Learnlets

Secondary

Clark Quinn’s Learnings about Learning

Useful cognitive overhead

2 December 2015 by Clark 2 Comments

As I’ve reported before, I started mind mapping keynotes not as a function of filling the blog, but for listening better.  That is, without the extra processing requirement of processing the talk into a structure, my mind was (too) free to go wandering. I only posted it because I thought I should do  something with it!  And I’ve realized there’s another way I leverage cognitive overhead.

As background, I diagram.  It’s one of the methods I use to reflect.  A famous cognitive science article talked about how diagrams are representations that map conceptual relationships to spatial ones, to use the power of our visual system to facilitate comprehension. And that’s what I do, take something I’m trying to understand, some new thoughts I have, and get concrete about them.  If I can map them out, I feel like I’ve got my mind around them.

I use them to communicate, too. You’ve seen them here in my blog (or will if you browse around a bit), and in my presentations.  Naturally, they’re a large part of my workshops too, and even reports and papers.  As I believe models composed of concepts are powerful tools for understanding the world, I naturally want to convey them to support people in applying them themselves.

Now, what I realized (as I was diagramming) is that the way I diagram actually leverages cognitive overhead in a productive way. I use a diagramming tool (Omnigraffle if you must know, expensive but works well for me) to create them, and there’s some overhead in getting the diagram components sized, and located, and connected, and colored, and…  And in so doing, I’m allowing time for my thoughts to coalesce.

It doesn’t  work with paper, because it’s hard to edit, and what comes out isn’t usually right at first.  I move things around, break them up, rethink the elements.  I can use a whiteboard, but usually to communicate a diagram already conceived.  Sometimes I can capture new thinking, but it’s easy to edit a whiteboard. Flip charts are consequently more problematic.

So I was unconsciously leveraging the affordances of the tool to help allow my thinking to ferment/percolate/incubate (pick your metaphor).  Another similar approach is to seed a question you want to answer or a thought you want to ponder before some activity like driving, showering, jogging, or the like.  Our unconscious brain works powerfully in the background, given the right fodder.  So hopefully this gives you some mental fodder too.

Templates and tools

1 December 2015 by Clark 2 Comments

A colleague who I like and respect recently tweeted: “I can’t be the only L&D person who shudders when I hear the word ‘template'”, and I felt vulnerable because I’ve recently been talking about templates.   To be fair, I have a different meaning than most of what’s called a ‘template’, so I thought perhaps I should explain.

Let’s be clear: what’s typically referred to as a template is usually a simple screen type for a rapid authoring tool.  That is, it allows you to easily fill in the information and generate a particular type of interaction: drag-and-drop, multiple-choice, etc.  And this can be useful when you’ve got well-designed activities but want to easily develop them.  But they’re not a substitute for good design, and can make it easy to do bad design too. Worse are those skins that add gratuitous visual elements (e.g. a ‘racing’ theme) to a series of questions in some deluded view that such window dressing has any impact on anything.

So what  am  I talking about?  I’m talking about templates that help reinforce the depth of learning science around the elements. I’m talking about templates for: introductions that ask for the emotional opener, the drill-down from the larger context, etc; practices that are contextualized, meaningful to learner, differentiated response options and specific feedback, etc; etc.  This could be done in other ways, such as a checklist, but putting it into the place where you’re developing strikes me as a better driver ;).  Particularly if it is embedded in the house ‘style’, so that the look and feel is tightly coupled to learner experience.

Atul Gawande, in his brilliant  The Checklist Manifesto, points out how there are gaps in our mental processing that means we can skip steps and forget to coordinate.  Whether the guidelines are in a template or a process tool like a checklist, it helps to have cognitive facilitation.  So what I’m talking about is  not a template that says how it’s to look, but instead what it should contain. There are ways to combine intrinsic motivation openings with initial practice, for instance.

Templates don’t have to stifle creativity, they can serve to improve quality instead.  As big a fan as I am of creativity, I also recognize that we can end up less than optimal if there isn’t some rigor  in our approach.  (Systematic creativity is  not an oxymoron!)  In fact, systematicity in the creative process can help optimize the outcomes. So however you want to scaffold quality and creativity, whether through templates or other tools, I do implore you to put in place support to ensure the best outcomes for you and  your audience.

