ACAD: Activity-Centred Analysis and Design

What the ACAD framework offers

The most recent explanation of ACAD is in this paper from ETR&D:

Goodyear, P., Carvalho, L., & Yeoman, P. (2021). Activity-Centred Analysis and Design (ACAD): core purposes, distinctive qualities and current developments. Educational Technology Research and Development, 69(2), 445-464. https://doi.org/10.1007/s11423-020-09926-7

This paper provides a summary account of Activity-Centred Analysis and Design (ACAD). ACAD offers a practical approach to analysing complex learning situations, in a way that can generate knowledge that is reusable in subsequent (re)design work. ACAD has been developed over the last two decades. It has been tested and refined through collaborative analyses of a large number of complex learning situations and through research studies involving experienced and inexperienced design teams. The paper offers a definition and high level description of ACAD and goes on to explain the underlying motivation. The paper also provides an overview of two current areas of development in ACAD: the creation of explicit design rationales and the ACAD toolkit for collaborative design meetings. As well as providing some ideas that can help teachers, design teams and others discuss and agree on their working methods, ACAD has implications for some broader issues in educational technology research and development. It questions some deep assumptions about the framing of research and design thinking, in the hope that fresh ideas may be useful to people involved in leadership and advocacy roles in the field.

The following definition and explanation comes from p446 of the ETR&D paper.

Activity-Centred Analysis and Design (ACAD) is a meta-theoretical framework for understanding and improving local, complex, learning situations.

Explaining what this means requires some shared terminology. (Emphasis added.)

We use the term ‘activity’ to mean ‘what students are actually doing’ – mentally, physically and emotionally – during a period of time in which they are meant to be learning something (a learning episode or ‘at learn-time’). For better or worse, what students actually do may differ considerably from what their teachers think they are doing or what their teachers intend them to do (Goodyear 2000; Ellis and Goodyear 2010; Elen 2020; Koh and Kan 2020).

We use the term ‘learning situation’ to underscore the point that students’ learning activity is always situated (Lave and Wenger 1991; Yeoman and Wilson 2019). As we explain later on, we take this to mean that learning activity is (at a minimum) physically, socially and epistemically situated. The more familiar term ‘learning environment’ does not reliably evoke all aspects of what makes learning activity situated.

We use the term ‘local’ because we also see educational work as situated (Pink 2012; Simonsen et al. 2014). It is done by real teachers in concrete situations. ACAD helps a teacher or team of teachers, with or without the help of a specialist educational designer or evaluator, to understand a learning situation in which they have a stake – where they have professional responsibility for students’ learning, some power to change aspects of the design of the learning situation, a need to understand how their students’ learning activity unfolds, and why it unfolds in the way that it does. Teachers’ work is usually cyclical. Although this is not universally the case, it is common to teach a course once a year, to analyse what is working well and why, and decide what needs changing and what can be left as it is. ACAD can help with brand new designs, but it has greater power when embedded in cycles of incremental improvement (Goodyear and Dimitriadis 2013).

We use the term ‘complex’ to indicate that teachers do not need an analysis and design methodology to diagnose simple problems and prescribe simple remedies (Ellis and Goodyear 2019). ACAD has a dual focus – analysing and understanding what exists and (re) designing for the future. This means ACAD also has a dual ontology, insofar as an actual instance of a learning activity and a design for future instances of similar learning activities are not the same kinds of thing. A map is not the territory. We see ACAD as meta-theoretical in that it does not insist on any one theory of learning. Indeed, it is agnostic about the kinds of theoretical explanations that are used in analysing learning situations and the kinds of design rationales expressed in designing for future learning. However, ACAD does highlight the need for credible explanations of local phenomena and for persuasive arguments in making design decisions.

The ACAD Video

Colleagues in the Sydney Business School and Copenhagen Business School made this short (3 minute) video about ACAD.

Other papers about ACAD and its associated ideas

Here are some pdf copies of papers and chapters on design for learning etc. They are all relevant to, but may not directly name, ‘ACAD’

Teaching as design (Goodyear 2015)

In medias res: reframing design for learning (Goodyear & Dimitriadis 2013)

Forward-oriented design for learning: illustrating the approach (Dimitriadis & Goodyear 2013)

Teaching-as-design and the ecology of university learning (Ellis & Goodyear 2010)

Learning, technology and design (Goodyear & Retalis 2010)

Patterns and pattern languages in educational design (Goodyear & Yang 2009)

Educational design and networked learning: Patterns, pattern languages and design practice (Goodyear 2005)

Seeing learning as work: implications for analysis and design (Goodyear, 2000)

Pedagogical frameworks and action learning in ODL (Goodyear 1999)

Also strongly recommended:

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

Carvalho, L., & Yeoman, P. (2018). Framing learning entanglement in innovative learning spaces: connecting theory, design and practice. British Educational Research Journal, 44(6), 1120–1137. doi:doi:10.1002/berj.3483

Goodyear, P., & Carvalho, L. (2016). Activity centred analysis and design in the evolution of learning networks. Paper presented at the Tenth International Conference on Networked Learning, Lancaster UK. 

Goodyear, P., Carvalho, L., & Dohn, N. B. (2016). Artefacts and activities in the analysis of learning networks. In T. Ryberg, C. Sinclair, S. Bayne, & M. de Laat (Eds.), Research, Boundaries and Policy in Networked Learning (pp. 93-110). New York: Springer.

Goodyear, P., & Carvalho, L. (2019). The analysis of complex learning environments. In H. Beetham & R. Sharpe (Eds.), Rethinking pedagogy for a digital age: principles and practices of design (3rd ed., pp. 49-65). Abingdon: RoutledgeFalmer.

Goodyear, P., Carvalho, L., Yeoman, P., Castañeda, L., & Adell, J. (2020). Una herramienta tangible para facilitar procesos de diseño y análisis didáctico: Traducción y adaptación transcultural del toolkit ACAD. (A tangible tool to facilitate learning design and analysis discussions: Translation and cross-cultural adaptation of the ACAD toolkit). Revista de Medios y Educación

Goodyear, P., Thompson, K., Ashe, D., Pinto, A., Carvalho, L., Parisio, M., . . . Yeoman, P. (2015). Analysing the structural properties of learning networks: architectural insights into buildable forms. In B. Craft, Y. Mor, & M. Maina (Eds.), The art and science of learning design (pp. 15-29). Rotterdam: Sense.

