Lessons from research on problem- and project-based learning.Journal of the Learning Sciences.
Bell, P. (1997). Using argument representations to make thinking visible for individuals and groups. In R. Hall, N. Miyake, & N. Enyedy (Eds.),Proceedings of Computer Supported Collaborative Learning '97, (pp. 10–20). Toronto, Ontario, Canada.
Bennett, D.A., King, D.T. (1991, May). The Saturn school of tomorrow.Educational Leadership, 41–44.
Bereiter, C. (1994). Constructivism, socioculturalism, and Popper's world 3.Educational Researcher, 7, 21–23.
Bielaczyc, K., & Collins, A. (in press). Learning communities in classrooms: A reconceptualization of educational practice. To appear in C.M Reigeluth (Ed.),Instructional design theories and models, Vol.II. Hillsdale, NJ: Lawrence Erlbaum Associates, Inc.
Bielaczyc, K., Pirolli, P., & Brown, A.L. (1995). Training in self-explanation and self-regulation strategies: Investigating the effects of knowledge acquisition activities on problem solving.Cognition and Instruction, 13, 221–253
Bolt, Beranek, & Newman (1994). The Co-NECT project.Connections: Technologies for Learning and Technology, Spring, 2–4.
Bransford, J.D., Franks, J.J., Vye, N.J., & Sherwood, R.D. (1989). New approaches to instruction: Because wisdom can't be told. In S. Vosniadou & A. Ortony (Eds.),Similarity and analogical reasoning (pp. 470–497). New York: Cambridge University Press.
Bransford, J.D., & Nitsch, K.E. (1978). Coming to understand things we could not previously understand. In J.F. Kavanaugh & W. Strange (Eds.),Speech and language in the laboratory, school, and clinic (pp. 267–307). Cambridge, MA: MIT Press.
Bransford, J.D., & Stein, B.S. (1993).The IDEAL problem solver. New York: Freeman.
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 cognition (pp. 188–228). New York: Cambridge University Press.
Brown, A.L., Bransford, J.D., Ferrara, R.A., & Campione, J.C. (1983). Learning, remembering, and understanding In J.H. Flavell & E.H. Markman (Eds.),Handbook of child psychology: cognitive development (Vol. 3). New York: Wiley.
Brown, A.L., & Campione, J.C. (1994). Guided discovery in a community of learners. In K. McGilly (Ed.),Classroom lessons: Integrating cognitive theory and classroom practice (pp. 229–270). Cambridge, MA: MIT Press/Bradford Book.
Brown, J.S. (1985). Idea-amplifiers: New kinds of electronic learning.Educational Horizons, 63, 108–112.
Brown, J.S., Collins, A., & Duguid, P. (1989). Situated cognition and the culture of learning.Educational Researcher, 18, 32–41.
Bruer, J.T. (1993).Schools for thought. Cambridge, MA: MIT Press.
Cobb, P. (1994). Where is the mind? Constructivist and sociocultural perspectives on mathematical development.Educational Researcher, 7, 13–20.
Cobb, P., Boufi, A, McClain, K., & Whitenack, J. (1994).Reflective discourse and collective reflection. Manuscript.
Cognition and Technology Group at Vanderbilt (CTGV). (1996). Looking at technology in context: A framework for understanding technology and education research. In D.C. Berliner & R.C. Calfee (Eds.),Handbook of Educational Psychology, (pp. 807–840). New York: Macmillan.
Cohen, A. (1994).The effect of a teacher-designed assessment tool on an instructor's cognitive activity while using CSILE. Manuscript.
Collins, A. (1991). Cognitive apprenticeship and instructional technology. In L. Idol & B.F. Jones (Eds.),Educational values and cognitive instruction: Implications for reform (pp. 119–136). Hillsdale, NJ: Lawrence Erlbaum Associates, Inc.
Collins, A. (1996). Design issues for learning environments. In S. Vosniadou, E. De Corte, R. Glaser, & H. Mandl (Eds.),International perspectives on the psychological foundations of technology-based learning environments (pp. 347–361). Hillsdale, NJ: Lawrence Erlbaum Associates, Inc.
DeCorte, E., Greer, B., & Verschaffel, L. (1996). Center for instructional psychology and technology. In D. Berliner & R. Calfee (Eds.),Handbook of educational psychology. New York: Macmillan.
Dewey, J. (1933).How we think. Boston: Heath.
Driscoll, M., & Kelemanik, G., (1991, December).Electronic communication and community building. Paper presented at Telecommunication as a tool for educational reform: Implementing the NCTM Standards, The Aspen Institute.
Driver, R., Asoko, H., Leach, J., Martimer, E., & Scott, P. (1994). Constructing scientific knowledge in the classroom.Educational Researcher, 23(7), 5–12.
Flavell, J.H. (1987). Speculations about the nature and development of metacognition. In F.E. Weinert & R.H. Kluwe (Eds.),Metacognition, motivation, and understanding (pp. 21–29). Hillsdale, NN: Lawrence Erlbaum Associates.
