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Clark Quinn’s Learnings about Learning

2015 Reflections

31 December 2015 by Clark 3 Comments

It’s the end of the year, and given that I’m an advocate for the benefits of reflection, I suppose I better practice what I preach. So what am I thinking I learned as a consequence of this past year?  Several things come to mind (and I reserve the right for more things to percolate out, but those will be my 2016 posts, right? :):

  1. The Revolution  is real: the evidence mounts that there is a need for change in L&D, and when those steps are taken, good things happen. The latest  Towards Maturity report shows that the steps taken by their top-performing organizations are very much about aligning with business,  focusing on performance, and more.  Similarly, Chief Learning Officer‘s Learning Elite Survey similarly point out to making links across the organization and measuring outcomes.  The data supports the principled observation.
  2. The barriers are real: there is continuing resistance to the most obvious changes. 70:20:10, for instance, continues to get challenged on nonsensical issues like the exactness of the numbers!?!?  The fact that a Learning Management System is not a strategy still doesn’t seem to have penetrated.  And so we’re similarly seeing that other business units are taking on the needs for performance support, social media, and ongoing learning. Which is bad news for L&D, I reckon.
  3. Learning design is  rocket science: (or should be). The perpetration of so much bad elearning continues to be demonstrated at exhibition halls around the globe.  It’s demonstrably true that tarted up information presentation and knowledge test isn’t going to lead to meaningful behavior change, but we still are thrusting people into positions without background and giving them tools that are oriented at content presentation.  Somehow we need to do better. Still pushing the Serious eLearning Manifesto.
  4. Mobile is well on it’s way: we’re seeing mobile becoming mainstream, and this is a good thing. While we still hear the drum beating to put courses on a phone, we’re also seeing that call being ignored. We’re instead seeing real needs being met, and new opportunities being explored.  There’s still a ways to go, but here’s to a continuing awareness of good mobile design.
  5. Gamification is still being confounded: people aren’t really making clear conceptual differences around games. We’re still seeing linear scenarios confounded with branching, we’re seeing gamification confounded with serious games, and more.  Some of these are because the concepts are complex, and some because of vested interests.
  6. Games  seem to be reemerging: while the interest in games became mainstream circa 2010 or so, there hasn’t been a real sea change in their use.  However, it’s quietly feeling like folks are beginning to get their minds around Immersive Learning Simulations, aka Serious Games.   There’s still ways to go in really understanding the critical design elements, but the tools are getting better and making them more accessible in at least some formats.
  7. Design is becoming a ‘thing’: all the hype around Design Thinking is leading to a greater concern about design, and this is a good thing. Unfortunately there will probably be some hype and clarity to be discerned, but at least the overall awareness raising is a good step.
  8. Learning to learn seems to have emerged: years ago the late great Jay Cross and I and some colleagues put together the Meta-Learning Lab, and it was way too early (like so much I touch :p). However, his passing has raised the term again, and there’s much more resonance. I don’t think it’s necessarily a  thing yet, but it’s far greater resonance than we had at the time.
  9. Systems are coming: I’ve been arguing for the underpinnings, e.g. content systems.  And I’m (finally) beginning to see more interest in that, and other components are advancing as well: data  (e.g. the great work Ellen Wagner and team have  been doing on Predictive Analytics), algorithms (all the new adaptive learning systems), etc. I’m keen to think what tags are necessary to support the ability to leverage open educational resources as part of such systems.
  10. Greater inputs into learning: we’ve seen learning folks get interested in behavior change, habits, and more.  I’m thinking we’re going to go further. Areas I’m interested in include myth and ritual, powerful shapers of culture and behavior. And we’re drawing on greater inputs into the processes as well (see 7, above).  I hope this continues, as part of learning to learn is to look to related areas and models.

Obviously, these are things I care about.  I’m fortunate to be able to work in a field that I enjoy and believe has real potential to contribute.  And just fair warning, I’m working on a few areas  in several ways.  You’ll see more about learning design and the future of work sometime in the near future. And rather than generally agitate, I’m putting together two specific programs – one on (e)learning quality and one on L&D strategy – that are intended to be comprehensive approaches.  Stay tuned.