Sun, S. Y. H., & Goodyear, P. (2019). Social co-configuration in online language learning. Australasian Journal of Educational Technology, 36(2), 13-26. doi:https://doi.org/10.14742/ajet.5102

Yeoman, P., & Ashmore, N. (2018). Moving from pedagogical challenge to ergonomic challenge: Translating epistemology into the built environment for learning. Australasian Journal of Educational Technology, 34(6), 1-16. doi:10.14742/ajet.4502

Yeoman, P., & Carvalho, L. (2019). Moving between material and conceptual structure—developing a card-based method to support design for learning. Design Studies, 64, 64-89. 

Yeoman, P., & Wilson, S. (2019). Designing for situated learning: Understanding the relations between material properties, designed form and emergent learning activity. British Journal of Educational Technology, 50(5), 2090-2108. 

ACAD talks/slide decks etc

A pre-recorded 20 minute talk for the 2020 AECT conference, related to the ACAD paper in ETR&D and AECT’s Distinguished Development award to Peter Goodyear. Slides etc for the AECT talk.

ACAD tools

The ACAD cards and wireframe are described in the Yeoman & Carvalho (2019) Design Studies paper mentioned above and in the 2021 ETR&D ACAD paper.

A digital implementation (in Spanish) of the cards/wireframe is under development by Linda Castañeda & colleagues – see the Goodyear, Carvalho, Yeoman, Castañeda & Adell (2020) paper mentioned above.

ACAD Cards in use: see Goodyear, Carvalho & Yeoman (2021) ETR&D paper.

Navigating difficult waters in a digital era: technology, uncertainty and the objects of informal lifelong learning

Goodyear, Peter (2021) Navigating difficult waters in a digital era: technology, uncertainty and the objects of informal lifelong learning. British Journal of Educational Technology, 52, 1594-1611. https://doi.org/10.1111/bjet.13107

Abstract

This paper uses two complementary examples from an autoethnographic study of learning and sailing to explore some connections between informal lifelong learning activities, their objects (purposes) and the hybrid (digital and material) technologies on which they depend. The examples focus on an aspect of the craft of sailing and on understanding the relations between sailing, place and local history. The paper argues that close attention to activities in which people engage can help discover some less visible purposes of learning and can broaden our understandings of situated skills. The paper also argues that being able to find and configure environments suitable for learning are important capabilities for successful lifelong learners. The paper has two additional implications for thinking about research and development in educational technology. First, a technology becomes educational by virtue of its relation to emerging activity, rather than because of any intrinsic physical properties. Second, educational technologies are often assembled in complex meshworks. Understanding how they function involves analysing dynamic relations and interdependencies: listing the affordances of individual components is not enough.

Notes & Quotes

This paper is currently on open access and appears in a special issue of BJET concerned with lifelong learning in a digital era. I chose to focus on informal lifelong learning, in part to create an opportunity to write about some of the things I’d been discovering in the “Learning with M~” project (a long-term autoethnographic study of learning and learning to sail).

“Objects” in the title alludes to the purposes of learning – which are not always self-evident and sometimes have to be discovered.

From the Introduction:

“This article is one piece of an autoethnographic study of learning about learning and learning to sail. My aim is to use two contrasting parts of this larger, as yet unpublished study to explore some broader questions that arise in the relations between informal lifelong learning and educational technology. Autoethnography is not widely used in educational technology research – see Campbell (2015) and Sintonen (2020) as exceptions – though its use is growing in educational research and in the social sciences more generally. It is a powerful method for documenting and sharing insights into long-term experiences; I have been learning to sail for over 50 years and writing about learning and technology for 40 of them. In that time, my understanding of what learning and knowing entail, and what technology is and can do, have changed substantially.The next section of the paper lays out some background: ideas on informal lifelong learning and digital technologies, activity-centred analysis and design, discovering the objects of lifelong learning and research relevant to learning the craft of sailing and becoming a capable sailor. After that, I provide a brief introduction to autoethnography, including some potential strengths and weaknesses.

The main part of the paper is a ‘results and discussion’ section, in which I try to share some of the ways I currently understand what is involved in learning to sail. I use two contrasting examples. The first comes closer to most people’s preconceptions of what learning to sail involves. It focuses on measurements of speed and orientation to the wind. The second is much broader. What happens when one tries to come to terms with sailing a boat in waters that, until quite recently, were populated by indigenous saltwater people who were brutally dispossessed? How calmly can one sail on the edges of an ocean that is rising and where that rising threatens to drown the island homes of the Pacific’s pioneering seafarers?  There are no easy answers, but this is no excuse for ignoring the questions.

In the concluding section of the paper, I try to sum up what I now see as important for understanding and investigating relations between educational technologies and lifelong learning in these turbulent times. Like Steve Mentz (2015, xxvi), I think tales from the sea can be a useful source of “equipment for thinking in a world of ecological catastrophe”. (p1596)

On complex meshworks; productive and epistemic objects.

“A problem arises from the fact that the paddlewheel of the log spends much of its life in warm salty water, teeming with marine life. In [Figure 1] you can just see three of the black plastic “cups” of the paddlewheel, peeking out through accretions of algae and tiny shellfish. I can remove the paddle wheel to clean it, but within a month or so, a rich ecosystem of tiny crustaceans and their friends and admirers will have taken up home on the blades, which slow and then cease to turn. Regardless of the boat’s actual speed through the water, the digital [boat speed] display … will show a speed of zero. The networked instrument system no longer knows what speed the boat is doing through the water, so it can no longer calculate the true wind from the apparent wind. The wind display … no longer affords reliable guidance on whether to turn the boat closer to the wind, or to ease away from the wind. The assemblage or meshwork of sea, wind, hull, wheel, rudder, sails, ropes, anemometer, wind vane, analogue and digital displays, microprocessors and their connecting cables continues to act, but the crusty squatters living on the paddlewheel mean that truth and appearance can no longer be properly distinguished. 

