Enhancing socially shared regulation in collaborative learning groups: designing for CSCL regulation tools
For effective computer supported collaborative learning (CSCL), socially shared regulation of learning (SSRL) is necessary. To this end, this article extends the idea first posited by Järvelä and Hadwin (Educ Psychol 48(1):25–39, 2013) that successful collaboration in CSCL contexts requires targeted support for promoting individual self-regulatory skills and strategies, peer support, facilitation of self-regulatory competence within the group, and SSRL. These (meta)cognitive, social, motivational, and emotional aspects related to being/becoming aware of how one learns alone and with others are for the most part neglected in traditional CSCL support. Based upon a review of theoretical and empirical studies on the potential of and challenges to collaboration, three design principles for supporting SSRL are introduced: (1) increasing learner awareness of their own and others’ learning processes, (2) supporting externalization of one’s own and others’ learning process and helping to share and interact, and (3) prompting acquisition and activation of regulatory processes. Finally, an illustrative example is presented for how these principles are applied in a technological tool for supporting SSRL.
KeywordsComputer supported collaborative learning Collaborative learning Self-regulated learning Socially shared regulation of learning Technological tools
- Baker, M. J. (1994). A Model for Negotiation in Teaching-Learning Dialogues. Journal of Artificial Intelligence in Education, 5(2), 199–254.Google Scholar
- Bereiter, C., & Scardamalia, M. (2003). Learning to work creatively with knowledge. In E. De Corte, L. Verschaffel, N. Entwistle, & J. van Merriënboer (Eds.), Powerful learning environments: Unraveling basic components and dimensions. (Advances in Learning and Instruction Series) (pp. 55–68). Oxford, UK: Elsevier Science.Google Scholar
- Blaye, A., & Light, P. (1990). Computer-based learning: The social dimensions. In H. C. Foot, M. J. Morgan, & R. H. Shute (Eds.), Children helping children (pp. 135–150). Chichester: Wiley.Google Scholar
- Bradner, E., Kellogg, W. A., & Erickson, T. (1999). The adoption and use of ‘BABBLE’: A field study of chat in the workplace. In S. Bødker, M. Kyng, & K. Schmidt (Eds.), ECSCW’99 (pp. 139–158). Netherlands: Springer.Google Scholar
- Devolder, A., Van Braak, J., & Tondeur, J. (2012). Supporting self-regulated learning in computer-based learning environments: Systematic review of effects of scaffolding in the domain of science education. Journal of Computer Assisted Learning, 28, 557–573.Google Scholar
- Dieberger, A. (2000). Where did all the people go? A collaborative Web space with social navigation information. Poster presented at the 9th International World Wide Web Conference (WWW9), Amsterdam, The Netherlands. Accessed from the World Wide Web on June 8, 2002 at http://juggle5.50megs.com/WORK/publications/SwikiWriteup.html.
- Dillenbourg, P. (1999). What do you mean by ‘collaborative learning’? In P. Dillenbourg (Ed.), Collaborative-learning: Cognitive and computational approaches (pp. 1–19). Oxford: Elsevier.Google Scholar
- Doise, W., & Mugny, G. (1984). The social development of intellect. Oxford: Pergamon Press.Google Scholar
- Gibson, J. J. (1977). The Theory of Affordances. In R. Shaw & J. Bransford (Eds.), Perceiving, Acting, and Knowing: Toward an Ecological Psychology (pp. 67–82). Hillsdale, NJ: Lawrence Erlbaum.Google Scholar
- Greller, W., & Drachsler, H. (2012). Translating learning into numbers: A generic framework for learning analytics. Journal of Educational Technology & Society, 15(3), 42–57.Google Scholar
- Hadwin, A. F., Järvelä, S., & Miller, M. (2011). Self-regulated, co-regulated, and socially shared regulation of learning. In B. J. Zimmerman & D. H. Schunk (Eds.), Handbook of self-regulation of learning and performance (pp. 65–84). New York: Routledge.Google Scholar
- Järvelä, S. & Renniger, K. R. (2014, in press). Designing for learning: Engagement, interest, and motivation. Sawyer, K. (Ed.). Cambridge Handbook of the Learning Sciences. Google Scholar
- Johnson, D. W., & Johnson, R. T. (1999). Learning together and alone: Cooperative, competitive, and individualistic learning (5th ed.). Boston, MA: Allyn and Bacon.Google Scholar
- Kempler Rogat, T. K., Linnenbrink-Garcia, L., & DiDonato, N. C. (2013). Motivation in collaborative groups. In C. E. Hmelo-Silver, C. A. Chinn, C. Chan, & A. M. O’Donnell (Eds.), The international handbook of collaborative learning (pp. 250–267). New York: Routledge.Google Scholar
- Kirschner, P. A., Kirschner, F., & Janssen, J. (2014). The collaboration principle in multimedia learning. In R. Mayer (Ed.), The Cambridge handbook of multimedia learning (2nd ed., pp. 547–575). New York: Cambridge University Press.Google Scholar
- Kirschner, P. A., Kreijns, K., Phielix, C., & Fransen, J. Awareness of cognitive and social behaviour in a CSCL environment. Journal of Computer Assisted Learning (accepted).Google Scholar
- Kreijns, K. (2004). Sociable CSCL environments: Social affordances, sociability, and social presence. Unpublished PhD thesis. Open University of the Netherlands, Heerlen, The Netherlands. Available at http://dspace.learningnetworks.org/bitstream/1820/1030/1/Dissertation%20Kreijns%202004.pdf.