Goodman, N. (1986). Mathematics as an objective science. In T. Tymocyko (Ed.),New directions in the philosophy of mathematics (pp. 79–94). Boston: Birkhauser.
Guzdial, M., Turns, J., Rappin, N., & Carlson, D. (1995). Collaborative support for learning in complex domains. In J.L. Schnase & E.L. Cunnius (Eds.),Computer support for collaborative learning (pp. 157–160). Hillsdale, NJ: Erlbaum.
Hatano, G., & Inagaki, K. (1986). Two courses of expertise. In H.A.H. Stevenson, & K. Hakuta (Eds.),Child development and education in Japan (pp. 262–272). New York: Freeman.
Hatano, G., & Inagaki, K. (1992). Desituating cognition through the construction of conceptual knowledge. In P. Light & G. Butterworth (Eds.),Context and cognition: Ways of learning and knowing (pp. 115–134). Hillsdale, NJ: Lawrence Erlbaum Associates.
Hmelo, C.E., & Day, R. (in press). Contextualize questioning to scaffold learning from simulations.Computers and Education.
Hmelo, C.E., & Lin, X.D. (in press). Becoming self-directed learners: Strategy development in problem-based learning. In D. Evensen & C.E. Hmelo (Eds.),Problem-based learning: A research perspective on learning interactions. Hillsdale, NJ: Lawrence Erlbaum Associates.
Hume, G., Michael, J., Rovick, A., & Evens, M. (1996). Discourse generation for instructional applications: Identifying and exploring relevant prior explanations.The Journal of the Learning Sciences, 5(1), 23–48.
Jackson, S., Krajcik, J., & Soloway, E. (1998). The design of guided learner-adaptable scaffolding in interactive learning environments. InProceedings of ACM Conference on Computer-Human Interaction '98, Los Angeles, CA.
Jackson, S., Stratford, S., Krajcik, J., & Soloway, E. (1996). Making System Dynamics Modeling Accessible to Pre-College Science Students.Interactive Learning Environments, 4, 233–257.
King, A. (1991). Improving lecture comprehension: Effects of a metacognitive strategy.Applied Cognitive Psychology, 5, 331–346.
Kirkpatrik, D., Stern, J., & Linn, M.C. (1993).Computers as learning partner: An environment for reflection. Paper presented at the Annual Meeting of American Educational Research Association, Atlanta, GA.
Koschmann, T.D., Myers, A.C., Feltovich, P.J., & Barrows, H.S. (1994). Using technology to assist in realizing effective learning and instruction: A principled approach to the use of computers in collaborative learning.Journal of the Learning Sciences, 3, 225–262.
Lawless, J.G., and Coppola, R. (1996). GLOBE: Earth as our backyard.Geotimes, 41(9), 28–30.
Lesgold, A.M., Lajoie, S.P., Bunzo, M., & Eggan, E. (1992). Sherlock: A coached practice environment for an electronic troubleshooting job. In J. Larkin & R. Chabay (Eds.),Computer assisted instruction and intelligent tutoring systems: Shared issues and complementary approaches. Hillsdale, NJ: Lawrence Erlbaum Associates.
Lin, X.D., & Bielaczyc, K. (1998).Supporting metacognitive activities in learning about complex subject domains. Manuscript under review.
Lin, X.D., Bransford, J.D., Hmelo, C., Kantor, R., Hickey, D., Secules, T., Petrosino, A., Goldman, S.R., and the CTGV. (1995). Instructional design and the development of learning communities: An invitation to a dialogue.Educational Technology, 35, 53–63.
Lin, X.D., & Lehman, J. (in press). Supporting learning of variable control: On the importance of making students' thinking explicit.Journal of Research in Science Teaching.
Loh, B., Radinsky, J., Reiser, B.J., Gomez, L.M., Edelson, D.C., & Russell, E. (1997). The progress portfolio: Promoting reflective inquiry in complex investigation environments. In R. Hall, N. Miyake, & N. Enyedy (Eds.),Proceedings of Computer Supported Collaborative Learning '97, (pp. 169–178). Toronto, Ontario, Canada.
Means, B. (1997).Assessing what students learn in student-scientist partnerships. Paper presented at the National Science Teachers Association convention, Las Vegas, CA.
Miller, R.B. (1978). The information system designer. In W.T. Singleton (Ed.),The analysis of practical skills (pp.278–291). Baltimore, MD: University Park Press.
Palincsar, A.S., & Brown, A.L. (1984). Reciprocal teaching of comprehension-fostering and comprehension monitoring activities.Cognition and Instruction, 1, 117–175.
Pea, R.D. (1993). Learning scientific concepts through material and social activities: Conversational analysis meets conceptual change.Educational Psychologist, 28, 265–277.