There are workarounds, one of which is ready to hand for people who have learned to sail without instruments. One can use the boat and its sails as an epistemic device. One stops, for a moment, using the boat as a productive device – whose purpose is to move us through the water as quickly as possible, to get to our destination – and converts it into an epistemic device – whose purpose is to answer the question: where is the wind? One edges the boat up into the wind, closer to the direction from which the wind appears to blow, and watches closely for the luff of the sail to start shaking. At the point where it begins to shake (to “luff”), one eases off a little, letting the bow of the boat drop a few degrees further off the wind. Knowing the boat well, one also senses a subtle shift in speed through the water. Like other sailors, over a lifetime, I have learned to carry out this epistemic activity to the point where it can be quite automatic and embodied, meshed with proprioception, with an alternating rhythm that balances speed and knowledge.

In other words, some activities of sailing have both productive and epistemic objects: one learns to sail a boat quickly and to tweak the environment to check whether one could be sailing even more quickly. In use, the boat becomes an educational technology.” (p1603)

Figure 1: The logwheel: as bought from the chandlers and after immersion in subtropical water for some months

References (full set of references used in the chapter)

Anderson, L. (2006). Analytic autoethnography. Journal of Contemporary Ethnography, 35(4), 373-395. 

Beattie, A. R., & Hayes, S. (2020). Whose domain and whose ontology? Preserving human radical reflexivity over the efficiency of automatically generated feedback alone. In N. B. Dohn, P. Jandrić, T. Ryberg, & M. De Laat (Eds.), Mobility, data and learner agency in networked learning (pp. 83-99). Cham: Springer.

Billett, S. (2014). Mimetic learning at work: learning in the circumstances of practice. Heidelberg: Springer.

Billett, S. (2018). Distinguishing lifelong learning from lifelong education. Journal of Adult Learning, Knowledge and Innovation, 2(1), 1-7. 

Bochner, A. P. (2012). On first-person narrative scholarship: Autoethnography as acts of meaning. Narrative Inquiry, 22(1), 155-164. doi:https://doi.org/10.1075/ni.22.1.10boc

Bojsen-Møller, J., Larsson, B., & Aagaard, P. (2015). Physical requirements in Olympic sailing. European Journal of Sport Science, 15(3), 220-227. doi:10.1080/17461391.2014.955130

Boon, P. (2017). The Hawkesbury river: a social and natural history. Clayton South, Victoria: CSIRO.

Bradley, W. (1969). A voyage to New South Wales: the journal of Lieutenant William Bradley RN of HMS Sirius. Facsimile. Sydney: Ure Smith Pty Ltd.

Brown, M. (2017). The offshore sailor: Enskilment and identity. Leisure Studies, 36(5), 684-695. 

Brown, M., & Humberstone, B. (2016). Seascapes: shaped by the sea. London: Routledge.

Brown, M., & Peters, K. (Eds.). (2019). Living with the sea: knowledge, awareness and action. London: Routledge.

Campbell, K. (2015). The feminist instructional designer: an autoethnography. In B. Hokanson, G. Clinton, & M. W. Tracey (Eds.), The design of learning experience: creating the future of educational technology (pp. 231-268). Cham: Springer International Publishing.

Carey, P. (2008). 30 days in Sydney: a wildly distorted account. London: Bloomsbury.

Carvalho, L., & Yeoman, P. (2018). Framing learning entanglement in innovative learning spaces: connecting theory, design and practice. British Educational Research Journal, 44(6), 1120–1137. doi:doi:10.1002/berj.3483

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Conrad, J. (1913/2013). The mirror of the sea: memories and impressions. Toller Fratrum: Little Toller Books.

Dant, T., & Wheaton, B. (2007). Windsurfing: An extreme form of material and embodied interaction? Anthropology Today, 23(6), 8-12. 

Denzin, N. K. (2014). Interpretive autoethnography. Los Angeles: Sage.

Ellington, H., Percival, F., & Race, P. (1993). Handbook of educational technology (3rd ed.). London: Kogan Page.

Foley, D., & Read, P. (2020). What the colonists never knew: a history of Aboriginal Sydney. Canberra: National Museum of Australia Press.

Gale, T., & Walls, J. (2000). Development of a sailing dinghy simulator. Simulation, 74(3), 167-179. 

Goodyear, P., & Carvalho, L. (2019). The analysis of complex learning environments. In H. Beetham & R. Sharpe (Eds.), Rethinking pedagogy for a digital age: principles and practices of design (3rd ed., pp. 49-65). Abingdon: RoutledgeFalmer.

Goodyear, P., Carvalho, L., & Yeoman, P. (in press). Activity-Centred Analysis and Design (ACAD): core purposes, distinctive qualities and current developments. Educational Technology Research and Developmenthttps://doi.org/10.1007/s11423-020-09926-7 

Goodyear, P., Thompson, K., Ashe, D., Pinto, A., Carvalho, L., Parisio, M., . . . Yeoman, P. (2015). Analysing the structural properties of learning networks: architectural insights into buildable forms. In B. Craft, Y. Mor, & M. Maina (Eds.), The art and science of learning design (pp. 15-29). Rotterdam: Sense.

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Huff, M., & Schwan, S. (2012). The verbal facilitation effect in learning to tie nautical knots. Learning and Instruction, 22(5), 376-385. doi:https://doi.org/10.1016/j.learninstruc.2012.03.001

Hunkins, F. P. (1992). Sailing: Educating and celebrating self. The Educational Forum, 56(4), 443-450. 

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Mentz, S. (2015). Shipwreck modernity: ecologies of globalization, 1550-1719. Minneapolis: University of Minnesota Press.

