Showing posts with label cognitive maps. Show all posts
Showing posts with label cognitive maps. Show all posts

Thursday, July 3, 2014

The Cartography of Learning

So, I've been thinking about mapping, not just because I have these maps I collected at UCL in March, but also because I've been thinking more about the utility of processes such as the V&R mapping that we have been using in our research.  What Dave White has said to me is that mapping exercises like V&R give us processes to offer people, but no answers, that in fact people use the processes to find their own answers.  It's not our job as researchers to provide answers, in this framing, but to ask effective questions that prompt people to find their own way.  As usual, my first instinct was to be annoyed by this. My annoyance stems now from thinking that Dave is probably correct.

I am often asked for Answers when I give talks about what is going on with faculty and students and libraries and education generally.  While it's tempting to try to provide Answers,  I think that I'm much better at coming up with more questions.  And ultimately, that might be more useful, as I think I'm probably not the one who should be Answering.

Cognitive mapping exercises at UNCC and UCL reveal people's learning landscapes.  Thinking about cognitive mapping in the larger context of mapping exercises  made me consider the possibility of a discussion around the cartography of learning, that is, all the different ways we try to capture and visualize what people are doing when they are learning.  We are mapping (or having people map for themselves) what they perceive to be there, and in the mapping we receive a revelation, not something predictable, or predicting.  We also do not have a precise rendering of actual practices, but an interpretation of practice.  How can we use the maps to build more deeply observed pictures of behavior?  How do we deal with the fact that maps are only ever representations of a lived reality?

If the Google Earth of Bloomsbury looks like this:


And the Google Map looks like this:



And the Tube map, itself a concept map of sorts, looks like this:


Then we have a map like this one I collected in March:



For this first year archaeology student, UCL is a series of spaces isolated from each other, but connected by the fact that he needs to do things, different academic tasks,  in each space (my favorite is the professor's office in the lower left, filled with clutter except for a small clearing in which professor and students can sit to talk).  I can see that these spaces are connected, but he does not represent them that way.



This PhD student has drawn lines indicating how connected her spaces are, the ones in Bloomsbury, and the ones that are not.  She annotated the map with notes about the technology and particulars of the work she does in each space, which places have particular resources (content and people) she cannot get anywhere else, and marks cafes with the cups of tea or coffee that she goes there for.  She has glossed her own map--I can bring my own spin to things (and I will), but there is already interpretation here.

Cognitive maps, the V&R maps, these are all contributing to a kind of cartography of practice.  In the case of the cognitive maps I've been collecting from faculty and students, the mapping is an emic process, where the the practitioners themselves represent their own practices as best they can.

 In V&R mapping workshops,  people map their own practices, but they are also asked to think about the practices of others.  We've done that in the V&R research project as well,  for example in this map, where we took practices invoked by the interviewee and plotted it in the V&R continuua:

map by Dave White and Erin Hood.



Here we engaged in the mapping of the traces of practices of others as an analytical tool, engaging in an etic process, imposing our interpretation of meaning from the outside looking in.

They map, we map, and possible meanings and definite questions can emerge from the process of mapping.

I have been working my way through Latour's Reassembling the Social with a Twitter group of colleagues, and am only part way through.  Latour invokes the "cartographies of the social" (p.34) when discussing the need for researchers to pay attention to actual practices, to the lay of the networks in play, and to de-emphasize the interpretive leap while still in the process of figuring out what it is we are looking at.  I am also struck by Latour's insistence that the best social science cannot privilege the perspective of the researcher, but must be embedded in the meanings and practices generated by the people being studied.  This, to me, is a plea for anthropology, but also for the sort of  lack of privileging that mapping exercises like these can inspire--these maps get their meaning from the intentions of the people drawing them as much if not more than from the interpretations we researchers later layer onto them.

Anthropologists are not always fantastic at not-privileging their interpretations of meaning, and I've been helped in this regard by the neo-Boasian appeal of Bunzl.  I frequently talk about being a sort of "native ethnographer," as an academic studying academia, but Bunzl's critique of the necessity of outsider status to anthropology is making me rethink that.  Our position as "outside" or "inside" is not as important as paying attention to what is present, and describing it as thoroughly and thoughtfully as possible.  It is not that interpretation is impossible, but that what we think things mean can and should be informed by a variety of perspectives, including that of the people among whom we are doing our work.  

What is important about the maps, and I think about research generally, is the process, the questions and the discussions they inspire, not the end result.  Thoughts about meaning should emerge from the discussion, from the process, and should never be framed as The Answer.




References:

Bunzl, Matti (2004), Boas, Foucault, and the “Native Anthropologist”: Notes toward a Neo-Boasian Anthropology. American Anthropologist, 106: 435–442. 