CERTainly room for improvement

24 November 2015 by Clark 3 Comments

As mentioned before, I’ve become a member of my local Community Emergency Response Team (CERT), as in the case of disaster, the official first-responders (police, fire, and paramedics) will be overwhelmed.  And it’s a good group, with a lot of excellent  efforts in processes and tools as well as drills.  Still, of course, there’s  room for improvement.  I encountered one such at our last meeting, and I think it’s an interesting case study.

So one of the things you’re supposed to do in conducting search and rescue is to go from building to building assessing damage and looking for people to help.  And one of the useful things to do is to mark the status of the search and the outcomes, so no one wastes effort on an already explored building. While the marking is  covered in training and there’re support tools to help you remember,  ideally it’d be memorable, so that you  can regenerate the information and  don’t have to look it up.

The design for the marking is pretty clear: you first make a diagonal slash when you start investigating a building, and then you make a crossing slash  when you’ve made your assessment. And  specific information is to be recorded in each quarter of the resulting X: left, right, top, and bottom.  (Note that the US standard set by FEMA doesn’t correspond to the international standard from the  International Search & Rescue Advisory Group, interestingly).

However, when we brought it up in a recent meeting (and they’re very good about revisiting things that quickly fade from memory), it was obvious that most people couldn’t recall what goes where. And when I heard what the standard was, I realized it didn’t have a memorable structure.  So, here are the four things to record:

  • the group who goes in
  • when the group completes
  • what hazards may exist
  • and how many people and what condition they’re in*

So how would  you  map these to the quadrants?  And in one sense it doesn’t matter  if there’s a sensible rationale behind them. One sign that there’s not?  You can’t remember what goes where.

Our  local team leader was able to recall that the order is: left – group, top – completion, right – hazards, and bottom – people.  However, this seems to me to be less than  memorable, so let me explain.

To me, wherever you put the in, left or top, the coming out ought to be opposite. And given our natural flow, group going in makes sense to the left, and coming out ought to go on the right.  In – out.  Then, it’s relatively arbitrary where hazards and people go.  I’d make a case that top-of-mind should be the hazards found to warn others, but that the people are the bottom line (see what I did there?).  I could easily make a case for the reverse, but either would be a mnemonic to support remembering.  Instead, as far as I can tell, it’s completely arbitrary. Now, if it’s not arbitrary and there is a rationale,  it’d help to share  that!

The point being, to help people remember things that are in some sense arbitrary, make a story that makes it memorable. Sure, I can look it up, assuming that the lookup book they handed out stays in the pocket in my special backpack.  (And I’m likely to remember now, because of all this additional processing, but that’s  not what happens in the training.)  However,  making it regenerable from some structure gives you a much better chance of having it to hand. Either a model or a story is better than arbitrary, and one’s possible with a rewrite, but as it is, there’s neither.

So there’s a lesson in design to be had, I reckon, and I hope you’ll put it to use.

* (black or dead, red or needing immediate treatment for life-threatening issues, yellow or needing non-urgent treatment, and green or ok)

Learning and frameworks

13 November 2015 by Clark 4 Comments

There’s recently been a spate of attacks on 70:20:10 and moving beyond courses, and I have to admit I just don’t get it.  So I thought it’s time to set out why I think these approaches make sense.

Let’s start with what we know about how we learn. Learning is action and reflection.  Instruction (education, training) is designed action and guided reflection.  That’s why, by the way, that information dump and knowledge test isn’t a learning solution.   People need to actively apply the information.

And it can’t follow an ‘event’ model, as learning is spaced out over time. Our brains can only accommodate so much (read: very little) learning at any one time.  There needs to  be ongoing facilitation after  a formal learning experience – coaching over time and stretch assignments – to help cement and accelerate the learning experience.

Now, this can be something L&D does formally, but at some point formal has to let  go (not least for pragmatics) and it becomes the responsibility of the individual  and the community. It shifts from formal coaching to informal mentoring, personal exploration, and feedback from colleagues and fellow practitioners.  It’s impractical for L&D to take on this full responsibility, and instead becomes a role in facilitation of mentoring, communication, and collaboration.