Orams, M. B., & Brown, M. (2020). The dream and the reality of blue spaces: the search for freedom in offshore sailing. Journal of Sport and Social Issues, 0(0), 0193723520928599. doi:10.1177/0193723520928599

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Sayers, R., & Searl, G. (2017). Retracing Governor Phillip’s footsteps around Pittwater: the mystery of the cove on the East side. Retrieved from http://www.pittwateronlinenews.com/Retracing-Gov-Phillips-Footsteps-around-Pittwater.php 9 Nov 2020

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Schwan, S., & Riempp, R. (2004). The cognitive benefits of interactive videos: learning to tie nautical knots. Learning and Instruction, 14(3), 293-305. doi:https://doi.org/10.1016/j.learninstruc.2004.06.005

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Sintonen, S. (2020). From an experimental paper to a playful screen: How the essence of materiality modulates the process of creation. British Journal of Educational Technology.

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‘Where?’ is no longer a simple question

After a year’s wrangling about ‘online vs face-to-face’, many people are coming round to the view that this is a false and unhelpful dichotomy. Learning doesn’t happen online. It happens where the learner is. The digital and material resources that come to hand while engaged in a learning activity can have subtle and powerful effects on how the activity unfolds, and on the learning that eventuates.

I’m using this brief post to point to some literature that helps with thinking about education and learning when the digital and material are seen as closely entangled, rather than in opposition.

The most recent paper I’d recommend is Lesley Gourlay’s article ‘There is no “virtual learning”: the materiality of digital education’. https://doi.org/10.7821/naer.2021.1.649

Some of the best recent writing about education that responds in a sophisticated way to the limitations of the ‘online vs face-to-face’ dichotomy can be found in the new(ish) journal Postdigital Science and Education.

In particular, I’d recommend two papers in PDSE by Tim Fawns and by Christine Sinclair and Sarah Hayes.

Fawns, T. (2019). Postdigital education in design and practice. Postdigital Science and Education, 1, 132-145. https://doi.org/10.1007/s42438-018-0021-8

Sinclair, C., & Hayes, S. (2019). Between the Post and the Com-Post: Examining the Postdigital ‘Work’ of a Prefix. Postdigital Science and Education, 1(1), 119-131. https://doi.org/10.1007/s42438-018-0017-4

The field of research and practice known as ‘Networked Learning’ is also a good source of ideas and experience, with many thoughtful accounts based on innovative teaching and careful investigation. We brought together a number of people who have been working on relations between digital tools and material places in a book edited by Lucila Carvalho, Maarten de Laat and myself in 2017.

Carvalho, L., Goodyear, P., & de Laat, M. (Eds.). (2017). Place-based spaces for networked learning. New York: Routledge.

The title of this blog post is taken from the introductory chapter to the PBSNL book.

Another recent article in PDSE provides a good way into this broader Networked Learning literature:

Networked Learning Editorial Collective. (2020). Networked Learning: Inviting Redefinition. Postdigital Science and Education, 3, 312-325. https://doi.org/10.1007/s42438-020-00167-8

Finally, there’s a recent special issue of BJET on ‘hybrid’ learning spaces, including a paper I wrote about how university teachers and others design for learning activities that spill across the material and digital.

Goodyear, P. (2020). Design and co-configuration for hybrid learning: Theorising the practices of learning space design British Journal of Educational Technology, 51(4), 1045–1060. https://doi.org/10.1111/bjet.12925

ICCE 2020

28th International Conference on Computers in Education

Here’s a copy of the slide deck I used in my keynote at the ICCE conference (25th November 2020). There are more slides/ideas in here than I discuss/use in the actual talk. Notably, there are a couple of slides very near the end containing follow-up references.

AECT 2020 Presentation

The 2020 convention of the AECT – the Association for Educational Communications and Technology – moved ‘online’, like so many conferences this year. I was asked to make a presentation connected with my AECT/ETR&D Distinguished Development Award. There’s a recorded version of the presentation here on YouTube (takes about 20 minutes). Here’s a copy of the slides and notes (40 Meg.).

There’s an associated paper, mirroring some of the talk, currently under review with ETR&D. Here’s the abstract.

Activity-Centred Analysis and Design (ACAD): core purposes, distinctive qualities and current developments

Peter Goodyear, Lucila Carvalho & Pippa Yeoman
Abstract

This paper provides a summary account of Activity-Centred Analysis and Design (ACAD). ACAD offers a practical approach to analysing complex learning situations, in a way that can generate knowledge that is reusable in subsequent (re)design work. ACAD has been developed over the last two decades. It has been tested and refined through collaborative analyses of a large number of complex learning situations and through research studies involving experienced and inexperienced design teams. The paper outlines the motivation for ACAD and describes a number of its central features. The paper also provides an overview of two current areas of development in ACAD: the creation of explicit design rationales and the ACAD toolkit for collaborative design meetings. As well as providing some ideas that can help teachers, design teams and others discuss and agree on their working methods, ACAD has implications for some broader issues in educational technology research and development. It questions some deep assumptions about the framing of research and design thinking, in the hope that fresh ideas may be useful to people involved in leadership and advocacy roles in the field.

Convivial technologies and networked learning

In the process of drafting a recent paper ( NLEC 2020 “Networked learning: inviting redefinition” ) I suggested to co-authors that it might be an opportune moment to revive Ivan Illich’s concept of “tools for conviviality” (Illich 1973). 

To be honest, we were stuck – we were facing a conundrum about how to refer to technology as part of the definition of Networked Learning. 

The “customary definition” of Networked Learning runs as follows:

We define networked learning as: learning in which information and communications technology (ICT) is used to promote connections: between one learner and other learners; between learners and tutors; between a learning community and its learning resources. (Goodyear, Banks, Hodgson & McConnell, 2004, p1, original emphasis)

The first formulation of this definition is found in a research proposal we submitted in 1998.

