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Clark Quinn’s Learnings about Learning

Levels of analysis

26 July 2011 by Clark Leave a Comment

When I was a grad student, a fellow student did an interesting study.  In analogical reasoning, what helps is abstracting from the specifics to the more general (and folks are bad at generating good analogies, though okay at using them, according to my PhD and other research).  Folks had made efforts at getting abstraction, and failed. What my fellow student did was to control the abstraction, and got useful outputs.  It turns out some abstract too far, and of course in general most don’t go far enough.

From that beginning, I’ve been interested in useful mental models, and good analysis from appropriate levels of abstraction. That’s what I have tried to do in my books: abstract to useful levels, and guide application in pragmatic ways.  And that’s what I look for in other’s work as well.  My PhD advisor has served as an excellent model: Don Norman’s book Design of Everyday Things is still a must-read for anyone designing for humans, and his subsequent books have similarly provided valuable insight.

I like the thinking of a number of folks who do this well.  For instance, I’m regularly learning with my Internet Time Alliance colleagues (Jay, Jane, Harold, and Charles).  Jane Bozarth, Marc Rosenberg, Allison Rossett, Will Thalheimer, Marcia Conner, and Donald’s Clark & Taylor are just a few of the folks who cut through the hype with incisive thinking. There are of course others I’m forgetting to mention (my apologies).  They’re looking for best principles, not best practices.

It’s a similar thinking that helps break down new technologies and finds the key affordances for learning, avoiding other intriguing but ultimately distracting features (Powerpoint presentations in Second Life, anyone?).  You need to look a bit deeper than the surface.

Interestingly, to do so really requires taking time for reflection.  Which is why it always frustrates me to hear those folks who say “I don’t have time for reflection”.  Really?  You don’t have time to do the most valuable level of thinking that will impact your effectiveness and ultimately save you time and money?

And can we please put this process into our school curriculum as well?  I benefited mightily by having a 12th grade AP English teacher (that’s you, Dick Bergeron) who modeled deeper thinking and used reciprocal teaching (without having that label) to help us develop our own abilities.  While I try to do so for my own kids, our society and world needs more folks thinking at useful levels.

So, please, take time and a step back from your day to day problem-solving and abstract across your activities and look for higher level principles, both emergent and external, that can improve what you’re doing.

 

A Storied History

14 July 2011 by Clark Leave a Comment

Rothenburg ob der Tauber (RodT) is a charming small town that has retained it’s medieval nature through both design and chance. The story is interesting, but more interesting for my purposes here is how You can learn that story.

One of the opportunities available in Rothenburg is the Night Watchman’s Tour, where a local dressed up as a night watchman walks you through various stops around town and tells Rothenburg’s history. You pay at the end, so you could skip paying, but after the experience it is definitely worth the money.  

The story telling is interesting; it’s very personal, starting with the life and role of the night watchman, a low class (because of ignorant prejudice) but important job. Across the course of the talk, the perspective becomes one of a proprietary interest in the city itself. The events are recited with a very causal but also human level of detail (e.g. how the post-war administrator’s mother’s connection to RodT saved the town).  There is a self-deprecating humor that leavens the message.

Also interesting is the story-telling style. The character speaks with great projection, but also in an almost sing-song style. There are somewhat odd but engaging emphases. It’s hard to characterize (I couldn’t reproduce it), but it worked.

As my lad said, it’s the most interesting history he’s ever learned. And that, I think, says a lot.  Don’t neglect the power of story, as Roger Schank would have us remember. Wrap up the details in a narrative that ties it together, as our brains are optimized for understanding in this way.

Learning History

7 July 2011 by Clark 1 Comment

Traveling with Jay Cross and Ellen Wagner in Berlin last December, we hit a great museum where they had artifacts from aa major period of German dominance. It was easy to use those concrete representations of life at the times, and the annotations (as well as Jay & Ellen’s learned commentary) as a foundation to think about the historic changes.

