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

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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 

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Professional practice and knowledgeable action in turbulent times: rediscovering mètis

Chapter forthcoming in: J. Higgs, D. Tasker, N. Patten, & J. Orrell (Eds.), Shaping wise futures: a shared responsibility. Leiden: Brill.

Abstract

There are many ways of describing and categorising the forms of knowledge bound up in professional practice. Some approaches use the language and constructs of empirical psychology to focus on how knowledge may be represented in the mind, and how it may be learned and applied. Other approaches draw inspiration from philosophy, preferring its accounts of how knowledge ought to be. Or sociology, and its careful descriptions of how knowledge is created by real people in complex institutions. All of these perspectives have merits and it is likely that real progress is to be made by finding and forming more of their connections. In this chapter, I tap into some relatively recent writing about a very old epistemic tradition, briefly revisiting Aristotle’s depiction of epistêmê, téchnê and phrónêsis, before adding and arguing for a fourth conception of knowledgeable action: mètis. On some accounts, mètis is everywhere in ancient Greek culture, yet the species of “cunning intelligence” it names is neither very visible, nor widely applauded. My aim is to remedy this ignorance, assist in the rediscovery and rehabilitation of mètis and show how it may be just what we need when looking for wiser ways of surviving – and even flourishing – in turbulent times.

Notes & quotes

I’m grateful to Joy Higgs and colleagues for an opportunity to write about something that’s intrigued me since I first read about it in a paper by Alain Wisner, 25 years ago: the concept of mètis.

“An essential concept is clearly shown here: the difference between the prescribed
work (the task) and the real work (the activity) linked to the concrete difficulties of the
situation, to their perception by the operator, to the strategies he adopts to satisfy the
demands of the work and, in particular, to the hazards. As Dejours (1993) wrote, one
cannot avoid considering the creative aspect of any work activity. This is an intelligence
of practice, a ‘metis’, the crafty intelligence already distinguished in ancient Greek
vocabulary (Detienne and Vernant 1974).” (Wisner, 1995, p597)

I’ve used the task – activity distinction in a lot of my work on design for learning. In this chapter, I explore some of the ideas associated with mètis itself. The following excerpts give a flavour of the argument. Let me know if you’d like a copy of the full text.

Extracts from the chapter

It is in the nature of turbulent times that doubts arise about the kinds of capabilities that will be of most value in navigating and shaping uncertain futures. In universities, for example, we periodically check the relevance of our courses and their alignment with workplace and community needs. Gaining a sharper understanding of valued capabilities can prove useful as a way of improving course, curriculum and assessment design. More careful attention to the nature of workplace skills and knowledge has informed the development of richer ideas about the attributes that make university graduates more employable. Among other things, such work has added a list of important “soft skills” to complement graduates’ mastery of specialist technical knowledge. The intellectual coherence and robustness of research and practical development work in this broad area is quite variable. For example, the difficulty of translating ideas between workplace vernaculars and psychologically-plausible accounts of knowing and learning is exacerbated by the lack of relevant expertise among many of those who shape university curricula. This makes it all the more important to strengthen our shared understanding of the capabilities education should be seeking to foster. Moreover, we need to look well beyond the narrow desiderata for employability and workplace productivity. Educating new professionals so that they can play knowledgeable roles, with other citizens, actively engaging in responses to major social and environmental challenges, is also vitally important. Working with others to find ethical transitions to more sustainable ways of living depends upon a wider and deeper set of capabilities …

In this chapter, I explain and provide an argument for the Greek concept of mètis. Some well-established accounts of knowledge and ways of knowing have traced routes back to Ancient Greek philosophy to find and repurpose three key terms: epistêmê, téchnê and phrónêsis.

