Abstract
This chapter delineates different approaches to technology-mediated learning that emphasize “object-oriented” collaboration. The chapter introduces, more specifically, trialogical learning, as distinguished from individual knowledge acquisition (“monological”) or from participation in social interaction and meaning making (“dialogical” approaches, see Trausan-Matu, Wegerif, & Major, this volume). We briefly introduce object-oriented collaboration and the trialogical approach where human learning and activity are targeted at jointly developed knowledge artifacts and related knowledge practices. As objects and object-orientedness have become centrally important for understanding collaboration in modern knowledge work, the facilitation of trialogical processes of collaborative learning is crucial in educational contexts. Several approaches focusing on object-oriented collaboration are analyzed, including those that use different terminology. The trialogical approaches appear to form a continuum with dialogical theories and meaning-making traditions often highlighted in CSCL research. Finally, we anticipate future uses of trialogical learning and object-oriented collaboration.
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References
Béguin, P., & Rabardel, P. (2000). Designing for instrument-mediated activity. Scandinavian Journal of Information Systems, 12, 173–190.
Bereiter, C. (2002). Education and mind in the knowledge age. Hillsdale, NJ: Erlbaum.
Bereiter, C. (2010). Can children really create knowledge? Canadian Journal of Learning and Technology, 36, 1.
Bereiter, C., & Scardamalia, M. (1993). Surpassing ourselves. Chicago, IL: Open Court.
Bielaczyc, K. (2013). Informing design research: Learning from teachers’ design of social infrastructure. The Journal of the Learning Sciences, 22, 258–311.
Blikstein, P. (2013). Digital fabrication and “making” in education: The democratization of innovation. In J. Walter-Herrmann & C. Buching (Eds.), FabLabs: Of machines, makers, and inventors. Bielefeld: Transcript.
Bryk, A. S., Gomez, L. M., Grunow, A., & LeMahieu, P. G. (2015). Learning to improve: How American schools can get better at getting better. Cambridge, MA: Harvard Education Press.
Buckinghan Shum, S., & Deakin Crick, R. (2016). Learning analytics for 21st century competencies. Journal of Learning Analytics, 3, 6–21.
Chen, B., & Zhang, J. (2016). Analytics for knowledge creation: Towards epistemic agency and design mode thinking. Journal of Learning Analytics, 3, 139–163.
Coburn, C. E., & Penuel, W. R. (2016). Research-practice partnership in education: Outcomes, dynamics, and open questions. Educational Research, 45, 48–54.
Cress, U., & Kimmerle, J. (2008). A systemic and cognitive view on collaborative knowledge building with wikis. International Journal of Computer-Supported Collaborative Learning, 3(2), 105.
Cress, U., & Kimmerle, J. (2018). Collective knowledge construction. In F. Fischer, C. E. Hmelo-Silver, S. R. Goldman, & P. Reimann (Eds.), International handbook of the learning sciences. London: Routledge.
Damşa, C. I., & Ludvigsen, S. (2016). Learning through interaction and co-construction of knowledge objects in teacher education. Learning, Culture and Social Interaction, 11, 1–18.
Donald, M. (1991). Origins of the modern mind. Cambridge, MA: Harvard University Press.
Duschl, R., & Bismack, A. S. (Eds.). (2016). Reconceptualizing STEM education: The central role of practices. London: Routledge.
Ekbia, H. R. (2009). Digital artifacts as quasi-objects: Qualification, mediation, and materiality. Journal of the American Society for Information Science and Technology, 60(12), 2554–2566.
Engeström, Y. (2015). Learning by expanding. An activity-theoretical approach to developmental research. First published 1987. Cambridge: Cambridge University Press.
Engeström, Y., & Blackler, F. (2005). On the life of the object. Organization, 12(3), 307–330.
Enyedy, N., & Hoadley, C. M. (2006). From dialogue to monologue and back: Middle spaces in computer-mediated learning. Computer-Supported Collaborative Learning, 1(4), 413–439.
Ewenstein, B., & Whyte, J. (2009). Knowledge practices in design: The role of visual representations as ‘epistemic objects’. Organization Studies, 30(1), 7–30.
Fenwick, T., & Edwards, R. (2010). Actor-network theory in education. London: Routledge.
Gutierrez, K. D., & Jurow, S. (2016). Social design experiments: Toward equity by design. The Journal of the Learning Sciences, 25, 565–595.
Hakkarainen, K. (2009). A knowledge-practice perspective on technology-mediated learning. International Journal of Computer-Supported Collaborative Learning, 4, 213–231.