We define ‘networked learning’ as learning in which C&IT is used to promote connections: between one learner and other learners, between learners and tutors; between a learning community and its learning resources. (Goodyear, Hodgson & Steeples, 1998, p2, original emphasis)

At the time, ‘C&IT’ (Communication and Information Technology) was the preferred acronym used by the funding body to whom we were bidding (the UK’s Joint Information Systems Committee – Jisc). Our proposal was a response to a call from Jisc for R&D projects addressing three aspects of what Jisc had labelled ‘Networked Learning’. The definition we wrote into our proposal was a deliberate strategy to insert into Jisc’s conception of ‘Networked Learning’ the kinds of human, social and community interactions in which we were interested, and which we particularly valued. The text we wrote into our proposal, immediately after the words above, helps establish this point.

Some of the richest examples of networked learning involve interaction with on-line materials and with other people. But use of on-line materials is not a sufficient characteristic to define networked learning. (Goodyear, Hodgson & Steeples, 1998, p2, original emphasis)

In the circumstances – late 1990s, UK Higher Education – it was quite likely that Jisc would fund proposals that focussed only on individual use of online learning materials (given the interest in personalised learning and more efficient “delivery” of education). We were keen to create other opportunities: a more ambitious conception of what was possible and worthwhile. We weren’t introducing the term “Networked Learning” – we were expanding what it meant and beginning to shift the core of its meaning. (There’s more on this history, if you are interested, in the first two chapters of the The Architecture of Productive Learning Networks . 

Wind forward to 2020, and we find ourselves trying to construct a better definition – or at least a better concise description – of Networked Learning. The reasons for this are in the NLEC paper.

We struggle with an appropriate way of talking about what had previously been referred to as “C&IT” or “ICT”. One complicating factor is that none of us wants to say that the use of contemporary digital technologies is a necessaryfeature of Networked Learning – for at least two reasons. Firstly, in the 20 years or so since the definition was first written, use of “ICT” has moved from esoteric to everyday. Secondly, we’ve become much more conscious of hybridity – no longer wanting to make sharp distinctions between “digital” and “analogue” or (heaven forfend) “virtual” and “real”. Rather, the tools and infrastructures used by people in learning and other activities are better understood as assemblages or networks of people and things: material, digital and hybrid. This is well explained in a number of places. See, for instance, Chris Jones’s Networked Learning book (Jones, 2015) or papers by Fawns (2019) and Carvalho & Yeoman (2018). 

Tim Fawns, for example, argues for 

a postdigital perspective in which all education—even that which is considered to lie outside of digital education— takes account of the digital and non-digital, material and social, both in terms of the design of educational activities and in the practices that unfold in the doing of those activities. (Fawns, 2019, p132)

One of the strongest motives for revising the Networked Learning definition was that the older “customary” version did not foreground the critical and emancipatory commitments that are found widely in the Networked Learning literature. In finding an alternative to “ICT” or “digital technologies” we remembered Illich and his “tools for conviviality”. Hence, the text in NLEC (2020) says:

Networked learning involves processes of collaborative, co-operative and collective inquiry, knowledge-creation and knowledgeable action, underpinned by trusting relationships, motivated by a sense of shared challenge and enabled by convivial technologies. Networked learning promotes connections: between people, between sites of learning and action, between ideas, resources and solutions, across time, space and media.

In settling on these words, we were conscious of the fact that “convivial” is used by Illich with a special meaning and that anyone looking up dictionary definitions might be misled into thinking that “tools for conviviality” are the stock-in-trade of people who organise parties – bottles of wine, plates of food, music systems and balloons. Illich himself was conscious of this linguistic issue – that his readers might associate the term with “tipsy jolliness”. 

After many doubts, and against the advice of friends whom I respect, I have chosen “convivial” as a technical term to designate a modern society of responsibly limited tools. In part this choice was conditioned by the desire to continue a discourse which had started with its Spanish cognate. …  I am aware that in English “convivial” now seeks the company of tipsy jollyness, which is distinct from that indicated by the OED and opposite to the austere meaning of modern “eutrapelia,” which I intend. By applying the term “convivial” to tools rather than to people, I hope to forestall confusion. (Illich, 1973)

Illich uses the term ‘tool’ broadly, to include

“…simple hardware such as drills, pots, syringes, brooms, building elements, or motors, and not just large machines like cars or power stations [but also] productive institutions such as factories that produce tangible commodities like corn flakes or electric current, and productive systems for intangible commodities such as those which produce “education,” “health,” “knowledge,” or “decisions.” I use this term because it allows me to subsume into one category all rationally designed devices, be they artifacts or rules, codes or operators… School curricula or marriage laws are no less purposely shaped social devices than road networks.”

Illich explained the value of convivial tools in contrast to those provided by a centrally or hierarchically managed industrial society: one in which people are obedient workers and consumers.

Convivial tools are those which give each person who uses them the greatest opportunity to enrich the environment with the fruits of his or her vision. Industrial tools deny this possibility to those who use them and they allow their designers to determine the meaning and expectations of others. Most tools today cannot be used in a convivial fashion (Illich, 1973)

People need not only to obtain things, they need above all the freedom to make things among which they can live, to give shape to them according to their own tastes, and to put them to use in caring for and about others. Prisoners in rich countries often have access to more things and services than members of their families, but they have no say in how things are to be made and cannot decide what to do with them. Their punishment consists in being deprived of what I shall call “conviviality.” They are degraded to the status of mere consumers. (Illich, 1973)

He drew firm connections between conviviality and justice:

In an age of scientific technology, the convivial structure of tools is a necessity for survival in full justice which is both distributive and participatory. … Rationally designed convivial tools have become the basis for participatory justice (Illich, 1973)

In the NLEC 2020 paper we make connections to more recent work that is capturing the imagination of many people who are deeply concerned about contemporary challenges of climate change, sustainability, poverty and social justice, but who are uncertain about how to act. These feel, to me, to be close to the spirit of Illich on conviviality, and concerned with tools for joint inquiry and action. See especially Manzini (2015), Raworth (2017), Cottam (2019) and Krznaric (2020).

The connections to Networked Learning are most apparent in situations where people come together to both (a) analyse and understand a problematic situation and (b) decide what action to take together, and take it.

(a) is the homeground for people working in a critical tradition. If I wanted to be provocative, I might say that some people working in a critical tradition offer no tools for (b) – they write as if it is enough to name a problem and its causes. Planning and sustaining complex action in the world needs more than this.