Epistêmê involves abstract generalisations and can be positioned as the core of scientific ways of knowing. Téchnê refers to technical know-how: knowing how to get things done. Phrónêsis is practical wisdom, derived from social practice and imbued with moral purpose. All three can play a part in understanding wisdom and wise living practices – the topic(s) at the heart of this book. The rediscovery of a fourth term – mètis – can be credited to two French scholars of Greek literature, culture and myth: Marcel Detienne and Jean-Pierre Vernant. Mètis can be translated narrowly as a form of “wily intelligence”, archetypally displayed in hunting and fishing. It is strongly associated with Odysseus/Ulysses and the skills of the seafarer that are needed and tested in turbulent waters: mètis allows the sailor to outwit a malevolent storm and avoid disaster. Detienne & Vernant (1974/1991) make a bolder claim: that mètis is foundational. It is needed to engage with epistêmê, téchnê and phrónêsis.

The idea of mètis has been explored more recently by de Certeau (1988), Baumard (1999) and Mentz (2015). It has not been picked up widely in writing about education: exceptions being Lynch & Greaves (2016) and Markauskaite & Goodyear (2017), who mention it in passing. McKenna (2019) finds a place for mètis in thinking about the many contradictions encountered in organisational life.

The chapter proceeds as follows. I start by providing a short working definition of mètis and then, with the help of selected authors, elaborate on the core ideas – ideas that might be generative in thinking about education for professional practice and the shaping of wise futures. I locate mètis in relation to some existing terms used widely in the literature on ways of knowing: particularly epistêmê, téchnê and phrónêsis. I then turn to the main text on mètis: Michel Detienne and Jean-Pierre Vernant’s Les Ruses de l’Intelligence: La Mètis des Grecs (1974). This wide-ranging exploration of early Greek literature and culture appeared in English translation in the 1980s, though most of the writing in English about mètis has been by Francophone authors. Detienne & Vernant explore, explain and elaborate on mètis by examining the wider semantic field which it inhabits. My summary is aimed at demonstrating the particular relevance of mètis for thinking about themes of professional work and wise living in a changing world. [The theme of the book.]

After that, I draw on more recent work by three authors who have used mètis in writing about: management, organisations and tacit knowledge (Baumard, 1994, 1999); tactics in the practices of everyday life (de Certeau, 1988) and workplace studies and ergonomics (Wisner, 1995a & b). The fourth author appearing in this section is Steve Mentz (2015), who combines an examination of mètis with an analysis of contemporary ecological challenges to argue, among other things, for a much more dynamic conception of the circumstances within which knowledgeable action is needed.

Finally, I explore some implications for professional knowledge and action. My sense is that there are many areas ripe for exploration, but I have focussed on what may be two aspects of a common challenge: (i) the framing (or “building”) of complex problems faced by professionals and their clients and (ii) marshalling the resources needed to fight for more sustainable ways of living and working.

In its title and content, the chapter dwells on the motif of “turbulent times”, which I take from Mentz (2015) and from Pitman & Kinsella (2019). Pitman and Kinsella have provided us with a thoroughgoing account of phrónêsis in professional practice (see especially Kinsella & Pitman, 2012). In their 2019 chapter, Pitman & Kinsella use the term “turbulent times” to refer quite broadly to contemporary contexts for professional work in which neoliberal economics and managerialist regimes of accountability have been eroding professional autonomy and making it harder to exercise professional responsibility in the service of clients’ best interests. This moral foundation is, they argue, a distinguishing feature of phrónêsis. As will become clear, in this chapter, drawing particularly on the imagery and arguments of Mentz, I use “turbulent times” with a greater sense of drama, uncertainty, volatility and threat. On this view, we need to supplement phrónêsis with mètis, to equip ourselves, our colleagues, and those who rely upon us, against various forms of shipwreck.

