Abstract
The purpose of this study was to design and examine a computer-supported knowledge-building environment and to investigate both collective knowledge-building dynamics and individual learning in the context of a tertiary education course in mainland China. The participants were 102 students in four intact Year-one tertiary business classes. Two classes experienced a knowledge-building environment (CKB) and the other two were taught using a regular project-based approach (RPBL). Data were obtained from interactions in the forum, writing quality, group-learning portfolios, and surveys. Quantitative analyses indicated that the knowledge-building groups outperformed the comparison groups on academic literacy assessed in terms of conceptual understanding and explanation, and obtained higher scores on beliefs about collaboration. Within-group analyses indicated that the students’ engagement in Knowledge Forum was a significant predictor of their academic literacy. Qualitative contrastive analyses of high- and low-performance groups identified different patterns of conceptual, metacognitive and social processes, and showed that student groups engaging in more collective and meta-discourse discourse moves performed better on individual scores in academic literacy. The implications of examining both collaborative dynamics and individual learning and designing computer-supported knowledge building for tertiary students are discussed.
Similar content being viewed by others
Explore related subjects
Discover the latest articles, news and stories from top researchers in related subjects.References
Anderson, J. R., Greemo, J. G., Reder, L. M., & Simon, H. A. (2000). Perspectives on learning, thinking, and activity. Educational Researcher, 29(4), 11–13.
Baker, M., Andriessen, J., Lund, K., van Amelsvoort, M., & Quignard, M. (2007). Rainbow: a framework for analyzing computer-mediated pedagogical debates. International Journal of Computer-Supported Collaborative Learning, 2(2&3), 315–357.
Bereiter, C. (2002). Education and mind in the knowledge edge. Mahwah: Lawrence Erlbaum Associates.
Bielaczyc, K. (2006). Designing social infrastructure: critical issues in creating learning environments with technology. Journal of the Learning Sciences, 15, 301–329.
Braine, G. (2002). Academic Literacy and the Nonnative Speaker Graduate Student. Journal of English for Academic Purposes, 1(1), 59.
Brown, A. L. (1992). Design experiments: theoretical and methodological challenges in creating complex interventions. Journal of the Learning Sciences, 2, 141–178.
Brown, J. S., Collins, A., & Duguid, P. (1989). Situated cognition and the culture of learning. Educational Researcher, 18(1), 32–42.
Burtis, J. (1998). The analytic toolkit. The Ontario Institute for Studies in Education/ University of Toronto Centre for Applied Cognitive Science.
Carle, A. C., Jaffee, D., & Miller, D. (2009). Engaging college science students and changing academic achievement with technology: a quasi-experimental preliminary investigation. Computers & Education, 52, 376–380.
Chan, C. K. K. (2011). Bridging research and practice: implementing and sustaining knowledge building in Hong Kong classrooms. International Journal of Computer-Supported Collaborative Learning, 6, 147–186.
Chan, C. K. K. (2013). Collaborative knowledge building: Towards a knowledge-creation perspective. In C. Hmelo-Silver, C. Chinn, C. K. K. Chan, & A. O’ Donnell (Eds.), The international handbook of collaborative learning. New York: Routledge/Taylor & Francis.
Chan, C. K. K., & Chan, Y.-Y. (2011). Students’ views of collaboration and online participation in knowledge forum. Computers & Education, 57, 1445–1457.
Chan, C. K. K., & van Aalst, J. (2004). Learning, assessment, and collaboration in computer-supported collaborative learning. In J. W. Strijbos, P. Kirschner, & R. Martens (Eds.), What we know about CSCL and implementing it in higher education (pp. 87–112). Boston: Kluwer.
Chi, M. T. H. (2011). Theoretical perspectives, methodological approaches, and trends in the study of expertise. In Y. Li (Ed.), Expertise in Mathematics Instruction: An international perspective. New York: Springer.
Collins, A., Joseph, D., & Bielaczyc, K. (2004). Design research: theoretical and methodological issues. Journal of the Learning Sciences, 13(1), 15–42.
De Wever, B., Valcke, M., Schellens, T., & Van Keer, H. (2005). Content analysis schemes to analyze transcripts of online asynchronous discussion groups: a review. Computers & Education, 46(1), 6–28.
Dosi, R., Nelson, R. R., & Winter, S. G. (Eds.). (2000). The nature and dynamics of organizational capabilities. New York: Oxford University Press.
Eastman, J. K., & Swift, C. O. (2002). Enhancing collaborative learning: discussion boards and chat rooms as project communication tools. Business Communication Quarterly, 65, 29–41.
Fischer, F., Bruhn, J., Grasel, C. & Mandl, H. (2002). Fostering collaborative knowledge construction with visualization tools. Learning and Instruction 12, 213–232.
Fischer, F., Kollar, I., Stegmann, K., Wecker, C., & Zottmann, J. (2013). Collaborative scripts in computer-supported collaborative learning. In C. Hmelo-Silver, C. Chinn, C. K. K. Chan, & A. O’Donnell (Eds.), The international handbook of collaborative learning (pp. 403–419). New York: Routledge.