Pea, R.D. (1994). Seeing what we build together: Distributed multimedia learning environments for transformative communications.The Journal of the Learning Sciences, 3(3), 285–301.
Reusser, K. (1993). Tutoring systems and pedagogical theory: Representational tools for understanding, planning, and reflection in problem solving. In S.P. Lajoie & S.J. Derry (Eds.),Computers as cognitive tools (pp. 143–177). Hillsdale, NJ: Lawrence Erlbaum Associates, Inc.
Riel, M. (1990). Cooperative learning across classrooms in electronic learning circles.Instructional Science, 19, 445–466.
Rogoff, B. (1990).Apprenticeship in thinking: Cognitive development in social context. Oxford, London: Oxford University Press.
Rosenshine, B., Meister, C., & Chapman, S. (1996). Teaching students to generate questions: A review of the intervention studies.Review of Educational Research, 66(2), 181–221.
Salomon, G., & Perkins, D.N. (1989). Rocky roads to transfer: Rethinking mechanisms of a neglected phenomenon.Educational Psychologist, 24(2), 113–142.
Scardamalia, M., & Bereiter, C. (1985). Fostering and development of self-regulation in children's knowledge processing. In S.F. Chipman, J.W. Segal, & Glaser (Eds.),Thinking and learning skills: Research and open questions (Vol. 2, pp. 563–577). Hillsdale, NJ: Erlbaum.
Scardamalia, M., & Bereiter, C. (1991). Higher levels of agency for children in knowledge building: A challenge for the design of new knowledge media.Journal of the Learning Sciences, 1, 37–68.
Scardamalia, M., & Bereiter, C. (1996). Adaptation and understanding: A case for new cultures of schooling. In S. Vosniadou, E. De Corte, R. Glaser, & H. Mandl (Eds.),International perspectives on the psychological foundations of technology-based learning environments (pp. 149–165). Hillsdale, NJ: Lawrence Erlbaum Associates, Inc.
Schauble, L., Raghavan, K., & Glaser, R. (1993). The discovery and reflection notation: A graphical trace for supporting self-regulation in computer-based laboratories. In S.P. Lajoie & S.J. Derry (Eds.),Computers as cognitive tools (pp. 319–337). Hillsdale, NJ: Lawrence Erlbaum Associates, Inc.
Schilit, B.N., Golovchinsky, G., & Price, M.N. (1998). Beyond paper: Supporting active reading with freeform digital ink annotations. InProceedings of CH198.
Schön, D. (1990).The theory of inquiry: Dewey's Legacy to education. Unpublished manuscript.
Schwartz, D., Brophy, S., Lin, X.D., & Bransford, J.D. (1999). Flexibly adaptive instructional design: A case study from an educational psychology course.Educational Technology Research and Development 47(2) 39–59.
Sherwood, R.D., Petrosino, A.J., & Lin, X.D. (1998). Problem based macro contexts in science instruction: Design issues and applications. In B.J. Fraser & K.G. Tobin (Eds.),International Handbook of Science Education, (pp.349–362). Boston: Kluwer Academic Publishers.
Songer, N.B. (1996). Exploring learning opportunities in coordinated network-enhanced classrooms: A case of kids as global scientists.The Journal of the Learning Sciences, 5(4), 297–329.
Tabak I., & Reiser, B.J. (1997). Complementary roles of software-based scaffolding and teacher-student interactions in inquiry learning. In R. Hall, N. Miyake, & N. Enyedy (Eds.),Proceedings of Computer Supported Collaborative Learning '97, (pp. 289–308). Toronto, Ontario, Canada.
Vygotsky, L.S. (1978).Mind in society. Cambridge, MA: Harvard University Press.
White, B.Y., & Frederiksen, J.R. (1998). Inquiry, modeling, and metacognition: Making science accessible to all students.Cognition & Instruction, 16(1), 3–118.
Williams, S.M., Bareiss, R., & Reiser, B.J. (1996).ASK Jasper: A multimedia publishing and performance support environment for design. Paper presented at the Annual Meeting of American Educational Research Association, New York.
Wineburg, S.S. (in press). Reading Abraham Lincoln: An expert/expert study in the interpretation of historical texts.Cognitive Science.
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The preparation of this article was supported by a Vanderbilt University Research Council grant and a Spencer Fellowship to the first author. The ideas expressed in this paper are those of the authors and do not necessarily reflect the positions of the granting agencies. We thank John Bransford, Allan Collins, Ben Loh and Susan Williams for their insightful suggestions on drafts of this article. We also thank Eliot Soloway, Shari Jackson Metcalf and the highly interactive computing group at the University of Michigan for their permission to use the graphics of the Model-It program. Finally, we thank the reviewers for their comments and suggestions.
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Lin, X., Hmelo, C., Kinzer, C.K. et al. Designing technology to support reflection. ETR&D 47, 43–62 (1999). https://doi.org/10.1007/BF02299633
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DOI: https://doi.org/10.1007/BF02299633