Consider “expansive learning”. The following is taken from Engeström. Other examples where people come together to design processes of inquiry and action can be found in Chapter 19 of Markauskaite & Goodyear (2017).

“An ideal-typical sequence of epistemic actions in an expansive learning process can be condensed as follows.

The first action is that of questioning, criticizing or rejecting some aspects of the accepted practice and existing wisdom. For the sake of simplicity, this action is called questioning.

The second action is that of analyzing the situation. Analysis involves mental, discursive or practical transformation of the situation in order to find out causes or explanatory mechanisms. Analysis evokes “why?” questions and explanatory principles. One type of analysis is historical-genetic; it seeks to explain the situation by tracing its origins and evolution. Another type of analysis is actual-empirical; it seeks to explain the situation by constructing a picture of its inner systemic relations.

The third action is that of modeling the newly found explanatory relationship in some publicly observable and transmittable medium. This means constructing an explicit, simplified model of the new idea that explains and offers a solution to the problematic situation.

The fourth action is that of examining the model, running, operating and experimenting on it in order to fully grasp its dynamics, potentials and limitations. 

The fifth action is that of implementing the model by means of practical applications, enrichments, and conceptual extensions. 

The sixth and seventh actions are those of reflecting on and evaluating the process and consolidating its outcomes into a new stable form of practice. 

Together these actions form an open-ended expansive cycle. In practice, the learning actions do not follow one another in a neat order. There are loops of returning and repeating some actions, as well as gaps of omitting or stepping over some action.” (Engeström, 2020, p37)

Most of Engeström’s examples arise from locally-situated work in “Change Laboratories”. For geographically dispersed communities committed to joint inquiry and action, Networked Learning offers some convivial tools.

In a recent Twitter exchange, Marianne Riis asked for some pointers to publications in the Networked Learning literature reporting use of “convivial tools”. (She and her colleague Anna Brodersen were working on a revision of the paper they presented at the 2020 Networked Learning Conference: “Development of a Pedagogical Design Matrix for ICT-based Boundary Crossing in Dual VET”. You can find it in the proceedings here.)

This is a very fair question, but it is not easily answered. One reason is that many of us would have to admit that we have/had begun to forget about Illich. 

He visited my university and gave a talk in the mid 1970s. At the time, I found many of his ideas captivating. (I went to university to learn about environmental science and development studies and I became very interested in ideas about “appropriate technology” – the “small is beautiful” paradigm advanced by Ernst Schumacher and so on.) And I guess that as I immersed myself in the areas where technology and education overlap, I found myself thinking in ways influenced by Illich and others, without necessarily making direct connections. (I wrote a chapter on “convivial learning environments” for a book on learning and affect technologies about 10 years ago. My inaugural professorial lecture at Sydney University (2004) also drew on Illich, conviviality and learning spaces.) 

So … how best to answer the question posed by Marianne and Anna?

1) Take a look at some of Petar Jandrić’s writing on Illich, conviviality, deschooling and the internet (e.g. Jandrić 2014).

2) And also some of the writing in the NL community on Illich’s notion of “learning webs” which was picked up by Christopher Alexander (“Pattern 18: Network of Learning”). 

3) And then I would suggest some of the chapters in Part 2 of the Carvalho & Goodyear (2014) APLN collection – in which we chose to focus on networks that were consciously engaged in various forms of social action.

We mention Illich on the first page, where we set up Networked Learning, in part, by framing formal education as an aberration. But after that we neglect to mention him at all.

Looking across the history of our species, one sees much more experience of learning from networks of family, friends and acquaintances than of learning in formally constituted educational institutions, such as schools and universities. Indeed, some would argue that schools, colleges and modern universities will turn out to be a short-lived aberration – that they are suspect inventions that seemed to serve the needs of rapidly urbanizing and industrializing populations, but that soon turned out to be expensive and ineffective ways of meeting human needs (Illich 1973, Illich and Verne 1976,Varbelow and Griffith 2012). (Goodyear & Carvalho, 2014, p3).

However, I think it can be argued that a number of the chapters in Part 2 of APLN portray networks of people using technologies in a convivial manner. Other examples that spring quickly to mind come from the teaching of Viv Hodgson, Dave McConnell, Michael Reynolds and others on the MA in Management Learning at Lancaster – approaches and underpinning values that are reflected in their various contributions to the NL literature. (See for example Hodgson & McConnell, 2019.)

As a closing point, it should be clear by now that to label a tool or technology “convivial” is to speak mainly about how it is being used, and for what kinds of purpose. It is not saying much about what one might call the intrinsic or inherent properties of the tool. Illich implies that some tools are hard to use in convivial ways. 

There’s an interesting line to explore here, concerning convivial technologies and the distinctions made in the instrumental genesis literature between the properties of a tool and the schemes for its use. (See, for instance, Rabardel & Beguin, 2005; Lonchamp, 2012; Ritella & Hakkarainen, 2012; Carvalho et al., 2019.) 

References

Alexander, C., Ishikawa, S., Silverstein, M., Jacobson, M., Fiksdahl-King, I., & Angel, S. (1977). A pattern language: towns, buildings, construction. New York: Oxford University Press.

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

Carvalho, L., Martinez-Maldonado, R., & Goodyear, P. (2019). Instrumental genesis in the design studio. International Journal of Computer Supported Collaborative Learning, 14, 77-107. doi:https://doi.org/10.1007/s11412-019-09294-2

Carvalho, L., & Yeoman, P. (2018). Framing learning entanglement in innovative learning spaces: connecting theory, design and practice. British Educational Research Journal, 44(6), 1120–1137. doi:doi:10.1002/berj.3483

Cottam, H. (2019). Radical Help: How we can remake the relationships between us and revolutionise the welfare state: Little Brown.

Engeström, Y. (2020). Ascending from the abstract to the concrete as a principle of expansive learning. Psychological Science and Education, 25(5), 31-43. 

Fawns, T. (2019). Postdigital education in design and practice. Postdigital Science and Education, 1, 132-145. 

