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Clark Quinn’s Learnings about Learning

Inoculating the organization

9 October 2012 by Clark Leave a Comment

I was having a discussion the other day with my ITA colleague Jay Cross, and the topic wandered over to how to use the social approaches we foster under the umbrella of the Coherent Organization to help organizations  become one. And I went feral.

Working Collaboratively and cooperativelyDo we work top down, or bottom up?  In the course of the conversation it occurred to me that given the model we propose, that you can’t just have the broader social network create it, and you can’t even really build a community of practice (CoP).  The smallest unit is the working group; how could we use that?

The thought that struck me was creating a working group who’s goal was to create a CoP around being a Coherent Organization. That is, they’d have to understand the principles, start defining and discussing it, document the opportunities, and start disseminating the ideas through the organization.  Inherently, it  has  to be viral, and the most effective way to introduce a virus is by inoculation.

The idea then is that the mission of the working group is to develop a community of practice around understanding and implementing developing communities of practice. It’s a bit recursive or self-referential, but it’s the seed that needs to sprout.  Seeding it is the action that’s needed to get it going, and then some feeding needs to happen.  While it’s possible that a self-supported initiative could survive, having some external support may make sense in making this happen.

Yes, I’m assuming that the end result is desirable and possible.  The former is, I think, reasonably well accepted (short form: working effectively is a necessary survival tactic, going forward), even if the path to get there isn’t.  I’m suggesting that this is a path to get there. It’s not easy; it takes persistence, support, all those things that make organizational initiatives succeed, with an understanding of the strategies, policies, and cultural adjustments needed.  Yet I’ll suggest that it is doable.  Now, it’s time to do it!

#itashare

Focus on ‘do’

8 October 2012 by Clark 6 Comments

I’ve been working on a project where we’re reviewing the curriculum before we design the learning outcome.  The level of detail is admirable: courses are defined by objectives, which then drive learning objectives, from which are extracted key concepts to present.  And I’m finding one approach that’s making this go really well.

There are problems with the existing content.  Some of the learning objectives are too specific, leading to an interpretation that won’t lead to transfer beyond the classroom.  Some of the coverage in objectives or concepts is biased, so some topics are not covered enough, and others too much.  Some of the learning objectives are focused on tasks that were clearly designed to incite learner interest, but not in an intrinsic way.  And I’m not a domain expert, but I can still apply enough real world knowledge to make this determination (and we’ll review with SMEs).

What’s providing a very useful lever in identifying these gaps, even prior to remedying them, is a rabid focus on ‘do‘. That is: “what will the learner be able to do with this after the class”. Implied are two things: 1) that the learner will care about , and 2) that will let them have an impact somewhere.

This focus is letting me see that some things are so specific that they won’t generalize anywhere interesting; to identify that some of the goals are not really relevant anywhere else (e.g. a focus on ‘celebrity’ examples).  That the coverage is spotty and some topics that have applicability have been skipped.

Such a focus will, I think, help in the discussions with the SMEs, and provide a way to work with them to get good outcomes for the learning and the learners.  It’s a learning-centered approach (I think that’s a better phrase than learner-centric) that helps us meet the client’s goals in ways they understand.

What  do you think?

Beyond eBooks

1 October 2012 by Clark 5 Comments

Among the things I’ve been doing lately is talking to folks who’ve got content and are thinking about the opportunities beyond books.  This is a good thing, but I think it’s time to think even further.  Because, frankly, the ebook formats are still too limited.

It’s no longer about the content, it’s about the experience. Just putting your content onto the web or digital devices isn’t a learning solution, it’s an information solution.  So I’m suggesting transcending putting your content online for digital, and starting to think about the opportunities to leverage what technology can do.  It started with those companion sites, with digital images, videos, audios, and interactives that accompany textbooks, but the opportunities go further.

We can now embed the digital media within ebooks. Why ebooks, not on the web?  I think it’s primarily about the ergonomics. I just find it challenging to read on screen. I want to curl up with a book, getting comfortable.

However, we can’t quite do what I want with ebooks.  Yes, we can put in richer images, digital audio, and video. The interactives part is still a barrier, however. The ebook standards don’t yet support it, though they could. Apple’s expanded the ePub format with the ability to do quick knowledge checks (e.g. true/false or multiple choice questions).  There’s nothing wrong with this, as far as it goes, but I want to go further.

