Skip to main content

Artefacts and Activities in the Analysis of Learning Networks

  • Chapter
  • First Online:
Research, Boundaries, and Policy in Networked Learning

Abstract

This chapter draws on a programme of research into the architecture of learning networks. This research programme has been examining a number of diverse learning networks, to identify reusable design ideas. The analytic work has been structured around a distinction between elements of learning networks that can be designed (partially, or completely) and processes that are emergent. From a learning perspective, the emergent processes are most important: what network participants actually do, including what they think, feel and say, is what matters most. Everything that can be designed and set in place is merely to resource and guide their activity. Thus, activity mediates between outcomes and what can be designed. One cannot assume a direct relationship between (say) a specific digital tool and some desired outcomes. Rather, one needs to understand the kinds of connections that can exist between such tools/devices and participants’ activities. More generally: how is what participants actually do influenced by the qualities of the place in which they are working, and by the tools and other resources that come to hand? Neither networked learning, nor the broader field of educational technology, have well-developed theories or constructs to create analytical connections between activity and its physical setting. Our chapter draws upon our experiences of analysing learning networks to create some framing within which connecting constructs might be articulated. About the only theoretical construct that has become widely used in the field is that of “affordance”. It is a term that is also very widely critiqued and contested, in part because of deep conceptual ambiguities, but also because of lax usage. We draw upon some ideas from metaphysics to help frame the relationships between the physical world and human activity, to redeem the term “affordance” and to add some further terms that help identify other kinds of relations between activity and its physical setting. The point of this is actually quite practical. Without some analytical constructs that provide connections between things that can be designed and valued activities, designers cannot provide a rationale for what they do. They can copy ideas, set things in place, and proceed by trial and error. But they cannot apply principled knowledge to the solution of complex problems. They cannot design.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  • Bhaskar, R. (1986). Scientific realism and human emancipation. London: Verso.

    Google Scholar 

  • Boivin, N. (2008). Material cultures, material minds: The impact of things on human thought, society and evolution. Cambridge: Cambridge University Press.

    Google Scholar 

  • Card, S., Moran, T., & Newell, A. (1983). The psychology of human-computer interaction. Hillsdale, NJ: Erlbaum.

    Google Scholar 

  • Carvalho, L., & Goodyear, P. (Eds.). (2014). The architecture of productive learning networks. New York, NY: Routledge.

    Google Scholar 

  • Carvalho, L., Goodyear, P., & de Laat, M. (Eds.). (2016). Place-based spaces for networked learning, New York, NY: Routledge.

    Google Scholar 

  • Clark, A. (2003). Natural-born cyborgs: Minds, technologies, and the future of human intelligence. Oxford: Oxford University Press.

    Google Scholar 

  • Conole, G. (2013). Designing for learning in an open world. Berlin: Springer.

    Book  Google Scholar 

  • Dennett, D. (1991). Consciousness explained. New York, NY: Little, Brown and Co.

    Google Scholar 

  • Dohn, N. (2009). Affordances revisited. Articulating a Merleau-Pontian view. International Journal of Computer Supported Learning, 4(2), 151–170.

    Article  Google Scholar 

  • Engestrom, Y., Miettinen, R., & Punamaki, R.-L. (Eds.). (1999). Perspectives on activity theory. Cambridge: Cambridge University Press.

    Google Scholar 

  • Faulkner, P., & Runde, J. (2011). The social, the material, and the ontology of non-material technological objects. Paper presented at the 27th EGOS (European Group for Organizational Studies) Colloquium, Gothenburg. http://webfirstlive.lse.ac.uk/management/documents/Non-MaterialTechnologicalObjects.pdf. Accessed 25 March 2016.

  • Feenberg, A. (1987). Computer conferencing in the humanities. Instructional Science, 16, 169–186.

    Google Scholar 

  • Fenwick, T., Edwards, R., & Sawchuk, P. (2011). Emerging approaches to educational research: Tracing the sociomaterial. Abingdon: Routledge.

    Google Scholar 

  • Gibson, J. J. (1986). The ecological approach to visual perception. Hillsdale, NJ: Lawrence Erlbaum.

    Google Scholar 

  • Goodyear, P. (2000). Environments for lifelong learning: Ergonomics, architecture and educational design. In J. M. Spector & T. Anderson (Eds.), Integrated and holistic perspectives on learning, instruction & technology: Understanding complexity (pp. 1–18). Dordrecht: Kluwer Academic Publishers.

    Google Scholar 

  • Goodyear, P. (2005). Educational design and networked learning: Patterns, pattern languages and design practice. Australasian Journal of Educational Technology, 21, 82–101.

    Article  Google Scholar 

  • Goodyear, P. (2014). Productive learning networks: The evolution of research and practice. In L. Carvalho & P. Goodyear (Eds.), The architecture of productive learning networks. New York, NY: Routledge.

    Google Scholar 

  • Goodyear, P., & Carvalho, L. (2013). The analysis of complex learning environments. In H. Beetham & R. Sharpe (Eds.), Rethinking pedagogy for a digital age: Designing and delivering e-learning. New York, NY: Routledge.