Hakkarainen, K., Hietajärvi, L., Alho, K., Lonka, K., & Salmela-Aro, K. (2015). Socio-digital revolution: Digital natives vs digital immigrants. In J. D. Wright (editor-in-chief) International encyclopedia of the social and behavioral sciences (Vol. 22, 2nd ed., pp. 918–923). Amsterdam: Elsevier.
Hakkarainen, K., & Paavola, S. (2009). Toward a trialogical approach to learning. In B. Schwarz, T. Dreyfus, & R. Hershkowitz (Eds.), Transformation of Knowledge Through Classroom Interaction (pp. 65–80). London: Routledge.
Hakkarainen, K., Palonen, T., Paavola, S., & Lehtinen, E. (2004). Communities of networked expertise: Professional and educational perspectives. In Advances in Learning and Instruction Series. Amsterdam: Elsevier.
Halverson, E., & Sheridan, K. M. (2014). The maker movement in education. Harvard Educational Review, 84(4), 495–504.
Harman, G. (2018). Object-oriented ontology: The new theory of everything. New York: Penguin.
Hutchins, E. (1995). Cognition in the Wild. Cambridge, MA: MIT.
Ilomäki, L., Lakkala, M., Toom, A., & Muukkonen, H. (2017). Teacher learning within a multinational project in an upper secondary school. Education Research International, 2017, 1614262. https://doi.org/10.1155/2017/1614262.
Jensen, K., Lahn, L. C., & Nerland, M. (2012). Introduction: Professional learning in new knowledge landscapes: A cultural perspective. In K. Jensen, L. C. Lahn, & M. Nerland (Eds.), Professional learning in the knowledge society (pp. 1–24). Rotterdam, The Netherlands: Sense.
Kafai, J., Fields, D. a., & Searle, K. A. (2014). Electronic textiles as disruptive designs. Supporting and challenging maker activities in schools. Harvard Educational Review, 84(4), 532–556.
Kangas, K., Seitamaa-Hakkarainen, P., & Hakkarainen, K. (2013). Figuring the world of designing: Expert participation in elementary classroom. International Journal of Technology and Design Education, 23, 425–442.
Knorr Cetina, K. (1999). Epistemic cultures: How the sciences make knowledge. Cambridge, MA: Harvard University Press.
Knorr Cetina, K. (2001). Objectual practices. In T. Schatzki, K. Knorr Cetina, & E. Von Savigny (Eds.), The practice turn in contemporary theory (pp. 175–188). London: Routledge.
Koh, J. H. L., Chai, C. S., Wong, B., & Hong, H. Y. (2015). Design thinking for education: Conceptions and applications in teaching and learning. London: Springer.
Kolodner, J. (2002). Facilitating the learning of design practices: Lesson learned from an inquiry in science education. Journal of Industrial Teacher Education, 39(3), 1–31.
Korhonen, T., & Lavonen, J. (2017). A new wave of learning in Finland: Get started with innovation! In S. Choo, D. Sawch, A. Villanueva, & R. Vinz (Eds.), Educating for the 21st century: Perspectives, policies and practices from around the world (pp. 447–467). Singapore: Springer.
Koschmann, T. D. (1999). Toward a dialogic theory of learning: Bakhtin’s contribution to understanding learning in settings of collaboration. In C. M. Hoadley & J. Roschelle (Eds.), Proceedings of the Computer Support for Collaborative Learning (CSCL) 1999 Conference (pp. 308–313). Mahwah, NJ: LEA.
Krajcik, J. S., & Shin, N. (2014). Project-based learning. In R. K. Sawyer (Ed.), The Cambridge handbook of the learning sciences (2nd ed., pp. 275–297). New York: Cambridge University Press.
Lakkala, M., Muukkonen, H., Paavola, S., & Hakkarainen, K. (2008). Designing Pedagogical Infrastructures in University Courses for Technology-Enhanced Collaborative Inquiry. Research and Practice in Technology Enhanced Learning, 3, 33–64.
Lakkala, M., Paavola, S., Kosonen, K., Muukkonen, H., Bauters, M., & Markkanen, H. (2009). Main functionalities of the Knowledge Practices Environment (KPE) affording knowledge creation practices in education. In C. O’Malley, D. Suthers, P. Reimann, & A. Dimitracopoulou (Eds.), Computer supported collaborative learning practices: CSCL2009 conference proceedings (pp. 297–306). Rhodes, Creek: International Society of the Learning Sciences (ISLS).
Lakkala, M., Toom, A., Ilomäki, L., & Muukkonen, H. (2015). Re-designing university courses to support collaborative knowledge creation practices. Australasian Journal of Educational Technology, 31(5), 521–536.