That’s my short list, I’m sure more will emerge.  In the meantime, I hope you had a great 2015, and that your 2016 is your best year yet.

Starting a revolution?

29 December 2015 by Clark Leave a Comment

In thinking a bit about the Future of Work, one of the issues is where to start.  If we take the implications of the Coherent Organization to heart, we realize that the components include the work teams, the communities of practice (increasingly I think of it as a community of improvement), and the broader network.  But where to begin?

A couple of principles fall into place for me.  The first is the notion of  ‘trojan mice’, e.g. small steps rather than a epic change. That, coupled with the notion of scaling up from the small, leads me to believe that the best place to start is to start small. This follows on the advice about change in general  that changes should be strategic and leveraged.

So, a natural place to start small is the team itself.  The goal would be to draw upon a diverse team meeting a real need, but facilitating their tool use. I remember an engagement with a Scandinavian oil company that I was brought in on, where they started out establishing teams for new projects that crossed geographies (and, implicitly, cultures), scaffolded them using collaboration and communication tools, and then released them back to other projects. The goal was to skill up teams and have the team members become viral influences.

Another approach, as there are already likely communities in existence, would be to migrate and facilitate communities online. I recall that the Defense Acquisition University took this approach.  However, I might like to get some project teams going with tools and then migrate out to the communities, where those team members that had participated were familiar with the tools and could be drawn upon by the community.

In fact, after the initial team work, I might facilitate a team not only working together, but working out  loud back to their respective communities.  And while it makes practical sense to be sequential, at some point it might make sense to go parallel, and be having the working out loud from the teams being worked on at the same time as the community development. But for resource reasons, I might make it sequential.  Ultimately, you want to be facilitating the communities participating in  and outside  the organizations, and looking to other communities both inside and outside for inspiration.

The point is to be finding a small way to begin, and maybe take several tries until you work out how to do it well, then start scaling up and out.  You want to build need, awareness, and ability steadily.  It can effect a change in culture too, if the principles that make this work in teams and communities begins to be made aware as well.

And this is not independent of work on going to more performance consulting and performance support in the organization, but instead is a complement.  In previous exercises, different organizations have prioritized different elements, where you begin will be dependent on your context.

So, in the social space,  this is my instinct and experience, but welcome hearing alternate viewpoints.

#itashare

Showing the World

27 October 2015 by Clark Leave a Comment

One of the positive results of investigations into making work more effective has been the notion of transparency, which manifests as either working and learning ‘out loud‘, or in calls to Show Your Work.  In these  cases, it’s so people can know what you’re doing, and either provide useful feedback or learn from you.  However, a recent chat in the L&D Revolution group on LinkedIn on Augmented Reality (AR) surfaced another idea.

We were talking about how AR could be used to show how to do things, providing information for instance on how to repair a machine. This has already been seen in examples by BMW, for instance. But I started thinking about how it could be used to support education, and took it a bit further.

So many years ago, Jim Spohrer proposed  WorldBoard, a way to annotate the world. It was like the WWW, but it was location specific, so you could have specific information about a place  at the place.  And it was a good idea that got some initial traction but obviously didn’t continue.

The point, however, would be to ‘expose’ the world. In particular, given my emphasis on the value of models, I’d love to have models exposed. Imagine what we could display:

  • the physiology of an animal we’re looking at to flows of energy in an ecosystem
  • the architectural or engineering features of a building or structure
  • the flows of materials through a manufacturing  system
  • the operation of complex devices

The list goes on. I’ve argued before that we should expose our learning designs as a way to hand over learning control to learners, developing their meta-learning skills. I think if we could expose how things work and  the thinking behind them, we’d be boosting STEM in a big way.

We could go further, annotating exhibits and performances as well.  And it could be auditory as well, so you might not need to have glasses, or you could just hold up the camera and see the annotations on the screen. You could of course turn them on or off, and choose which filters you want.

The systems exist: Layar commercially, ARIS in the open source space (with different capabilities).  The hard part is the common frameworks, agreeing what and how, etc.   However,  the possibilities to really raise understanding is very much an opportunity.  Making the workings of the world visible seems to me to be a very intriguing possibility to leverage the power we now hold in our hand. Ok, so this is ‘out there’, but I hope we might see this flourishing quickly.  What am I missing?