    Google Scholar 

  • Goodyear, P., & Carvalho, L. (2014). Framing the analysis of learning network architectures. In L. Carvalho & P. Goodyear (Eds.), The architecture of productive learning networks. New York, NY: Routledge.

    Google Scholar 

  • Goodyear, P., & Dimitriadis, Y. (2013). In medias res: Reframing design for learning. Research in Learning Technology, 21, 19909. Retrieved September 28, 2013, from http://dx.doi.org/10.3402/rlt.v21i0.19909.

    Article  Google Scholar 

  • Goodyear, P., & Retalis, S. (2010). Learning, technology and design. In P. Goodyear & S. Retalis (Eds.), Technology-enhanced learning: Design patterns and pattern languages (pp. 1–28). Rotterdam: Sense.

    Google Scholar 

  • Hacker, P. (2009). Agential reasons and the explanation of human behaviour. In C. Sandis (Ed.), New essays on the explanation of action (pp. 75–93). Houndmill: Palgrave Macmillan.

    Chapter  Google Scholar 

  • Heidegger, M. (1986). Sein und Zeit. Tübingen: Max Niemeyer Verlag.

    Google Scholar 

  • Henri, F. (1992). Computer conferencing and content analysis. In A. Kaye (Ed.), Collaborative learning through computer conferencing: The Najaden papers. Berlin: Springer.

    Google Scholar 

  • Hodder, I. (2012). Entangled: An archaeology of the relationships between humans and things. Chichester: Wiley-Blackwell.

    Book  Google Scholar 

  • Hodgson, V., De Laat, M., McConnell, D., & Ryberg, T. (2014). The design, experience and practice of networked learning. Dordrecht: Springer.

    Book  Google Scholar 

  • Husserl, E. (1950). Husserliana: Edmund Husserl - Gesammelte Werke. The Hague/Dordrecht: Nijhoff/Kluwer.

    Google Scholar 

  • Ingold, T. (2011). Being alive: Essays on movement, knowledge and description. Abingdon: Routledge.

    Google Scholar 

  • Ingold, T. (2012). Towards an ecology of materials. Annual Review of Anthropology, 41, 427–442.

    Article  Google Scholar 

  • Ingold, T. (2013). Making: Anthropology, archaeology, art and architecture. Abingdon: Routledge.

    Google Scholar 

  • Jackson, F. (1982). Epiphenomenal qualia. The Philosophical Quarterly, 32, 127–136.

    Article  Google Scholar 

  • Johri, A. (2011). The socio-materiality of learning practices and implications for the field of learning technology. Research in Learning Technology, 19, 207–217.

    Article  Google Scholar 

  • Jones, C. (2004). Networks and learning: Communities, practices and the metaphor of networks. ALT-J: Journal of the Association for Learning Technology, 12, 81–93.

    Article  Google Scholar 

  • Kahneman, D. (2011). Thinking, fast and slow. New York: Farrar, Straus and Giroux.

    Google Scholar 

  • Kirsh, D. (2013). Embodied cognition and the magical future of interaction design. ACM Transactions on Computer-Human Interaction, 20, 1–30.

    Article  Google Scholar 

  • Laurillard, D. (2012). Teaching as a design science: Building pedagogical patterns for learning and technology. Abingdon: Routledge.

    Google Scholar 

  • Lave, J., & Wenger, E. (1991). Situated learning: Legitimate peripheral participation. Cambridge: Cambridge University Press.

    Book  Google Scholar 

  • Leonardi, P., Nardi, B., & Kallinikos, J. (2012). Materiality and organizing: Social interaction in a technological world. Oxford: Oxford University Press.

    Book  Google Scholar 

  • Lonchamp, J. (2012). An instrumental perspective on CSCL systems. International Journal of Computer-Supported Collaborative Learning, 7, 211–237.

    Article  Google Scholar 

  • Malafouris, L. (2013). How things shape the mind: A theory of material engagement. Cambridge: MIT Press.

    Google Scholar 

  • Markauskaite, L., & Goodyear, P. (2016). Epistemic fluency and professional education: Innovation, knowledgeable action and working knowledge, Dordrecht: Springer.

    Google Scholar 

  • Mason, R., & Kaye, A. (Eds.). (1989). Mindweave. Oxford: Pergamon.

    Google Scholar 

  • Merleau-Ponty, M. (1962). Phenomenology of perception. London: Routledge and Kegan.

    Google Scholar 

  • Miller, D. (2010). Stuff. Cambridge: Polity Press.

    Google Scholar 

  • Nagel, T. (1986). The view from nowhere. New York, NY: Oxford University Press.

    Google Scholar 

  • Nash, J., Plugge, L., & Eurelings, A. (2000). Defining and evaluating CSCL projects. European Conference on Computer Supported Collaborative Learning (ECSCL 2000), Maastricht, Netherlands.

    Google Scholar 

  • Newell, A., & Simon, H. (1972). Human problem solving. Englewood Cliffs, NJ: Prentice Hall.