That’s where the 70:20:10 framework comes in.  Leaving that mentoring and collaboration to chance is a mistake, because it’s demonstrably the case that people don’t necessarily have good self-learning skills.  And if we foster self-learning skills, we can accelerate the learning outcomes for the organization. Addressing the skills and culture for learning, personally and collectively, is a valuable contribution that L&D should seize. And it’s not about controlling it all, but making an environment that’s conducive, and facilitating the component skills.

Further, some people  seem to get their knickers in a twist about the numbers, and I’m not sure why that is.  People seem comfortable with the Pareto Principle, for instance (aka the 80/20 rule), and it’s the same. In both cases it’s not the exact numbers that matter, but the concept. For the Pareto Rule it’s recognizing that some large fraction of outcomes  comes from a small fraction of  inputs.  For the 70:20:10 framework, it’s recognizing that much of what you apply as your expertise comes from things other than courses.  And tired old cliches about “wouldn’t want a doctor who didn’t have training” don’t reflect that you’d also not want a doctor who didn’t continue  learning through internships and practice.  It’s not denying the 10, it’s augmenting it.

And this is really what Modern Workplace Learning is about: looking beyond the course.  The course is one important, but ultimately small, piece of being a practitioner, and organizations can no longer afford to ignore the rest of the learning picture.  Of course, there’s also the whole innovation side and performance support when learning doesn’t have to happen  as well, which is  something L&D also should facilitate (cue the L&D Revolution), but getting the learning right by looking at the bigger picture of how we really learn is critical.

I welcome debate on this, but pragmatically if you think about how you  learned what you do, you should  recognize that much of it came from other than courses. Beyond Education, the other two E’s have been characterized as Exposure and Experience. Doing the task in the company of others, socially learning, and by the outcomes of actually applying the knowledge in context, and making mistakes.  That’s real learning, and the recognition that it should not be left to chance is how these frameworks help raise awareness and provide an opportunity for L&D to become more relevant to the organization.  And that, I strongly believe, is a valuable outcome. So, what do you think?

Levels of Design

11 November 2015 by Clark 3 Comments

In a recent conversation, we were talking  about the Kirkpatrick model, and a colleague  had an interesting perspective that hadn‘t really struck me overtly. Kirkpatrick is widely (not widely enough, and wrongly) used as an evaluation tool, but he talked about using it as a design tool, and that perspective made clear for me a problem with our approaches.

So, there‘s a lot of debate about the Kirkpatrick model, whether it helps or hinders the movement towards good learning. I think it‘s misrepresented (including by its own progenitors, though they‘re working on that ;), and while I‘m open to new tools I think it does a nice job of framing a fairly simple but important idea. The goal is to start with the end in mind.

And the evidence is that it‘s not being used well. The largest implementation of the model is level 1, which isn‘t of use (correlation between learner reaction and actual impact is .09, essentially zero with a rounding error). Level 2 drops to a third of orgs, and it drops from there. And this is broken.

The point, and this is emphasized by the ‘design‘ perspective, is that you are supposed to start with level 4, and work back. What‘s the measurable indicator in the organization that isn‘t up to snuff, and what behavior (level 3) would likely impact that? And how do we change that behavior (Level 2)? And here‘s where it can go beyond training: that intervention might be a job aid, or access to a network (which hasn‘t been much in the promotion of the model).

To be fair, the proponents do argue you should be starting at Level 4, but with the numbering (which Don admits he might have got wrong) and the emphasis on evaluation, it doesn‘t hit you up front. Using it as a design tool, however, would emphasize the point.

So here‘s to thinking of learning design as working backwards from a problem, not forwards from a request. And, of course, to better learning design overall.

Under the ‘Content‘ Cover

10 November 2015 by Clark 5 Comments

Too often I see instructional design training and tools, in addition to talking about ‘objectives‘ and ‘assessment‘ (which I tend to call ‘practice‘, for hopefully obvious reasons), talking about ‘content‘. And I think that simplification is a path to bad learning design. It misses emphasizing the nuances, and that‘s a bad thing.