Learning by experimenting

21 October 2015 by Clark Leave a Comment

In some recent work, an organization is looking to find a way to learn fast enough to cope with the increasing changes we’re seeing.  Or, better yet, learn  ahead of the curve. And this led to some thoughts.

As a starting point, it helps to realize that adapting to change is  a form of learning. So, what are the individual equivalents we might use as an analogy?  Well, in known areas we take a course.  On the other hand, for self-learning, e.g. when there isn’t a source for the answer, we need to try things.  That is, we need a cycle of: do – review -refine.

In the model of a learning organization, experimentation is clearly listed as a component of concrete learning processes and practices.  And my thought was that it is therefore  clear that any business unit or community of practice that wants to be leading the way needs to be trying things out.

I’ve argued before that learning units need to be using new technologies to get their minds around the ‘affordances’ possible to support organizational performance and development.  Yet we see that far too few organizations are using   social networks for learning (< 30%), for example.

If you’re systematically tracking what’s going on, determining small experiments to trial out the implications, documenting and sharing the results, you’re going to be learning out ahead of the game. This should be the case for all business units, and I think this is yet another area that L&D could and should be facilitating.  And by facilitating, I mean: modeling (by doing it internally), evangelizing, supporting in process, publicizing, rewarding, and scaling.

I think the way to keep up with the rate of change is to be driving it.  Or, as Alan Kay put it: “the best way to predict the future is to invent it”.  Yes, this requires some resources, but it’s ultimately key to organizational success, and L&D can and should be the driver of the process within the organization.

AI and Learning

7 October 2015 by Clark Leave a Comment

At the recent DevLearn, Donald Clark talked about AI in learning, and while I largely agreed with what he said, I had some thoughts and some quibbles. I discussed them with him, but I thought I’d record them here, not least as a basis for a further discussion.

Donald’s an interesting guy, very sharp and a voracious learner, and his posts are both insightful and inciteful (he doesn’t mince words ;). Having built and sold an elearning company, he’s now free to pursue what he believes and it’s currently in the power of technology to teach us.

As background, I was an AI groupie out of college, and have stayed current with most of what’s happened.  And you should know a bit of the history of the rise of Intelligent Tutoring Systems, the problems with developing expert models, and current approaches like Knewton and Smart Sparrow. I haven’t been free to follow the latest developments as much as I’d like, but Donald gave a great overview.

He pointed to systems being on the verge of auto parsing content and developing learning around it.  He showed an example, and it created questions from dropping in a page about Las Vegas.  He also showed how systems can adapt individually to the learner, and discussed how this would be able to provide individual tutoring without many limitations of teachers (cognitive bias, fatigue), and can not only personalize but self-improve and scale!

One of my short-term problems was that the questions auto-generated were about knowledge, not skills. While I do agree that knowledge is needed (ala VanMerriënboer’s 4CID) as well as applying it, I think focusing on the latter first is the way to go.

This goes along with what Donald has rightly criticized as problems with multiple-choice questions. He points out how they’re largely used as knowledge test, and  I agree that’s wrong, but  while there are better practice situations (read: simulations/scenarios/serious games), you can write multiple choice as mini-scenarios and get good practice.  However, it’s as yet an interesting research problem, to me, to try to get good scenario questions out of auto-parsing content.

I naturally argued for a hybrid system, where we divvy up roles between computer and human based upon what we each do well, and he said that is what he  is seeing in the companies he tracks (and funds, at least in some cases).  A great principle.

The last bit that interested me was whether and how such systems could develop not only learning skills, but meta-learning or learning to learn skills. Real teachers can develop this and modify it (while admittedly rare), and yet it’s likely to be the best investment. In my activity-based learning, I suggested that gradually learners should take over choosing their activities, to develop their ability to become self-learners.  I’ve also suggested how it could be layered on top of regular learning experiences. I think this will be an interesting area for developing learning experiences that are scalable but truly develop learners for the coming times.