Goodyear, P. (2011) Affect, technology and convivial learning environmentsin Calvo, R., & D’Mello, S. (Eds.). (2011). New perspectives on affect and learning technologies. Berlin: Springer.

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

Goodyear, P., Banks, S., Hodgson, V., & McConnell, D. (2004). Research on networked learning: aims and approaches. Chapter 1 In P. Goodyear, S. Banks, V. Hodgson, & D. McConnell (Eds.), Advances in research on networked learning. Dordrecht: Kluwer Academic Publishers.

Goodyear, P., Hodgson, V., & Steeples, C. (1998). Student experiences of networked learning in higher education. Research proposal to Jisc: Lancaster

Hodgson, V., & McConnell, D. (2019). Networked learning and postdigital education. Postdigital Science and Education, 1(1), 43–64. https://doi.org/10.1007/s42438-018-0029-0.

Illich, I. (1973). Tools for conviviality. London: Marion Boyars.

Jandrić, P. (2014). Deschooling Virtuality. Open Review of Educational Research, 1(1), 84-98. doi:10.1080/23265507.2014.965193

Jones, C. R. (2015). Networked Learning: An educational paradigm for the age of digital networks. Dordrecht: Springer.

Lonchamp, J. (2012). An instrumental perspective on CSCL systems. International Journal of Computer-Supported Collaborative Learning, 7(2), 211-237. doi:10.1007/s11412-012-9141-4

Krznaric, R. (2020). The good ancestor: how to think long term in a short-term world. London: WH Allen.

Manzini, E. (2015). Design, when everybody designs: an introduction to design for social innovation. Cambridge MA: MIT Press.

Markauskaite, L., & Goodyear, P. (2017). Epistemic fluency and professional education: innovation, knowledgeable action and actionable knowledge. Dordrecht: Springer.

Networked Learning Editorial Collective. (2020). Networked Learning: Inviting Redefinition. Postdigital Science and Education. doi:10.1007/s42438-020-00167-8

Rabardel, P., & Beguin, P. (2005). Instrument mediated activity: from subject development to anthropocentric design. Theoretical issues in ergonomic science, 6(5), 429-461. 

Raworth, K. (2017). Doughnut economics: seven ways to think like a 21st century economist. London: Penguin Random House.

Riis, M & Brodersen, A (2020) Development of a Pedagogical Design Matrix for ICT-based Boundary Crossing in Dual VET, Proceedings for the Twelfth International Conference on Networked Learning 2020, Edited by: Hansen, S.B.; Hansen, J.J.; Dohn, N.B.; de Laat, M. & Ryberg, T. pp175-182.

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. doi:10.1007/s11412-012-9144-1

Schumacher, E. (1974). Small is beautiful: a study of economics as if people mattered. London: Abacus.

Working with the universities we have, not the universities we wish we had.

This is partly prompted by Jesse Strommel’s post here warning against pedagogical models. 

Jesse has been a voice of reason and humanity in many debates about how we teach and how we relate to students in higher education – not just in situations where technology plays a part, but more generally. He works in North America and some of what he writes resonates very clearly with experiences in US universities. I have lots of friends and colleagues who work in US universities, and I read a lot of the research that comes from US-based education research, educational technology and learning sciences scholars. But all my direct experience of studying and working in higher education has been in Northern Ireland and England (1970s to 2003) and Australia (2003 onwards). There are important differences between countries in the ways higher education is organised, funded, described and experienced. There are significant terminological differences that can also cause confusion, undermine mutual understanding, or simply make our worlds seem strange and even alien. Some of these differences are obscured on Twitter (and in the terser forms of social media more generally), and can generate a bit of irritation. (“That may be how they do things in the US, but it’s not like that here.”)  

One of Jesse Strommel’s recurring pieces of wise advice is that we (teachers in higher education) should spend more time talking with our students, finding out about them, learning more about their real needs and desires, and about the lives they are leading before, outside and beyond university. He also talks about “teaching the students we have, not the students we wish we had.”   I have no trouble identifying with these sentiments, and I suspect that’s also the case with many of my colleagues, even though we’re not closely involved in the American HE discourse to which these words are a reaction. For example, some of the debates about ‘rigour’, grading, making allowances for students’ circumstances, the power of administrators and the cultural variations between universities take on different forms in the UK and Australia. Though we ‘get’ the main points being made, they can feel exotic and are expressed in ways that can cause us to feel well outside the worlds described. 

All that said, I’m trying to unpick what it is that Jesse is deprecating in his article. I’ve come up with the following possible readings:

1) Beware of ed tech companies, consultants, gurus and other snake-oil salesmen bearing gifts. They may be offering you a colourful diagram but their true motives could cause damage to you, your wallet and the people and things you care about.

2) Beware of any attempts to simplify and over-systematise what you do. One size does not fit all. Watch out for administrators and other powers-that-(would)-be who may weoponise rubrics, models, quality frameworks and other paraphernalia, in ways that stop you doing good work. Moreover, don’t do this to yourself: inflexible methods can be used to self-harm. 

3) Beware of specific models. They may be wrong, outdated, or prone to being misunderstood or misapplied. Among those listed in Jesse’s article are: learning styles, Bloom’s taxonomy (original and revised), ADDIE, scaffolding, design thinking, Quality Matters, andragogy and HyFlex. 

4) Beware of all and any models. Model-based action/thinking takes you in the wrong direction. Start by talking to your students.

5) There is also a cynical reading: that undermining the legitimacy of models undermines the credibility of other influencers and strengthens the position of those whose brand depends upon being understood as deeply and inherently good and wise. 

Taking these one at a time.

1) I am in full agreement. Caveat emptor. Especially when someone else is buying with your money. 

2) Absolutely. But pause for a moment to consider how we decide when something is as simple as possible, but not simpler.