Thinking about the way we ,as a family, like to travel – studying up beforehand, choosing places that most concisely represent and communicate the local history and culture (and dining in ways to understand the best the culture has to offer :), and reading as we go along – it seems a great way to ground learning via experience. And experiential learning is powerful learning, connecting personal experience as context to conceptual models.  

I personally like to understand the ebb and flow of civilizations. My late friend Joe Cotter was a PhD in history, and taught me a little bit about how to think like a historian (not just to know history), thinking about causal forces. I try to apply that, as well as admittedly geeking out on weapons and castles.  

I’ve always felt that the old cliche is true, that travel broadens you. If you go with your eyes open, you can see the world from a different perspective, and even look at your own country differently. I really value the time I spent living in Australia, not only because of the fabulous friends and great experiences, but the ability to look back at the US and get a valuable extension on my understanding.  

It’s one thing to read about it, but to immerse yourself in the cuture and the artifacts with an overarching narrative really helps connect the broader context to the specifics. I hope you have the chance to have a similar experience.

TravelLearning

4 July 2011 by Clark 2 Comments

Travel is a great learning opportunity.  First, of course, is learning the history, geography, and culture of a place.  The cuisine of a new place is a particular personal interest. Of course, you can also learn about politics, economics, and more as well.  

A second level is looking at how these are portrayed within their own milieu; what are the stories they tell themselves and others about who and what they are.

And, of course, regardless of planning, travel ends up throwing you little challenges: changes in schedules, closures, delays, and more.  These become opportunities for meta-learning: both attitudinal (patience, tolerance, persistence, friendliness) and strategic (problem-solving, communication, etc.).

Moreso if you make a conscious effort to not just replicate the same experience everywhere you go (e.g. the generic international resort experience regardless of location), but instead work to learn what makes this particular destination unique. It’s like making content interesting; you have to find what makes the folks who live there proud. Another meta-lesson.

I was fortunate that my parents were great travelers, and instilled the love of new cultures in me, and I’m trying to do the same with my kids. I find the most interesting people are those who are interested in others. But even if you haven’t had the skills and attitude modeled, you can develop it yourself. Start small, get some wins, and expand (like all good plans :). Bon voyage!

Chris Dede Keynote Mindmap

8 June 2011 by Clark 1 Comment

Chris Dede opened the Innovations in eLearning keynote with a speech that very much resonated with me and reflected things I’ve been blogging about here since Learnlets started, but has had the opportunity to build.  His closing comment is intriguing: “infrastructures shape civilization”.

He talked about teaching skills to deal with wicked problems and developing new literacies, using MultiUser Virtual Environments.

CERT and performance support

31 May 2011 by Clark 6 Comments

I’ve just completed Community Emergency Response Team (CERT) training (except a final live drill in a nearby neighborhood), and I’ve been impressed with the thought that’s gone into the task.  The situation is that in a major emergency natural or man-made: tsunami, terror attack, tornado, hurricane, explosion, or in our case, earthquakes, the capabilities of first-responders (police, paramedics, fire) will be overwhelmed.

The plan is that volunteer teams trained to take initial action as a mechanism to save lives.  The situation would be grim.  If it’s needed, there will be life-threatening injuries, death, damage, and more. And even trained responders will be under considerable stress.

Consequently, the design is very focused, making sure the volunteer responders are safe, not going beyond their training, and first identifying and categorizing the help needed, before actually taking any action.  It’s hard to think about having to barely help someone (particularly, say, a child) and moving on, but that’s what will achieve the best result overall, as they repeatedly tell us.

To facilitate, they’ve done an impressive job of providing resources to optimize the chances for success. They’re focused on communication and task support as really the two key things. In addition to the training, they’ve provided resources and very specific performance support tools.