There’s more: pedagogical rules, content models, learner models, etc, but we’re finally getting close to be able to build these sorts of systems, and we should be  aware of what the possibilities are, understanding what’s required, and on the lookout for both the good and bad on tap.  So, what say you?

Connie Yowell #DevLearn Keynote Mindmap

30 September 2015 by Clark Leave a Comment

Connie Yowell gave a passionate and informing presentation on the driving forces behind digital badges.

David Pogue #DevLearn Keynote Mindmap

30 September 2015 by Clark Leave a Comment

David Pogue addressed the DevLearn audience on Learning Disruption. In a very funny and insightful presentation, he ranged from the Internet of Things, thru disintermediation and wearables, pointing out disruptive trends. He concluded by talking about the new generation and the need to keep trying new things.  

Looking forward on content

24 September 2015 by Clark 5 Comments

At DevLearn next week, I’ll be talking about content systems in session 109.  The point is that instead of monolithic content, we want to start getting more granular for more flexible delivery. And while there I’ll be talking about some of the options on how, here I want to make the case about why, in a simplified way.

As an experiment (gotta keep pushing the envelope in a myriad of ways), I’ve created a video, and I want to see if I can embed it.  Fingers crossed.  Your feedback welcome, as always.

 

Biz tech

22 September 2015 by Clark 2 Comments

One of my arguments for the L&D revolution is the role that L&D  could be playing.  I believe that if L&D were truly enabling optimal execution as well as facilitating continual innovation (read: learning), then they’d be as critical to the organization as IT. And that made me think about how this role would differ.

To be sure, IT is critical.  In today’s business, we track our business, do our modeling, run operations, and more with IT.  There is  plenty of vertical-specific software, from  product design to transaction tracking, and of course more general business software such as document generation, financials, etc.  So how does L&D be as ubiquitous as other software?  Several ways.

First, formal learning software is really enterprise-wide.  Whether it’s simulations/scenarios/serious games, spaced learning delivered via mobile, or user-generated content (note: I’m deliberately avoiding the LMS and courses ;), these things should play a role in preparing the audience to optimally execute and being accessed by a large proportion of the audience.  And that’s not including our tools to develop same.

Similarly, our performance support solutions – portals housing job aids and context-sensitive support – should be broadly distributed.  Yes, IT may own the portals, but in most cases they are not to be trusted to do a user- and usage-centered solution.  L&D should be involved in ensuring that the solutions both articulate with and reflect the formal learning, and are organized by user need not business silo.

And of course the social network software – profiles and locators as well as communication and collaboration tools – should be under the purview of L&D. Again, IT may own them or maintain them, but the facilitation of their use, the understanding of the different roles and ensuring they’re being used efficiently, is a role for L&D.

My point here is that there is an enterprise-wide category of software, supporting learning in the big sense (including problem-solving, research, design, innovation), that should be under the oversight of L&D.  And this is the way in which L&D becomes more critical to the enterprise.  That it’s not just about taking people away from work and doing things to them before sending them back, but facilitating productive engagement and interaction throughout the workflow.  At least at the places where they’re stepping outside of the known solutions, and that is increasingly going to be the case.

Where in the world is…

18 August 2015 by Clark Leave a Comment

It’s time for another game of Where’s Clark?  As usual, I’ll be somewhat peripatetic this fall, but more broadly scoped than usual:

  • First I’ll be hitting Shenzhen, China at the end of August  to talk advanced mlearning  for a private event.
  • Then I’ll be hitting the always excellent  DevLearn  in Las Vegas at the end of September to run a workshop on learning science for design (you  should want to attend!) and give a session on content engineering.
  • At the end of October I’m down under  at the Learning@Work event in Sydney to talk the Revolution.
  • At the beginning of November I’ll be at LearnTech Asia in Singapore, with an impressive lineup of fellow speakers to again sing the praises of reforming L&D.
  • That might seem like enough, but I’ll also be at Online Educa in Berlin at the beginning of December running an mlearning for academia workshop and seeing my ITA colleagues.

Yes, it’s quite the whirl, but with this itinerary I should be somewhere near you almost anywhere you are in the world. (Or engage me to show up at your locale!) I hope to see  you at one event or another  before the year is out.

 

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