3) For sure. But pause for another moment to consider that (a) the things referred to in the list are of quite diverse kinds – are they all actually models? And (b) we evaluate models of the world and models to guide action by different criteria. How, for example, should we think about scaffolding? Should we be testing the validity of the science, from Bernstein, Luria and Vygotsky through Wood, Bruner & Ross and on into the hundreds of studies across psychology, educational technology and the learning sciences? Or should we think about scaffolding (and fading) as designable elements in a learning environment that we have a responsibility to help create? How should we think about design thinking? As the infantilising pastime popularised by fans of IDEO? (Actually, that’s defamatory to infants, who could teach most of the Silicon Valley celebrities a thing or two about ideation and empathy.) Or as a set of resources for people to work together and construct more just and sustainable ways of living? (I’m thinking of Ezio Manzini and Hilary Cottam here, but pick your own.)

4) Cards on the table. One big part of my work has been to create frameworks for analysing and designing complex learning environments. Working with some very creative and industrious colleagues, I’ve helped construct some ways to help other people think about learning and design. We’ve done some of this by designing, some by analysing existing designs, and some by researching how design is done and what design tools and methods help teachers (and others) in higher education to design better. Skin in the game. If you’re interested, you can read more about the approaches we’ve taken by following up on other links from this site – some papers here; a good 3 minute video here

But the main point I want to try to make is the following. Yes, agreed, talk to students – early and often. But don’t kid yourself that this leads in any simple way to a plan of action. One of those subtle, unstated, differences that I pick up when I read some US-based commentators on good practice in higher education and compare what they say with the lived experiences of university teachers here in Sydney is that ‘talking to students’ is a more straightforward proposition when you have a class of 30 or 50 than is the case with Biology 101 or Psych 101 here – with one or two thousand students in the class. 

But let’s not get hung up on scale. Bring in the constraints of a curriculum that can’t be changed till the year after next, a squad of casual tutors who don’t get paid to attend course planning meetings and who may not know they have a job till the week the course starts, a set of teaching spaces last renovated in the 1950s, a digital and regulatory infrastructure that changes every couple of years, QA regimes that don’t measure what really matters, time-poor students who need to satisfice course requirements in order to juggle work and carer responsibilities, worsening job prospects, a risk-averse business sector, an anti-intellectual government and a tycoon-owned media whose business model depends on fanning new fronts in the culture wars. And Covid. And climate change. And colonialism.

About 20 years ago, I made a conscious choice to work with and for the teachers we actually have, in the universities we actually have. I hope that part of my work helps them, and their students, tool up for collective action to create worlds worth living in:  ‘new normals’ worth fighting for. But my work also needs to provide resources – including ‘tools to think with’ – that can be used next Monday, or perhaps the Monday after.  And to help with the complex challenges of distinguishing between what can be changed this week, this year, next year, and maybe never. Finding the edges of what can be changed, and how, is not always simple. Nor is it always easy to discern what should be changed, and what consequences may flow.

So, I guess I’m left wanting to say that I believe in the value of tools and methods that can help groups of people understand complex situations, and come to an agreement on how to move onwards. Talk is good. Raw observation and experience are good. But I’m not sure they are sufficient unto the day – especially Monday.    

Oh yes. I almost forgot.

5) I am good and wise enough to deprecate cynicism.

Aligning education, digital and learning space strategies: an ecological approach

These are slides to accompany the presentation I made at ITaLI, University of Queensland, this morning.

Rob Ellis and I have a chapter on this in a new book edited by Ron Barnett and Norman Jackson.

Our book length treatment was published earlier this year by Routledge.

Tasks, activities and student learning

Talk at ITaLI, University of Queensland, 7th November 2019

The following references are cited in the slides/talk. Slides themselves are here: Goodyear UQ 2019-Nov-07 condensed.

Bearman, M., & Ajjawi, R. (2019). Can a rubric do more than be transparent? Invitation as a new metaphor for assessment criteria. Studies in Higher Education, 1-10.

Beckman, K., Apps, T., Bennett, S., Dalgarno, B., Kennedy, G., & Lockyer, L. (2019). Self-regulation in open-ended online assignment tasks: the importance of initial task interpretation and goal setting. Studies in Higher Education, 1-15.

Biggs, J., & Tang, C. (2007). Teaching for quality learning at university: what the student does (3rd ed.). Buckingham: Open University Press.

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

Ellis, R., & Goodyear, P. (2010). Students’ experiences of e-learning in higher education: the ecology of sustainable innovation. New York: RoutledgeFalmer.

Forbes, D., & Gedera, D. (2019). From confounded to common ground: Misunderstandings between tertiary teachers and students in online discussions. Australasian Journal of Educational Technology 35(4). doi:10.14742/ajet.3595

Goodyear, P. (2015). Teaching as design. HERDSA Review of Higher Education, 2, 27-50. Retrieved from http://www.herdsa.org.au/system/files/HERDSARHE2015v02p27.pdf

Hadwin, Allyson, and Philip Winne. 2012. “Promoting Learning Skills in Undergraduate Students.” In Enhancing the Quality of Learning, edited by John R. Kirby and Michael J. Lawson, 201–27. New York: Cambridge University Press

Krippendorff, K. (2006). The semantic turn: a new foundation for design. Boca Raton FL: CRC Press.

Laurillard, D., Kennedy, E., Charlton, P., Wild, J., & Dimakopoulos, D. (2018). Using technology to develop teachers as designers of TEL: Evaluating the learning designer. British Journal of Educational technology, 49(6), 1044-1058. doi:10.1111/bjet.12697

Shuell, T. (1986). Cognitive conceptions of learning. Review of Educational Research, 56(4), 411-436.

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

Sun, S. Y. H., & Goodyear, P. (2019). Social co-configuration in online language learning. Australasian Journal of Educational Technology, 36(2), 13-26. doi:https://doi.org/10.14742/ajet.5102

Wisner, A. (1995a). Understanding problem building: ergonomic work analysis. Ergonomics, 38(3), 595-605.

Wisner, A. (1995b). Situated cognition and action: implications for ergonomic work analysis and anthropotechnology. Ergonomics, 38(8), 1542-1557.

The Sydney Business School ACAD video (3 mins) is here: https://player.vimeo.com/video/302378219