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Mètis is often glossed as a form of intelligence that is “wily”, “cunning” or “crafty”. It relies on the use of tricks to outwit a stronger or more capable opponent. On this reading, it is not a heroic virtue. Indeed, it would be disparaged by those who claim to love a “fair fight” on a “level playing field” and who denounce subterfuge. The redemption of mètis is quite straightforward, once one recognises this “fair play” framing of competition as a rhetorical device used by those who are accustomed to bringing superior resources to what is billed as a “fair fight” and/or by those who have no skin in the game. … There are, of course, occasions when joint subscription to a clear set of rules is important. But there are also many situations in which people are struggling to find a way forward in much less well-defined circumstances, where they are not matched evenly against well-behaved forces. Mentz (2015) makes the point most sharply by using the example of sailors’ skills in moments of threatened shipwreck – mètis as “skilled, tool-driven work … in which human actors modify and engage with a threatening and dynamic environment” (p77). The threats may not be so intense or overpowering in everyday workplaces, but the need to act smartly isn’t hard to find. For example, McKenna (2019) sees a role for mètis when managers in complex organisations are trying to reconcile competing, distorting pressures: such as the need to protect workers’ well-being in times of rampant cost-reduction.

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… On a first pass, we might say that what mètis adds [to epistêmê, téchnê and phrónêsis] is the ability to orchestrate these other ways of knowing, to outplay superior forces.  

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In exploring the many contexts in which mètis can be found, and valued, Detienne & Vernant do not restrict themselves to tales of gods and heroes. They find mètis at work, and of value, among hunters and fishers – whose qualities include “agility, suppleness, swiftness, mobility … [and] dissimulation, the art of seeing without being seen” (p30), vigilance and “a keen eye” (p31) – as well as among the animals hunted, including the fish …

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In sum, we can understand mètis as embodied intelligence in action: fit for uncertain times, ambiguous spaces and unequal competitions. In thinking about professional work, we can see mètis, more narrowly, as a resource for resolving – or side-stepping – the tensions and contradictions that arise in organisations that are being shaped by complex, competitive forces (McKenna, 2019). We can also see it more broadly as an inspiration for tackling much larger social, political and environmental challenges.

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Many recent accounts of the capabilities citizens will require if they are to play active roles in social innovation – working together to create more sustainable ways of living – emphasise the skills and dispositions needed to participate in complex, collaborative, inquiry-rich design (Yelavich & Adams, 2014; Manzini, 2015; Cottam, 2019; Costanza-Chock, 2020). The distribution of skills in such work can vary, with professionals and other experts taking greater or lesser roles (Goodyear, 2019). Drawing upon the idea of mètis, we can now take this a little further, building in some provision for the forms of dynamism that flow from conflict and environmental change. In short, many social innovations generate opposition from powerful interest groups jealous of their privileges. Few processes of social innovation unfold against the static background of an unchanging world. Identifying the workings of privilege, and improvising ways of resisting its powers, can only take us so far. Beyond that, successful innovation involves strategizing – and needs all the talents associated with mètis if entrenched powers are to be out-witted. Similarly, as Mentz (2015) argued, we no longer have the luxury of time, or a static world: stories imbued with mètis provide equipment for thinking in the midst of ecological catastrophe.  

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What does this mean for our conceptions of professional practice and its ways of knowing? For one thing, it promotes ways of framing the world, and the problems arising in professional work, that refuse to accept rigid notions of what is possible. But this is arguing for something that is much more than a critical reflex. Seeing the world, in Mentz’s terms, as Blue, not just Green, watery as well as sedimented, means learning to thrive in fluid, turbulent, sometimes alarming, situations – where judicious application of mètis can beat overwhelming odds and seize opportunities to save or make what we truly value. Using a different metaphor, this involves an ontological trick: refusing to see rigidities, and acting with others to make the most of uncertain times. 

To be clear, none of this absolves professionals from acting in line with the best of what is known about recurrent problems of practice – episteme and téchnê remain as relevant as ever. Nor does it mean we should extinguish phrónêsis: that “beacon of light, hope, and belief” in a morally-directed professional practice that puts the long-term needs of clients and society first (Kinsella & Pitman, 2012, p166). Rather, mètis can help animate epistêmêtéchnê and phrónêsis with the tactical prowess needed to take on the powerful, and win.   

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