I know a few, and sure that there are more than a few, organizations that are experimenting with a new specification for ePub that supports richer interaction, more specifically pretty much anything you can do with HTML 5.  This is cool, and potentially really important.

Let me give you a mental vision of what could be on tap. There’s an app for iOS and Android called Imaginary Range.  It’s an interesting hybrid between a graphic novel and a game.  You read through several pages of story, and then there’s an embedded game you play that’s tied to, and advances, the story.

Imagine putting that into play for learning: you read a graphic novel that’s about something interesting and/or important, and then there’s a simulation game embedded where you have to practice the skills.  While there’s still the problem with a limited interpretation of what’s presented (ala the non-connectionist MOOCs), in well-defined domains these could be rich.  Wrapping a dialog capability around the ebook, which is another interesting opportunity, only adds to the learning opportunity.

I’ll admit that I think this is not really mobile in the sense of running on a pocketable, but instead it’s a tablet proposition. Still, I think there’s real value to be found.

Bob Mosher Keynote Mindmap #PSS12

13 September 2012 by Clark 5 Comments

Bob Mosher opened the Performance Support Symposium with a passionate keynote about Performance Support.  It strongly made the case for a blended approach, which I support.  As with mobile, the time is definitely now.

 

Organizational Cognition

13 September 2012 by Clark 1 Comment

A recent post on organizational cognitive load got me thinking (I like this quote: “major learning and performance initiatives will likely fail to achieve the hoped-for outcomes if we don‘t consider that there is a theoretical limit to collective throughput for learning”). I do believe organizations have distributed thinking that they apply to solving problems. Usually this is individual, but how might it be greater than that?

I think back to the Coherent Organization, and how folks are collaborating and cooperating in moving the organization forward. There’s lots of thinking going on, in many ways. Folks are solving problems in formal or informal working groups in many ways, whether achieving organizational goals directly, developing themselves together, and furthering the frontiers of their field in a variety of ways. Individual cognitive load we address through providing resources and tools. How do we reduce collective load?

In short, by making access to social networks, to collaborative media, as easy and ‘ready to hand‘ as possible. We want the focus to be on the task, not the tools. It’s about co-creating a performance ecosystem that works fluidly, seamlessly integrating the different resources we need.

It’s cultural as well as structural. You need to remove the barriers to working well, facilitating the ability to constructively interact by welcoming diversity, sponsoring psychological safety, soliciting new ideas, and providing space and time for reflection. You need leaders who walk the talk, learning out loud.

You can’t do this if you don’t understand how folks work and play together, and what it takes to get you there and stay there. The field continues to develop, but you need to be explicit about how this happen, and actively work to minimize interference with effective flow: communication and work.

#itashare

Inappropriate usage?

5 September 2012 by Clark 22 Comments

A few days ago, my colleague Jay Cross wrote a post on plagiarism, dealing with the fact that some of his work (even an example of some of our collaborative work) was being used without attribution. He preceded me in the use of Creative Commons licensing, but from his example (and Harold Jarche), I placed a BY – NC – SA license in the side bar.  Fast forward to today, and I get alerted by a colleague (thanks, Martin!) that my stuff is appearing without attribution.

Site of my scraped contentAt their  site (see screenshot), 4 of the first 6 posts listed are mine.  Full grab of the text, graphics, and all.  Not all of mine are there, but many.   The posts may no longer be there by the time you read this, but they were when I was notified, as the screenshot shows.  And, apparently, for a while in the past.  Look at my list of blog posts, and you’ll see that these were my four most recent posts.

Now, the license I mentioned means three things I ask for.  First, you say who it’s BY (i.e. attribution). That it’s NC No Charge, i.e. you’re not making money off of it (if you are, let’s work out a deal). And that it’s SA Share Alike. Others can take your content too. So, you’re welcome to use any or all of a post  if you a) attribute it to me, b) don’t charge, and c) you are willing for any work created from mine to similarly be shared.  I see that this group has only violated one, but I’m inclined to think it’s an important one. It’s  my thinking, after all.