Larusson, J. A., & White, B. (Eds.). (2014). Learning Analytics: From Research to Practice. London: Springer.
Latour, B. (1996). On interobjectivity. Mind, Culture, and Activity, 3(4), 228–245.
Latour, B. (2005). Reassembling the social: An introduction to actor-network-theory. Oxford: Oxford University Press.
Latour, B., & Woolgar, S. (1986). Laboratory life: The construction of scientific facts. In Princeton University Press.
Lave, J., & Wenger, E. (1991). Situated learning: Legitimate peripheral participation. Cambridge: Cambridge University Press.
Leonardi, P. M., Nardi, B. A., & Kallinikos, J. (2012). Materiality and organizing: Social interaction in a technological world. Oxford: Oxford University Press.
Leontjev, A. N. (1978). Activity, consciousness and personality. Englewood Cliffs: Prentice Hall.
Ludvigsen, S., Stahl, G., Law, N., & Cress, U. (2015). From the editors: Collaboration and the formation of new knowledge artifacts. International Journal of Computer-Supported Collaborative Learning, 10(1), 1–6.
Lund, A., & Rasmussen, I. (2008). The right tool for the wrong task? Match and mismatch between first and second stimulus in double stimulation. International Journal of Computer-Supported Collaborative Learning, 3(4), 387.
Medina, R., & Stahl, G. (this volume). Analysis of group practices. In U. Cress, C. Rosé, A. F. Wise, & J. Oshima (Eds.), International handbook of computer-supported collaborative learning. Cham: Springer.
Miettinen, R., & Paavola, S. (2018). Beyond the distinction between tool and sign: Objects and artefacts in human activity. In A. Rosa & J. Valsiner (Eds.), The Cambridge handbook of sociocultural psychology (pp. 148–162). Cambridge: Cambridge University Press.
Miettinen, R., Paavola, S., & Pohjola, P. (2012). From habituality to change: Contribution of activity theory and pragmatism to practice theories. Journal for the Theory of Social Behaviour, 42(3), 345–360.
Miettinen, R., & Virkkunen, J. (2005). Epistemic objects, artefacts and organizational change. Organization, 12(3), 437–456.
Moen, A., Morch, A., & Paavola, S. (Eds.). (2012). Collaborative knowledge creation: Practices, tools, concepts. Rotterdam: Sense Publishers.
Muukkonen, H., Lakkala, M., & Paavola, S. (2011). Promoting knowledge creation and object-oriented inquiry in university courses. In S. Ludvigsen, A. Lund, I. Rasmussen, & R. Säljö (Eds.), Learning across sites: New tools, infrastructures and practices. New perspectives on learning and instruction (pp. 172–189). Oxon, UK: Routledge.
Muukkonen, H., Lakkala, M., Toom, A., & Ilomäki, L. (2017). Assessment of competences in knowledge work and object-bound collaboration during higher education courses. In E. Kyndt, V. Donche, K. Trigwell, & S. Lindblom-Ylänne (Eds.), Higher education transitions: Theory and research (pp. 288–305). New York: EARLI Book Series New Perspectives on Learning and Instruction.
Nerland, M. (2012). Professions as knowledge cultures. In K. Jensen, L. C. Lahn, & M. Nerland (Eds.), Professional learning in the knowledge society (pp. 27–48). Rotterdam, The Netherlands: Sense.
Nerland, M., & Jensen, K. (2012). Epistemic practices and object relations in professional work. Journal of Education and Work, 25(1), 101–120.
Orlikowski, W. J. (2009). The sociomateriality of organisational life: Considering technology in management research. Cambridge Journal of Economics, 34(1), 125–141.
Osborne, J. (2014). Teaching scientific practices. Journal of Science Teacher Education, 25, 177–196.
Paavola, S., & Hakkarainen, K. (2005). The knowledge creation metaphor—An emergent epistemological approach to learning. Science & Education, 14, 537–557.
Paavola, S., & Hakkarainen, K. (2009). From meaning making to joint construction of knowledge practices and artefacts: A trialogical approach to CSCL. In C. O’Malley, D. Suthers, P. Reimann, & A. Dimitracopoulou (Eds.), Computer supported collaborative learning practices: CSCL2009 conference proceedings (pp. 83–92). Rhodes, Creek: International Society of the Learning Sciences (ISLS).
Paavola, S., Lakkala, M., Muukkonen, H., Kosonen, K., & Karlgren, K. (2011). The roles and uses of design principles for developing the trialogical approach on learning. Research in Learning Technology, 19(3), 233–246.