What should be the elements of content are an introduction to the learning experience, a presentation of the concept(s), examples that illustrate applying the concept to contexts, and a closing of the experience. Each of these have component parts that, when addressed, contribute to the likelihood of a good learning outcome. Ignoring them, however, is likely to lead to a lack of impact.

The problem is that our cognitive architecture is prone to mistakes in execution. We‘re bad at remembering bits and pieces, and we naturally can skip steps. That‘s why we create external tools like checklists and templates to support good design. So if we‘re not scaffolding here, we run the risk of creating content that may be well-written, but isn‘t well-designed.

And we see this all too often: eLearning that‘s content-heavy and learning light. It may have good production values, with a consistent look-and-feel, elegant prose, and great images, but it also tends to have too much rote information, little enough concepts, sparse and un-illuminating examples, and no real emotional ‘hook‘.

Instead, we could be using checklists or templates to ensure we get the right elements. We could have support for designing introductions, concept, examples, and closing, (and better support for good practice too ;). It doesn‘t have to be built into an authoring tool, but certainly should be manifest in the development tools for interim representations.

There are other reasons to be a bit more granular, such as flexible content that supports repurposing for delivery in the moment, and adaptive learning, but overall the real reason is for good design. It doesn‘t have to be granular, but it does have to explicitly consider the elements that contribute to learning and get those right. Right?

A Competent Competency Process

4 November 2015 by Clark 3 Comments

In the process of looking at ways to improve the design of courses, the starting point is good objectives. And as a consequence, I‘ve been enthused about the notion of competencies, as a way to put the focus on what people do, not what they know. So how do we do this, systematically, reliably, and repeatably?

Let‘s be clear, there are times we need knowledge level objectives. In medicine or any other field where responses need to be quick and accurate, we need a very constrained vocabulary. SO drilling in the exact meanings of words is valuable, as an example. Though ideally, that‘s coupled with using that language to set context or make decisions. So “we know it‘s the right medial collateral ligament, prep for the surgery” could serve as a context, or we could have a choice to operate on the left or right atrial ventricle as a decision point. As Van Merriënboer‘s 4 Component Instructional Design talks about, we need to separate out the knowledge from the complex problems we apply it to. Still, I suggest that what‘s likely to make a difference to individuals and organizations is the ability to make better decisions, not recite rote knowledge.

So how do we get competencies when we want them? The problem, as I‘ve talked about before, is that SMEs don‘t have access to 70% of what they actually do, it‘s compiled away. We then need good processes, so I‘ve talked to a couple of educational institutions doing competencies, to see what could be learned. And it‘s clear that while there‘s no turnkey approach, what‘s emerging is a process with some specific elements.

One thing is that if you‘re trying to cover a whole college level course, you‘ve got to break it up. Break down the top level into a handful of competencies. Then you continue to take each of those apart, and perhaps another level, ‘til you have a reasonable scope. This is heuristic, of course, but with a focus on ‘do‘, you have a good likelihood to get here.

One of the things I‘ve heard across various entities trying to get meaningful objectives is working with more than one SME. If you can get several, you have a better chance of triangulating on the right outcomes and objectives. They may well disagree about the knowledge, but if you manage the process right (emphasize ‘do‘, lather, rinse, repeat), you should be able to get them to converge. It may take some education, and you may have to let them get the

Not just any SMEs will do. Two things are really valuable: on the ground experience to know what needs to be done (and doesn‘t), and the ability to identify and articulate the models that guide the performance. Some instructors, for instance, can teach to a text but really aren‘t truly masters of the content nor are experienced practitioners. Multiple helps, but the better the SME, the better the outcome.

I believe you want to ensure that you‘re getting both the right things, and all the things. I‘ve recommended to a client about triangulating not just with SMEs, but with practitioners (or, rather, the managers of the roles the learners will be engaged in), and any other reliable stakeholders. The point is to get input from the practice as well as the theory, identifying the models that support proper behavior, and the misconceptions that underpin where they go wrong.