As you might imagine, this upsets me.  I work hard to put worthwhile information out.  I expect to at least get credit for it, given that it provides no direct revenue (yep, still ad-free).  To have someone take my intellectual property and redistribute under their banner, without at least providing a pointer back strikes me as less than appropriate.  I note Jeff Cobb is getting credit.  Why not me?

Sure I’m grateful that they find it worth quoting, but not if they’re implying it’s theirs.  They’re getting value from my thinking, and I’m not getting anything in return.  Other have redistributed my posts, and they can, as long as they credit me (and aren’t charging for it).  That’s of value to me.  Unattributed, not so much.

By the way, when I pointed this out, several others indicated that this site has or has had unattributed content from themselves or others in the past.  You have to wonder…

Am I too touchy about this?

 

 

Coherent performance

20 August 2012 by Clark 3 Comments

I’ve been revisiting performance support in preparation for the Guild’s Performance Support Symposium  next month, and I’m seeing a connection between two models that really excite me. It’s about how social and performance support are a natural connection.

Problem-solvingSo, let’s start with a performance model. This model came from a look at how people act in the world and I was reminded of it during a conversation on informal learning. Most of the time, we’re acting in well-understood ways (e.g. driving), and we can keep our minds free for other things.  However, there may be times when we can’t rely on that well-practiced approach (say, for instance, if our usual route home is blocked for some reason). Then we have a breakdown, and need to consciously problem-solve. Ideally, if we find the solution, we reflect on it and make it part of our well-practiced repertoire.

Performance supportSo what I wanted to do was use this understanding to think about how we might support performance.  What support do we need at these different stages?  I propose that when we have a breakdown, ideally we find the answer, either as an information resource, or from a person with the answer.  Some of the time, we might identify a real skill shift we need, and then we might actually take a course, but it’s a small part of the picture.

If we find the answer, we can go back into action, but if we can’t find the answer, we have to go into problem-solving mode. Here, the support we need differs.  We may need data to look for patterns that can explain what’s going on, or models to help find a solution, or even people. Note, however, that the people here are different than the people we would access for the answer. If there were a person with the answer, we would’ve found them in the first step. Here it’s likely to be good collaborators, people with complementary skills and  a willingness to help.

If and when we find the answer, then we should share that so that others don’t have to do the same problem-solving, but can access the resource (or you) in the first step. This step is often skipped, because it’s not safe to share, or there’s just not a focus on such contributions and it’s too easy to just get back to work without recognizing the bigger picture.  This is one of the components of what Harold Jarche means by ‘narrating your work‘, and I mean in ‘learning out loud’.  If it’s habitual, it’s beneficial.

Working Collaboratively and cooperativelyThe connection that I see, however, is that there’s a very strong relationship between this model, and the coherent organization model. At the first step, finding the answer, likely comes from your community of practice or even the broader network (internal or external).  This is cooperation, where they’re willing to share the answer.

At the second step, if you get to problem-solving, this is collaboration.  It may not just be in a work group (though, implicitly, it  is  a work group), but could be folks from anywhere.  The bigger the problem, the more it’s a formal work group.

The point is that while the L&D group can be providing some of the support, in terms of courses and fixed resources, at other times the solution is going to require ‘the network’. That is, folks are going to play a part in meeting the increasing needs for working.  The resources themselves are increasingly likely to be collaboratively developed,  the answer is more likely ‘out there’ than necessarily codified in house.

There’s going to of necessity be a greater shift to more flexible solutions across resources and people, to support organizational performance.  The performance support model will increasingly require an infrastructure to support the coherent organization.  Are you ready?

Quinnovation online and on the go

1 August 2012 by Clark Leave a Comment

First, I have to tout that my article on content systems has been published in Learning Solutions magazine.   It complements my recent post on content and data.

Second, I’ll be presenting on mobile at the eLearning Guild’s Performance Support Symposium in September in Boston.  Would welcome seeing you there.  Also will be doing a deeper ID session for Mass. ISPI while I’m there.

Third, I’ll be keynoting the MobilearnAsia conference in Singapore at the end of October.  It’s the first in the region, and if you’re in the neighborhood it should be a great way to get steeped in mobile.

Finally, I’ll be at the eLearning Guild’s DevLearn in November, presenting my mobile learning strategy workshop, among other things.

If you’re at one of these events, say “hi”!