Gan, Y. C., Scardamalia, M., Hong, H. Y., & Zhang, J. (2010). Making thinking visible: growth in graphical literacy, grades 3 to 4. Canadian Journal of Learning and Technology, 36 (1) [online]. http://www.cjlt.ca/index.php/cjlt/article/view/581/284.
Goodyear, P., Jones, C., Asensio, M., Hodgson, V., & Steeples, C. (2005). Networked learning in higher education: students’ expectations and experiences. Higher Education, 50, 473–508.
Granville, S., & Dison, L. (2005). Thinking about thinking: integrating self-reflection into an academic literacy course. Journal of English for Academic Purposes, 4(2), 99–118.
Hakkarainen, K. (2003). Emergence of progressive inquiry culture in computer-supported collaborative learning. Learning Environments Research, 6(2), 199–220.
Hakkarainen, K. (2004). Pursuit of explanation within a computer-supported classroom. International Journal of Science Education, 26(8), 979–996.
Hanson, J. M., & Sinclair, K. E. (2008). Social constructivist teaching methods in Australian universities- reported uptake and perceived learning effects: a survey of lecturers. Higher Education Research & Development, 27(3), 169–186.
Helle, L., Tynjala, P., & Olkinuora, E. (2006). Project-based learning in post-secondary education—theory, practice and rubber sling shots. Higher Education, 51, 287–314.
Hewitt, J., & Scardamalia, M. (1998). Design principles for the support of distributed processes. Educational Psychology Review, 10(1), 75–96.
Hmelo-Silver, C. E. (2003). Analyzing collaborative knowledge construction: multiple methods for integrated understanding. Computers & Education, 41(4), 397–420.
Hmelo-Silver, C. E. (2004). Problem-based learning: what and how do students learn? Educational Psychology Review, 16(3), 235–266.
Janssen, J., et al. (2012). Task-related and social regulation during online collaborative learning. Metacognition and Learning, 7(1), 25–43.
Jermann, P., Soller, A., & Lesgold, A. (2004). Computer software support for CSCL. In J. W. Strijbos, P. A. Kirschner, & R. L. Martens (Eds.), What we know about CSCL and implementing it in higher education (pp. 141–166). Boston: Kluwer.
Koschmann, T., Hall, R., & Miyake, N. (2002). CSCL 2: Carrying forward the conversation. Mahwah: Lawrence Erlbaum Associates.
Krippendorff, K. (2004). Reliability in content analysis: some common misconceptions and recommendations. Human Communication Research, 30, 411–433.
Lai, M., & Law, N. (2006). Peer scaffolding of knowledge building through collaborative groups with differential learning experiences. Journal of Educational Computing Research, 35(2), 123–144.
Lea, M., & Street, B. V. (2006). The “Academic Literacies” model: theory and applications. Theory into Practice, 45(4), 368–377.
Lee, E. Y. C., Chan, C. K. K., & van Aalst, J. (2006). Students assessing their own collaborative knowledge building. International Journal of Computer-Supported Collaborative Learning, 1, 278–307.
Lundstorm, K., & Baker, W. (2009). To give is better than to receive: the benefits of peer review to the reviewer’s own writing. Journal of Second Language Writing, 18, 30–43.
Meier, A., Spada, H., & Rummel, N. (2007). A rating scheme for assessing the quality of computer-supported collaboration process. International Journal of Computer-Supported Collaborative Learning, 2(1), 63–86.
Molenaar, I., Chiu, M. M., Sleegers, P., & van Boxtel, C. (2011). Scaffolding of small groups’ metacognitive activities with an avatar. International Journal of Computer-Supported Collaborative Learning, 6(4), 601–624.
Muukkonen, H., & Lakkala, M. (2009). Exploring metaskills of knowledge-creating inquiry in higher education. International Journal of Computer-Supported Collaborative Learning, 4, 187–211.
Ngai, E. W. T. (2007). Learning in introductory e-commerce: a project-based teamwork approach. Computers & Education, 48(1), 17–29.
Oshima, J., Scardamalia, M., & Bereiter, C. (1996). Collaborative learning processes associated with high and low conceptual progress. Instructional Science, 24(2), 125–155.
Paavola, S., Lipponen, L., & Hakkarainen, K. (2004). Models of innovative knowledge communities and three metaphors of learning. Review of Educational Research, 74, 557–576.
Paus, E., Werner, C. S., & Jucks, R. (2012). Learning through online peer discourse: structural equation modeling points to the role of discourse activities in individual understanding. Computers & Education, 58, 1127–1137.
Pifarre, M., & Cobos, R. (2010). Promoting meta-cognitive skills through peer scaffolding in a CSCL environment. International Journal of Computer-Supported Collaborative Learning, 5, 237–253.
Puntambekar, S., Erkens, G., & Hmelo-Silver, C. E. (2011). Analyzing interactions in CSCL: Methodology, approaches, and issues. New York: Springer.
Resta, P. & Lafferriere, T. (2007). Technology in Support of Collaborative Learning. Educational Psychological Review, 19, 65–83.