Once you have a clear idea of the things people need to be able to do, you can then identify the language for the competencies. I‘m not a fan of Bloom‘s (unwieldy, hard to reliably apply), but I am a fan of Mager-style definitions (action, context, metric).

After this is done, you can identify the knowledge needed, and perhaps created objectives for that, but to me the focus is on the ‘do‘, the competencies. This is very much aligned with an activity-based learning model, whereby you immediately design the activities that align with the competencies before you decide the content.

So, this is what I‘m inferring. There would be good tools and templates you could design to go with this, identifying competencies, misconceptions, and at the same time also getting stories and motivations. (An exercise left for the reader. ;) The overall goal, however, of getting meaningful objectives is key to getting good learning design. Any nuances I‘m missing?

Ho Mee Yin #LearnTech Keynote Mindmap

3 November 2015 by Clark Leave a Comment

LTC Ho Mee Yin told the mstory of rethinking the learning design for the Singapore Armed Forces.  She talked about some new frameworks that helped move to a more enlightened learning design that was more activity-centric, and a performance support tool for instructors.

Nuancing Engagement

3 November 2015 by Clark Leave a Comment

I‘ve talked in the past about the importance of engaging emotionally before beginning learning. And I‘ve talked about the importance of understanding what makes a topic intrinsically interesting. But I haven‘t really separated them out, as became clear to me in a client meeting. So let me remedy that here.

I‘ve argued, and believe, that we should open up learners emotionally before we address them cognitively. Before we tell them what they‘ll learn, before we show them objectives, we should create a visceral reaction, a wry recognition of “oh, yes, I do need to know this”. It can be a dramatic or humorous exaggeration of the positive consequences of having the knowledge or the negative consequences of not. I call this a ‘motivating example‘ different than the actual reference examples used to illustrate the model in context. In previous content we‘ve used comics to point out the problems of not knowing, and similarly Michael Allen had a fabulous video that dramatized the same. Of course, you also have a graphic novel introduction of someone saving the day with this knowledge. It of course depends on your audience and what will work for them.

Another story I tell is when a colleague found out I did games, and asked if I wanted to assist him and his team. The task was, to me and many, not necessarily a source of great intrinsic interest, but he pointed out that he‘d discovered that to practitioners, it was like playing detective. Which of course gave him a theme, and a overarching hook. And this is the second element of engagement we can and should lever.

Once we‘ve hooked them into why this learning is important, we then want to help maintain interest through the learning experience. If we can find out what makes this particular element interesting, we should have it represented in the examples and practice tasks. This will help illuminate the rationale and develop learner abilities by integrating the inherent nature of the task into the learning experience.

Often SMEs are challenging, particularly to get real decisions out of, but here‘s where they‘re extremely valuable. In addition to stories illustrating great wins and losses that can serve as examples (and the motivating example I mentioned above), they can help you understand why this is intrinsically interesting to them. They‘ve spent the time to become experts in this, we want to unpack why this was worth such effort. You may have to drill a bit below “make the world a better place”, but you could and should be able to.

By hooking them in initially by making them aware of the role of this knowledge, and then maintaining interest through the learning experience, you have a better chance of your learning sticking. And that‘s what we want to achieve, right?

Gary Stager #LearnTech2015 Keynote Mindmap

3 November 2015 by Clark Leave a Comment

Gary presented a passionate and compelling argument for the value of using the maker movement as a vehicle for education reform.

« Previous Page
Next Page »

Clark Quinn

The Company

Search

Feedblitz (email) signup

Never miss a post
Your email address:*
Please wait...
Please enter all required fields Click to hide
Correct invalid entries Click to hide

Pages

  • About Learnlets and Quinnovation

The Serious eLearning Manifesto

Manifesto badge

Categories

  • design
  • games
  • meta-learning
  • mindmap
  • mobile
  • social
  • strategy
  • technology
  • Uncategorized
  • virtual worlds