Latour, Bruno (2007) Reassembling the Social:  An Introduction to Actor Network Theory. Oxford (Oxford University Press). Page numbers refer to Kindle edition.

Images:
Google Maps, Google Earth screen shots
Tube map is a crop of:  http://www.tfl.gov.uk/cdn/static/cms/documents/large-print-tube-map.pdf

Thursday, April 17, 2014

Post-Digital Learning Landscapes

So I've just started to look at what I collected in London last month, but I've actually been thinking about and playing with cognitive maps for the past year or so, and I've got some preliminary analysis already.

Primarily, what I see in the maps that I collect from undergraduates, post-graduates, and faculty/academic staff are learning landscapes.  There is much talk of learning "spaces," but I think the problem there with that terminology is that they can be thought of too easily in isolation.  "Landscape" implies a network of spaces, with a relationship to each other.  Some landscapes are extensive, some are relatively local and limited, but they are all networks, and involve buildings, people, technology, modes of transportation, institutional spaces, commercial spaces, domestic places, and so on.  The reasons that people locate themselves in particular places tend to have less to do with the absolute qualities of a particular place, and more to do with a complex calculus of motives, including not just what they want to do in that place, but where they need to be beforehand, and after, with whom they will be (or want to be, or cannot be with).



The map above was generated by a 3rd year student in Project Management for Construction.  He has drawn UCL on the left, and then broken UCL down into the various institutional spaces he visits for his academic work (the Library, lecture halls, tutors' offices).  These institutional spaces are embedded in a larger network of cafes, domestic spaces, and even (weather permitting) parks.




This MA student in Russian literature has spaces all over London in her map.  Her home has sub-areas she has identified for particular sorts of work, her commute on the bus is earmarked for certain sorts of reading or listening work, and the UCL part of her map includes not just the SSEES library (ostensibly, her academic "home"), but also the Institute of Archaeology library, the Post-graduate common room, the Main library, and various cafe spaces.  She has called out her laptop in the UCL spaces as a crucial part of her landscape.




This faculty member in the Institute of Archaeology has separated his London landscape from his other significant locations, and has included labels for London libraries (the British Library, Senate House, the IoA Library, and in particular the Wellcome Library, limned in red), antiquity societies and museums, the Tube, and his office in the IoA.  Cambridge is important because of its connection to his brother as much as it is for its academic resources.  Yale's Beinecke gains additional importance because of New Haven's pizza.  His home setup is represented by him in an armchair with his laptop and a cat.

What strikes me most about these maps, especially given that I followed up the mapping exercise with a structured interview (modeled on the V&R instrument) is the relative lack of representations of "the digital."  We get some tools (computers, iPods, phones), and occasional representations of places/services such as Dropbox or Evernote, but in general, the digital is shot through these, but invisibly.  If I were to try to layer "the digital" onto a map such as this, it would simply light the entire thing up.

I want to pause here and note that when I first heard "post-digital" in conversation with Lawrie Phipps and Dave White, I was incredibly annoyed.  What on earth could they mean by that?  It smacked of "post-racial," which in my experience is a phrase used by people keen to deny particular sorts of realities.   But these maps, and the interviews that accompanied them plus the last 3 years (yikes) I've spent working on the Visitors and Residents project have apparently made me less resistant to the idea of "post-digital" than I would have been if I'd heard about it when the 52 group (Dave Cormier, Richard Hall, Lawrie Phipps, Dave White, Ian Truelove, and Mark Childs) came up with their concept paper in 2009.

I think I have post-digital learning landscape maps here.  The digital is just understood.  It's water to these academic fish.  And it's not just academics; people generally take the digital so much for granted, that when we ask them (as we do in the Visitors and Residents structured interviews) to think about what they do "with technology" or "on the web" they are taken aback, they have to think about disentangling it to talk about it separately, because their everyday practices are so completely wound around digital tools and places.  The role of the digital is practically unspeakable, we in our interviews are asking them to describe what it's like to breathe.  And when people do talk about technology, it takes very few sentences indeed for them to switch over to talking about people, or information--that is, the stuff they are accessing via technology is far more important, and far more the point, than the technology itself.

From the 52 group's 2009 concept paper, thanks to Doug Belshaw and his blog for leading the way to the cite:

"Not only is the digital subservient to the social, it is, in some ways (and soon most ways), transparent. We are moving towards a postdigital age where the tools driven by the microprocessor are common to the extent to which they will no longer be noticed. As the 'digital' calculator and the 'digital' watch have become calculators and watches, so will the ebook become a book and IM become 'message': the 'instant' will be taken for granted. Things digital will be accepted alongside our other technologies and the slate swept clear of many of the distracting dualisms (and technological factions) that pervade the educational discourse. The postdigital frees us to think more clearly and precisely about the issues we face, rather than become tied to an obsession with, and the language of, the new."