Rummel, N., & Spada, H. (2005). Instructional support for collaboration in desktop videoconference settings. In R. Bromme, F. W., Hesse & H. Spada (Eds.), Barriers and biases in computer-mediated knowledge communication (pp. 59–88). Springer
Scardamalia, M. (2004). CSILE/Knowledge Forum®. In S. Barbara (Ed.), Education and technology: An encyclopedia (pp. 183–192): ABC-CLIO.
Scardamalia, M., & Bereiter, C. (2003). Knowledge building environments: Extending the limits of the possible in education and knowledge work. In A. DiStefano, K. E. Rudestam, & R. Silverman (Eds.), Encyclopedia of distributed learning (pp. 269–272). Thousand Oaks: Sage.
Scardamalia, M., & Bereiter, C. (2006). Knowledge building. In R. K. Sawyer (Ed.), The Cambridge handbook of the learning sciences (pp. 97–115). Cambridge: Cambridge University Press.
Scardamalia, M., Breiter, C., & Lamon, M. (1994). The CSILE project: Trying to bring the classroom into World 3. In K. McGilly (Ed.), Classroom lesson: Integrating cognitive theory and classroom practice. Cambridge: MIT Press.
Scheuer, O., Loll, F., Pinkwart, N., & McLaren, B. M. (2010). Computer-supported argumentation: a review of the state of the art. International Journal of Computer-Supported Collaborative Learning, 5(1), 43–102.
Short, D. J., Echevarria, J., & Richards-Tutor, C. (2011). Research on academic literacy development in sheltered instruction classrooms. Language Teaching Research, 15(3), 363–380.
Stahl, G. (2002). Rediscovering CSCL. In T. Koschmann, R. Hall, & N. Miyake (Eds.), CSCL2: Carrying forward the conversation (pp. 169–181). Mahwah: Lawrence Erlbaum Associates.
Stahl, G. (2006). Group cognition: Computer support for building collaborative knowledge. Cambridge: MIT Press.
Strijbos, J. W., Kirschner, P. A., & Martens, R. L. (Eds.). (2004). What we know about CSCL: And implementing it in higher education. Norwell: Kluwer.
Sun, Y., Zhang, J., & Scardamalia, M. (2010). Knowledge building and vocabulary growth over two years, grades 3 and 4. Instructional Science, 38(2), 247–271.
Suthers, D. D., Dwyer, N., Medina, R., & Vatrapu, R. (2010). A framework for conceptualizing, representing and analyzing distributed interaction. International Journal of Computer-Supported Collaborative Learning, 5(1), 5–42.
Tan, K. E., Ng, M. L. Y., & Saw, K. G. (2010). Online activities and writing practices of urban Malaysian adolescents. System, 38, 548–559.
Tsai, C. C. (2009). Conceptions of learning versus conceptions of web-based learning: the differences revealed by college students. Computers & Education, 53(4), 1092–1103.
van Aalst, J. (2009). Distinguishing knowledge-sharing, knowledge construction, and knowledge-creation discourses. International Journal of Computer-Supported Collaborative Learning, 4(3), 259–287.
van Aalst, J., & Chan, C. K. K. (2007). Student-directed assessment of knowledge building using electronic portfolios in Knowledge Forum. Journal of the Learning Sciences, 16(2), 175–220.
Weinberger, A., Reiserer, M. Ertl, B. Fischer, F., & Mandl, H. (2005). Facilitating collaborative knowledge construction in computer-mediated learning environments with cooperative scripts. In R. Bromme, F.W., Hesse & H. Spada (Eds.), Barriers and biases in computer-mediated knowledge communication (pp. 59–88). Springer
Wen, Q. F., & Zhou, Y. (2006). On developing English Majors’ thinking skills. Foreign Language Research, 132(5), 76–80.
Yeh, S.-W., Lo, J.-J., & Huang, J.-J. (2011). Scaffolding collaborative technical writing with procedural facilitation and synchronous discussion. International Journal of Computer-Supported Collaborative Learning, 6, 397–419.
Zhang, J. (2009). Technology-supported learning innovation in cultural contexts. Educational Technology Research and Development, 58(2), 229–243.
Zhang, J., & Sun, Y. (2011). Reading for idea advancement in a grade 4 knowledge building community. Instructional Science, 39(4), 429–452.
Zhang, J. W., Scardamalia, M., Lamon, M., Messina, R., & Reeve, R. (2007). Socio-cognitive dynamics of knowledge building in the work of 9-and 10-year-olds. Educational Technology Research and Development, 55, 117–145.
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.
Zhao, K. & Zheng Y. Y. (2013). Chinese Business English students’ epistemological beliefs, self-regulated strategies, and collaboration in project-based learning. The Asia-Pacific Education Researcher, doi:10.1007/s40299-013-0103-z
Acknowledgments
We would like to thank Dr. Jan van Aalst from the University of Hong Kong as well as the anonymous reviewers and the handling editor for their helpful comments and constructive suggestions on earlier drafts of this article.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Zhao, K., Chan, C.K.K. Fostering collective and individual learning through knowledge building. Intern. J. Comput.-Support. Collab. Learn. 9, 63–95 (2014). https://doi.org/10.1007/s11412-013-9188-x
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11412-013-9188-x