License

Previous Posts

  • October 2025
  • September 2025
  • August 2025
  • July 2025
  • June 2025
  • May 2025
  • April 2025
  • March 2025
  • February 2025
  • January 2025
  • December 2024
  • November 2024
  • October 2024
  • September 2024
  • August 2024
  • July 2024
  • June 2024
  • May 2024
  • April 2024
  • March 2024
  • February 2024
  • January 2024
  • December 2023
  • November 2023
  • October 2023
  • September 2023
  • August 2023
  • July 2023
  • June 2023
  • May 2023
  • April 2023
  • March 2023
  • February 2023
  • January 2023
  • December 2022
  • November 2022
  • October 2022
  • September 2022
  • August 2022
  • July 2022
  • June 2022
  • May 2022
  • April 2022
  • March 2022
  • February 2022
  • January 2022
  • December 2021
  • November 2021
  • October 2021
  • September 2021
  • August 2021
  • July 2021
  • June 2021
  • May 2021
  • April 2021
  • March 2021
  • February 2021
  • January 2021
  • December 2020
  • November 2020
  • October 2020
  • September 2020
  • August 2020
  • July 2020
  • June 2020
  • May 2020
  • April 2020
  • March 2020
  • February 2020
  • January 2020
  • December 2019
  • November 2019
  • October 2019
  • September 2019
  • August 2019
  • July 2019
  • June 2019
  • May 2019
  • April 2019
  • March 2019
  • February 2019
  • January 2019
  • December 2018
  • November 2018
  • October 2018
  • September 2018
  • August 2018
  • July 2018
  • June 2018
  • May 2018
  • April 2018
  • March 2018
  • February 2018
  • January 2018
  • December 2017
  • November 2017
  • October 2017
  • September 2017
  • August 2017
  • July 2017
  • June 2017
  • May 2017
  • April 2017
  • March 2017
  • February 2017
  • January 2017
  • December 2016
  • November 2016
  • October 2016
  • September 2016
  • August 2016
  • July 2016
  • June 2016
  • May 2016
  • April 2016
  • March 2016
  • February 2016
  • January 2016
  • December 2015
  • November 2015
  • October 2015
  • September 2015
  • August 2015
  • July 2015
  • June 2015
  • May 2015
  • April 2015
  • March 2015
  • February 2015
  • January 2015
  • December 2014
  • November 2014
  • October 2014
  • September 2014
  • August 2014
  • July 2014
  • June 2014
  • May 2014
  • April 2014
  • March 2014
  • February 2014
  • January 2014
  • December 2013
  • November 2013
  • October 2013
  • September 2013
  • August 2013
  • July 2013
  • June 2013
  • May 2013
  • April 2013
  • March 2013
  • February 2013
  • January 2013
  • December 2012
  • November 2012
  • October 2012
  • September 2012
  • August 2012
  • July 2012
  • June 2012
  • May 2012
  • April 2012
  • March 2012
  • February 2012
  • January 2012
  • December 2011
  • November 2011
  • October 2011
  • September 2011
  • August 2011
  • July 2011
  • June 2011
  • May 2011
  • April 2011
  • March 2011
  • February 2011
  • January 2011
  • December 2010
  • November 2010
  • October 2010
  • September 2010
  • August 2010
  • July 2010
  • June 2010
  • May 2010
  • April 2010
  • March 2010
  • February 2010
  • January 2010
  • December 2009
  • November 2009
  • October 2009
  • September 2009
  • August 2009
  • July 2009
  • June 2009
  • May 2009
  • April 2009
  • March 2009
  • February 2009
  • January 2009
  • December 2008
  • November 2008
  • October 2008
  • September 2008
  • August 2008
  • July 2008
  • June 2008
  • May 2008
  • April 2008
  • March 2008
  • February 2008
  • January 2008
  • December 2007
  • November 2007
  • October 2007
  • September 2007
  • August 2007
  • July 2007
  • June 2007
  • May 2007
  • April 2007
  • March 2007
  • February 2007
  • January 2007
  • December 2006
  • November 2006
  • October 2006
  • September 2006
  • August 2006
  • July 2006
  • June 2006
  • May 2006
  • April 2006
  • March 2006
  • February 2006
  • January 2006

Amazon Affiliate

Required to announce that, as an Amazon Associate, I earn from qualifying purchases. Mostly book links. Full disclosure.

We use cookies to ensure that we give you the best experience on our website. If you continue to use this site we will assume that you are happy with it.