Paavola, S., Lipponen, L., & Hakkarainen, K. (2004). Modeling innovative knowledge communities: A knowledge-creation approach to learning. Review of Educational Research, 74, 557–576.
Paavola, S., & Miettinen, R. (2018). Dynamics of design collaboration. BIM models as intermediary digital objects. Computer Supported Cooperative Work (CSCW), 27(3–6), 1113–1135.
Papert, S., & Harel, I. (1991). Constructionism. New York: Ablex.
Pea, R. D. (1993). Practices of distributed intelligence and designs for education. In G. Salomon (Ed.), Distributed cognitions: Psychological and educational considerations (pp. 47–87). Cambridge: Cambridge University Press.
Penuel, W. R., Fishman, B. J., Cheng, B. H., & Sabelli, N. (2011). Organizing research and development at the intersection of learning, implementation, and design. Educational Research, 40, 331–337.
Pickering, A. (1995). The mangle of practice: Time, agency, and science. Chicago: University of Chicago Press.
Riikonen, S., Seitamaa-Hakkarainen, P., & Hakkarainen, K. (2018). Bringing practices of co-design and making to basic education. In J. Kay & R. Luckin (Eds.), Proceedings of the 13th International Conference on the Learning Sciences “Rethinking learning in the digital age: Making the learning sciences count” (pp. 248–255). London, UK: Institute of Education, University College London.
Ritella, G., & Hakkarainen, K. (2012). Instrument genesis in technology mediated learning: From double stimulation to expansive knowledge practices. International Journal of Computer-Supported Collaborative Learning, 7, 239–258.
Sawyer, R. K. (2005). Emergence: Societies as complex systems. Cambridge, MA: Cambridge University Press.
Scardamalia, M., & Bereiter, C. (2014a). Knowledge building and knowledge creation: Theory, pedagogy, and technology. In R. K. Sawyer (Ed.), The Cambridge handbook of the learning sciences (2nd ed., pp. 397–417). New York, NY: Cambridge University Press.
Scardamalia, M., & Bereiter, C. (2014b). Smart technology for self-organizing processes. Smart Learning Environments, 1, 1.
Schatzki, T. R., Knorr Cetina, K., & Von Savigny, E. (Eds.). (2001). The practice turn in contemporary theory. London: Routledge.
Seitamaa-Hakkarainen, P., Kangas, K., Raunio, A.-M., & Hakkarainen, K. (2012). Collaborative design practices in technology-mediated learning. Design and Technology Education: An International Journal, 17, 54–65.
Sfard, A. (1998). On two metaphors for learning and the dangers of choosing just one. Educational Researcher, 27, 4–13.
Shaffer, D. W., Hatfield, D., Svarovsky, G. N., Nash, P., Nulty, A., Bagley, E., Frank, K., Rupp, A. A., & Mislevy, R. (2009). Epistemic network analysis: A prototype for 21st-century assessment of learning. International Journal of Learning and Media, 1, 33–53.
Skagestad, P. (1993). Thinking with machines: Intelligence augmentation, evolutionary epistemology, and semiotic. The Journal of Social and Evolutionary Systems, 16(2), 157–180.
Spinuzzi, C. (2011). Losing by expanding: Corralling the runaway object. Journal of Business and Technical Communication, 25(4), 449–486.
Stahl, G. (2013). Learning across levels. Computer-Supported Collaborative Learning, 8, 1–12.
Stahl, G., Koschmann, T., & Suthers, D. (2006). Computer-supported collaborative learning: An historical perspective. In R. K. Sawyer (Ed.), Cambridge handbook of the learning sciences (pp. 409–426). New York: Cambridge University Press.
Stahl, G., Ludvigsen, S., Law, N., & Cress, U. (2014). CSCL artifacts. International Journal of Computer-Supported Collaborative Learning, 9(3), 237–245.
Star, S. L., & Griesemer, J. R. (1989). Institutional ecology, ‘Translations’ and boundary objects: Amateurs and Professionals in Berkeley’s Museum of Vertebrate Zoology, 1907–39. Social Studies of Science, 19(3), 387–420.
Stetsenko, A. (2005). Activity as object-related: Resolving the dichotomy of individual and collective planes of activity. Mind. Culture, and Activity, 12(1), 70–88.
Suthers, D. D. (2006). Technology affordances for intersubjective meaning making: A research agenda for CSCL. International Journal of Computer-Supported Collaborative Learning (IJCSCL), 1(3), 315–337.
Tabak, I. (2004). Synergy: A complement to emerging patterns of scaffolding. The Journal of the Learning Sciences, 13, 305–335.
Tan, S. C., So, H. J., & Yeo, J. (Eds.). (2014). Knowledge creation in education. New York, NY: Springer.
