You know how it is, despite how much you plan for a debate/live speaking situation,  there’s always something that pops in to your head on the train home that makes you think, “oh I wish I’d said that.”  Since last week’s digifest I have had several of those moments.

As I wrote about last week, I took part in the “do analytics interventions always need to be mediated by humans” debate.  I was defending that  motion. I tried to explain my thoughts in this post.  Richard Palmer from Tribal put up a strong case taking the other view. In the end, despite me claiming a Trump like spectacular, popular victory ( Many people said so), the final vote was pretty close.  Due mainly to the word “always” and Richard’s pretty convincing argument that there are some alerts and “low level” interventions  can be automated and so do not “always” need human intervention.

However, of course they do. The final intervention/ action from any alert, analytics intervention has to be mediated by a human. In the context of our debate that means a student actually doing something as a direct result of that intervention. I wish I’d said that. And if students just ignore the automated alerts/interventions – what then? Are we measuring and monitoring that?  And what if all the power goes off?  What about alerts then? What happens when a student challenges the alert system for allowing s/he to fail? Oh, I wish I had said that  . . .

We do already alert students in a number of ways and we need to ensure we are having a dialogue with students so that we all understand what are the things that are actually motivating, and keep being motivating so that any student apps/alert systems we do produce don’t just suffer from the fitbit syndrome where obsession doesn’t actually lead to motivation but to disengagement.

The other thing – well it’s actually a word – that I wish I had said was “praxis”.  Part of my argument was to (very quickly and I confess somewhat superficially as I didn’t have a huge amount of time to prepare for the debate) draw some comparisons with learning  analytics and Freire’s  seminal Pedagogy of the Oppressed.  I did want to get the notion of praxis into the debate but on the day it didn’t quite happen.  However Mahi Bali picked this up over the weekend and commented on my blog.

“great title, Sheila, and bringing in Paulo Freire inside it is an additional bonus! I love where you’re going with this but would love it if you had the opportunity to take it further into more of Friere’s ideas with regards to praxis, consciousness-raising and empowerment of the oppressed. . . .What I think is interesting is the thinking of Paul Prinsloo on how to decolonize learning analytics such that learners possibly hold more power/control over their data and how it’s used. This could be a third path…

I couldn’t agree more. I think it really is time to discuss praxis in this context. Which brings me back to the core part of my argument last week. We need to have more debate and dialogue around learning analytics and the theoretical approaches we using to frame those dialogues.

I know this is a sweeping generalisation, please forgive me dear reader, but I do worry that emerging design models, partly driven by more fully online delivery, are defaulting to the now seemingly standard: read/watch, quiz, bit of “lite” discussion on the side of the page, badge/certificate  and repeat.  They are easy to measure, to “alert-ify”.  But they are not always the best educational experience.

I missed LAK this year and only so a few tweets so I’m sure that there is a lot of work going on a much higher levels in the learning analytics community. However there is still the nagging feeling in the back of my brain that discussing bayesian regression modelling is still quite dominant. I know last year at LAK there was a concerted effort to work with the learning sciences community, to bring in more learning theory.  But reflecting on last week, it seems to me that behaviourism is going to become (even more) embedded in our systems, in our KPIs, without us actually realising it or having the chance to have a an informed dialogue with our practising teachers and students. A post from Doug Clow from back in 2011,  springs to  mind, is the sinister sausage machine here?

Learning analytics, at least in digifest terms, seems to be the current “future now”.  There were so many session with it as their main theme, it was hard to avoid it. On the one hand I think this is great to see. The debate, the dialogues I have been arguing for are being given a chance to begin. We just need to ensure that they are given enough critical space to continue.  And to that end I guess I should get my “butt in to action” and maybe take a bit more time to write something a bit more informed about praxis.  In the meantime here’s a short interview where Richard and I try to summarise our debate.