 

Emergent & Semantic Learning

10 July 2012 by Clark 2 Comments

The last of the thoughts still percolating in my brain from #mlearncon finally emerged when I sat down to create a diagram to capture my thinking (one way I try to understand things is to write about them, but I also frequently diagram them to help me map the emerging conceptual relationships into spatial relationships).

Semantic and Emergent rules for contentWhat I was thinking about was how to distinguish between emergent opportunities for driving learning experiences, and semantic ones.  When we built the Intellectricity© system, we had a batch of rules that guided how we were sequencing the content, based upon research on learning (rather than hardwiring paths, which is what we mostly do now).  We didn’t prescribe, we recommended, so learners could choose something else, e.g. the next best, or browse to what they wanted.  As a consequence, we also could have a machine learning component that would troll the outcomes, and improve the system over time.

And that’s the principle here, where mainstream systems are now capable of doing similar things.  What you see here are semantic rules (made up ones), explicitly making recommendations, ideally grounded in what’s empirically demonstrated in research.  In places where research doesn’t stipulate, you could also make principled recommendations based upon the best theory.  These would recommend objects to be pulled from a pool or cloud of available content.

However, as you track outcomes, e.g. success on practice, and start looking at the results by doing data analytics, you can start trolling for emergent patterns (again, made up).  Here we might find confirmation (or the converse!) of the empirical rules, as well as potentially  new patterns that we may be able to label semantically, and even perhaps some that would be new.  Which helps explain the growing interest in analytics.  And, if you’re doing this across massive populations of learners, as is possible across institutions, or with really big organizations, you’re talking the ‘big data’ phenomena that will provide the necessary quantities to start generating lots of these outcomes.

Another possibility is to specifically set up situations where you randomly trial a couple alternatives that are known research questions, and use this data opportunity to conduct your experiments. This way we can advance our learning more quickly using our own hypotheses, while we look for emergent information as well.

Until the new patterns emerge, I recommend adapting on the basis of what we know, but simultaneously you should be trolling for opportunities to answer questions that emerge as you design, and look for emergent patterns as well.  We have the capability (ok, so we had it over a decade ago, but now the capability is on tap in mainstream solutions, not just bespoke systems), so now we need the will.  This is the benefit of thinking about content as systems – models and architectures – not just as unitary files.  Are you ready?

 

Piecing together collaboration and cooperation: The Coherent Organization

3 July 2012 by Clark 8 Comments

In an insightful piece, Harold Jarche puts together how collaboration and cooperation are needed to make organizations work ‘smarter’, integrating workgroups with the broader social network by using communities of practice as the intermediary.  This makes a lot of sense to me, and I was inspired to take a look at the practices within those categories.  (Jay Cross has explored different facets of the implications of this way of thinking and talks about how we are building on this.)

Working Collaboratively and cooperativelyIn this depiction,we see behaviors of effective collaboration within work groups, such as coaching each other, using good practices for brainstorming, the elements of a learning organization, being willing to admit to problems, and being willing to lose if you don’t lose the lesson.

At the next level, communities of practice need to continue to evolve their practices, sharing issues and working together to resolve them.  Within these communities, sharing pointers as well as deeper thoughts are mechanisms for ‘stealth mentoring‘ and explicit mentoring is valuable as well.

At the outermost level, social networks are about tracking what’s happening and who knows what, looking for developments in related fields as mechanisms for improving designs, and sharing practice is a way to give back to the community.

At the intersections, you need practices of both sharing outward and bringing inward, always looking for fresh inspiration and valuable feedback. The transparency provides real value in developing trust among the constituencies.

I put reflection underpinning all of these, as a core practice.  Reflection is absolutely critical to continual improvement in every area.

Note that the firewall tends to cross the middle of the diagram, and by blocking access you’re effectively cutting off a portion of the corporate brain!

This should not by any means be considered definitive, as it’s my first draft, but I think it helps (me, at least) think about what practices could accelerate an organization to be both effective and efficient, able to move nimbly to deliver ongoing customer delight by continual innovation while executing as well. We’re thinking about this as the ‘Coherent Organization’, aligning the flows of information, and aligning the work with the organizational goals.   As always, I welcome your feedback: what should be added, removed, modified, etc.

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