- Malmberg, J., Järvelä, S., Järvenoja, H., & Panadero, E. (2014, manuscript). Promoting socially shared regulation of learning in CSCL: Patterns of socially shared regulation of learning between high – and low performing student groups.Google Scholar
- Malmberg, J., Järvelä, S. & Kirschner, P. (2014, in press). Elementary school students’ strategic activity and quality of strategy use: Does task-type matter? Metacognition and Learning. Google Scholar
- Miller, M., Malmberg, J. Hadwin, A., & Järvelä, S. (2014, submitted). Tracing university students´ construction of shared task perceptions in on-line collaboration. Google Scholar
- Mulder, I., Swaak, J., & Kessels, J. (2002). Assessing group learning and shared understanding in technology mediated interaction. Educational Technology & Society, 5(1), 35–47.Google Scholar
- Norman, D. A. (1990). The design of everyday things. New York: Doubleday.Google Scholar
- Phielix, C. (2012). Enhancing collaboration through assessment & reflection. Unpublished PhD thesis, Utrecht University, Utrecht, The Netherlands. Available at http://dspace.library.uu.nl/bitstream/handle/1874/255570/phielix.pdf?sequence=2.
- Phielix, C., Prins, F. J., & Kirschner, P. A. (2010). Awareness of group performance in a CSCL-environment: Effects of peer feedback and reflection. Computers in Human Behavior, 26, 151–161. doi:10.1016/j.chb.2009.10.011.
- Phielix, C., Prins, F. J., Kirschner, P. A., Erkens, G., & Jaspers, J. (2011). Group awareness of social and cognitive performance in a CSCL environment: Effects of a peer feedback and reflection tool. Computers in Human Behavior, 27(3), 1087–1102. doi:10.1016/j.chb.2010.06.024.CrossRefGoogle Scholar
- Preece, J. (2000). Online communities: Designing usability, supporting sociability. Chichester, UK: Wiley.Google Scholar
- Schunk, D. H., & Zimmerman, B. J. (Eds.). (2008). Motivation and selfregulated learning: Theory, research, and applications. New York, NY: Taylor & Francis.Google Scholar
- Strijbos, J. W., Kirschner, P. A., & Martens, R. L. (Eds.). (2004). What we know about CSCL: And implementing it in higher education. Boston, MA: Kluwer Academic.Google Scholar
- van Merriënboer, J. J. G., & Kirschner, P. A. (2013). Ten steps to complex learning (2nd ed.). New York: Taylor & Francis.Google Scholar
- Winne, P. H., & Hadwin, A. F. (1998). Studying as self-regulated engagement in learning. In D. Hacker, J. Dunlosky, & A. Graesser (Eds.), Metacognition in educational theory and practice (pp. 277–304). Hillsdale, NJ: Er.Google Scholar
- Winne, P. H., Hadwin, A. F., & Gress, C. L. Z. (2010). The learning kit project: Software tools for supporting and researching regulation of collaborative learning. Computers in Human Behavior, 26, 787–793.Google Scholar
- Winne, P. H., Hadwin, A. F., & Perry, N. E. (2013). Metacognition and computer-supported collaborative learning. In C. Hmelo-Silver, A. O’Donnell, C. Chan, & C. Chinn (Eds.), International handbook of collaborative learning (pp. 462–479). New York: Taylor & Francis.Google Scholar
- Winne, P. H., Zhou, R., & Egan, R. (2011). Designing assessments of self-regulated learning. In G. Schraw & D. R. Robinson (Eds.), Assessment of higher order thinking skills (pp. 89–120). Charlotte, NC: IAP-Information Age Publishing.Google Scholar
- Zimmerman, B. J., & Schunk, D. H. (2011). Motivational sources and outcomes of self-regulated learning and performance. In B. Zimmerman & D. Schunk (Eds.), Handbook of self-regulation of learning and performance (pp. 49–64). New York, NY: Routledge.Google Scholar