Timmis, S. (2014). The dialectical potential of Cultural Historical Activity Theory for researching sustainable CSCL practices. International Journal of Computer-Supported Collaborative Learning, 9(1), 7–32.
Trausan-Matu, S., Wegerif, R., & Major, L. (this volume). Dialogism. In U. Cress, C. Rosé, A. F. Wise, & J. Oshima (Eds.), International handbook of computer-supported collaborative learning. Cham: Springer.
Viilo, M., Seitamaa-Hakkarainen, P., & Hakkarainen, K. (2016). Teacher’s long-term orchestration of technology-mediated collaborative inquiry project. Scandinavian Journal of Educational Research, 62(3), 407–432.
Vinck, D. (2011). Taking intermediary objects and equipping work into account in the study of engineering practices. Engineering Studies, 3(1), 25–44.
Vygotsky, L. S. (1978). Mind in society. The development of higher psychological processes. Cambridge, MA: Harvard University Press.
Wartofsky, M. (1979). Models: Representation and scientific understanding. Dordrecht: Reidel.
Zhang, J., Tao, D., Chen, M. H., Sun, Y., Judson, D., & Naqvi, S. (2018). Co-organizing the collective journey of inquiry with Idea Thread Mapper. Journal of the Learning Sciences, 27(3), 390–430.
Further Readings
Damşa, C. I., & Ludvigsen, S. (2016). Learning through interaction and co-construction of knowledge objects in teacher education. Learning, Culture and Social Interaction, 11, 1–18. The article presents an empirical study, employing a design-based research approach, of student teachers’ learning through collaborative, small-group projects and work on shared knowledge objects. The aim was to understand how knowledge objects, e.g., teaching and learning materials, emerge through students’ interaction, how they are developed through iterative co-construction, and how they play a role in the learning process. Interaction data and knowledge objects generated by groups were analyzed through qualitative methods, with a focus on the types of interaction, the uptake of ideas and concepts, and their co-elaboration.
Kangas, K., Seitamaa-Hakkarainen, P., & Hakkarainen, K. (2013). Figuring the world of designing: Expert participation in elementary classroom. International Journal of Technology and Design Education, 23, 425–442. The article examines elementary school students’ participation in knowledge-creating learning that involves collaborative design and making of artifacts. With support of a professional designer, students were engaged in figured world of designing and guided to appropriate associated knowledge practices.
Paavola, S., & Hakkarainen, K. (2009). From meaning making to joint construction of knowledge practices and artefacts: A trialogical approach to CSCL. In C. O’Malley, D. Suthers, P. Reimann, & A. Dimitracopoulou (Eds.), Computer supported collaborative learning practices: CSCL2009 conference proceedings (pp. 83–92). Rhodes, Creek: International Society of the Learning Sciences (ISLS). The article presents the basics of the trialogical approach to learning. The use of this notion is explained as well as theoretical backgrounds for the approach in line with the knowledge-creation metaphor of learning (Paavola et al. 2004; Hakkarainen et al. 2004). The paper also makes a comparison between trialogical and dialogical theories of learning and their uses in CSCL (computer-supported collaborative learning) research.
Ritella, G., & Hakkarainen, K. (2012). Instrumental genesis in technology-mediated learning: From double stimulation to expansive knowledge practices. International Journal of Computer-Supported Collaborative Learning., 7(2), 239–258. This article addressed theoretical foundations of CSCL. The article elaborates concepts of epistemic mediation, chronotope, double stimulation, instrumental genesis, and knowledge practices and their interrelations in the context of promoting educational transformations in the digital age.
Zhang, J., Tao, D., Chen, M. H., Sun, Y., Judson, D., & Naqvi, S. (2018). Co-organizing the collective journey of inquiry with Idea Thread Mapper. Journal of the Learning Sciences, 27(3), 390–430. The article addressed the role of technology-mediated knowledge practices in socially organizing collective inquiry processes within two CSCL classrooms. The study revealed that promising directions of object-driven (trialogical) inquiry can be monitored with Idea Thread Mapper (ITM). Moreover, practices of reflective structuration supported long-term advancement of inquiry in terms of active participation, inter-connected contributions, and coherent scientific understanding.
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Paavola, S., Hakkarainen, K. (2021). Trialogical Learning and Object-Oriented Collaboration. In: Cress, U., Rosé, C., Wise, A.F., Oshima, J. (eds) International Handbook of Computer-Supported Collaborative Learning. Computer-Supported Collaborative Learning Series, vol 19. Springer, Cham. https://doi.org/10.1007/978-3-030-65291-3_13
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