    Google Scholar 

  • Norman, D. (1989). The design of everyday things. New York, NY: Basic Books.

    Google Scholar 

  • Orlikowski, W. (2007). Sociomaterial practices: Exploring technology at work. Organization Studies, 28, 1435–1448.

    Article  Google Scholar 

  • Overdijk, M., Diggelen, W., Kirschner, P., & Baker, M. (2012). Connecting agents and artifacts in CSCL: Towards a rationale of mutual shaping. International Journal of Computer-Supported Collaborative Learning, 7, 193–210.

    Article  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.

    Google Scholar 

  • Popper, K. (1972). Objective knowledge: An evolutionary approach. Oxford: Clarendon.

    Google Scholar 

  • Proctor, R., & Vu, K.-P. (2009). Cumulative knowledge and progress in human factors. Annual Reviews of Psychology, 61, 623–651.

    Article  Google Scholar 

  • 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, 239–258.

    Article  Google Scholar 

  • Robinson, L., & Metcher, J. (2014). Professional learning and a national community of practice for teachers leading local curriculum change. In L. Carvalho & P. Goodyear (Eds.), The architecture of productive learning networks (pp. 109–124). New York, NY: Routledge.

    Google Scholar 

  • Rorty, R. (1980). Philosophy and the Mirror of Nature. Oxford: Basil Blackwell.

    Google Scholar 

  • Salmon, G. (2000). E-moderating: The key to teaching and learning online. London: Kogan Page.

    Book  Google Scholar 

  • Sandoval, W. (2014). Conjecture mapping: An approach to systematic educational design research. Journal of the Learning Sciences, 23, 18.

    Article  Google Scholar 

  • Sawyer, K., & Greeno, J. (2009). Situativity and learning. In P. Robbins & M. Aydede (Eds.), The Cambridge handbook of situated cognition (pp. 347–367). Cambridge: Cambridge University Press.

    Google Scholar 

  • Sfard, A. (1998). On two metaphors for learning and the dangers of just choosing one. Educational Researcher, 27(2), 4–12.

    Google Scholar 

  • Sfard, A., & Prusak, A. (2005). Telling identities: In search of an analytical tool for investigating learning as a culturally shaped activity. Educational Researcher, 34(4), 14–22.

    Article  Google Scholar 

  • Sorensen, E. (2009). The materiality of learning: Technology and knowledge in educational practice. Cambridge: Cambridge University Press.

    Book  Google Scholar 

  • Suchman, L. (1987). Plans and situated actions: The problem of human-machine communication. Cambridge: Cambridge University Press.

    Google Scholar 

  • Suchman, L. (2007). Human-machine reconfigurations: Plans and situated actions. Cambridge: Cambridge University Press.

    Google Scholar 

  • Taylor, C. (1985). Philosophical papers. Vols. 1 and 2. Cambridge: Cambridge University Press.

    Google Scholar 

  • Turnbull, D. (1993). The ad hoc collective work of building Gothic cathedrals with templates, string, and geometry. Science, Technology, and Human Values, 18, 315–340.

    Article  Google Scholar 

  • Turnbull, D. (2002). Performance and narrative, bodies and movement in the construction of places and objects, spaces and knowledges: The case of the Maltese megaliths. Theory, Culture and Society, 19, 125–143.

    Article  Google Scholar 

  • Voigt, C. (2010). A pattern in the making: The contextual analysis of electronic case-based learning. In P. Goodyear & S. Retalis (Eds.), Technology-enhanced learning: Design patterns and pattern languages. Rotterdam: Sense Publishers.

    Google Scholar 

  • Winch, P. (1990). The idea of a social science and its relation to philosophy. London: Routledge.

    Google Scholar 

  • Yeoman, P., & Carvalho, L. (2014). Material entanglement in a primary school learning network. In Bayne, S., Jones, C., de Laat, M., Ryberg, T., & Sinclair, C. (Eds.). Proceedings of the 9th International Conference on Networked Learning 2014, Edinburgh, April 7–9.

    Google Scholar 

Download references

Acknowledgements

Peter Goodyear and Lucila Carvalho acknowledge the financial support of the Australian Research Council (Laureate Fellowship Grant FL100100203), as well as stimulating ideas and generous feedback from the other members of the Laureate team. Nina Bonderup Dohn acknowledges the financial support of Lundbeckfonden which contributed to making possible her stay as a Visiting Scholar at the University of Sydney in 2013.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Peter Goodyear .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2016 Springer International Publishing Switzerland

About this chapter

Cite this chapter

Goodyear, P., Carvalho, L., Dohn, N.B. (2016). Artefacts and Activities in the Analysis of Learning Networks. In: Ryberg, T., Sinclair, C., Bayne, S., de Laat, M. (eds) Research, Boundaries, and Policy in Networked Learning. Research in Networked Learning. Springer, Cham. https://doi.org/10.1007/978-3-319-31130-2_6

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-31130-2_6

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-31128-9

  • Online ISBN: 978-3-319-31130-2

  • eBook Packages: EducationEducation (R0)

Publish with us

Policies and ethics