If and when such an event happens, everyone knows where they’re supposed to report, and how to get going. The first thing found is a folder that as soon as you open it, it starts telling you exactly what to do. If you follow the directions, you’ll be led to create a team, check in, and head off on the first area needing to be searched.

There are guidance forms for everything, and even simple things like blank paper behind a template with cutouts to store info, then share via radio. Then you rip out the sheet, and another blank one is behind.

It’s hard to remember everything you’re supposed to do (only 2 people do the physical search, one scribes, one leads; call out to see if anyone’s there first; assess structural safety; mark what’s found and move on, the list goes on).  But there are tools and job aids for everything, so it’s hard to go wrong.  And that’s important, because this will likely be a situation where cool and calm are out the window.

It’s reassuring to see the thought that’s gone into the tools we have to use. I hope I never have to, but I feel better knowing that if I do, there’s a lot of well-designed support.  I recommend both that you consider getting CERT training, and also look at how they’ve taken a very tough task and broken it down into a command situation.

Explicating process

30 May 2011 by Clark Leave a Comment

I think supporting performance is important, and that we don’t do enough with models in formal learning.  To me, another interesting opportunity that’s being missed is the intersection of the two.

Gloria Gery’s original vision of electronic performance support systems was that not only would they help you perform but they’d also develop your understanding so you’d need them less and less.  I’ve never seen that in practice, sad to say.

Now it might get in the way of absolute optimal performance, but I believe we can, and should, develop learner understanding about the performance.  If the performance support is just providing rote information so that the learner doesn’t have to look it up, that’s ok. But if, instead, the performance support is interactive decision support, the system could, and should, provide the model that’s guiding the decisions as well as the recommendations.

This needn’t be much, just a thin veneer over the system, so instead of, after asking X and Y, recommending Z, saying “because of A and B, we’ve eliminated C and recommend Z” or somesuch.

It could also be making the underlying model visible through the system.  Show the influence of the answers to the questions to competing alternatives, for instance.

All in all, I believe it’s better that performers understand what’s behind recommendations, because then they can internalize those models both to reduce the need for the system and to be able to infer when to go beyond the system.

Helping people understand and use models is a powerful form of meta-learning, to me, and a 21st century skill folks will be needing. Why are we missing the opportunity to help develop those skills?

A new literacy? There’s an app for that

25 April 2011 by Clark 1 Comment

The ubiquity of powerful mobile devices able to download applications that enable unique capabilities, has led David Pogue to coin them “app phones“.  Similarly, the expression “there’s an app for that” has been part of widespread marketing campaign.  However, it turns out that apps are more than just on phones.  Facebook has apps, as I just heard about BranchOut as a job hosting extension of the popular social network (I’m preparing for my talk at the Australasian Talent Conference).  Of course, there are other apps I don’t get involved in, such as all the quizzes, because I’m worried about the data they share, but there’s a meta-point here.

Increasingly, organizations and providers are creating APIs to their environments, which allow other organizations to add value in ways that expand their ecosystem.   This is of benefit to both parties and the users of the environment, with appropriate caveats about how the information is used.  From the user point of view, there are extensions to environments and tools you use that can give you unique capabilities.  And, from the personal efficacy department, being able to find and use these extensions is a new skill.  In the Personal Knowledge Management  framework of my colleague Harold Jarche, it’s be a new component of improving personal productivity.

First, as an overarching component, you need to understand that platforms can, if properly developed, allow others to add new capabilities.  Then, you need to be aware of the ways in which you’d like to augment your capabilities (accessorize your brain), know which platforms you’re on, choose the most plausible platform and channel (while there’s a Facebook app available for your app phone, it may  not support the app you need, and it may need to be desktop or mobile web), be able to search for the app you need (which may require tapping into other PKM skills like leveraging your network), and be able to hook into it, use it, and keep it handy.

Personal efficacy seems to me to be a growing differentiator.  Jay Cross cites how the exceptional Google engineer is estimated to be 200 times more valuable than the average engineer.  While some of this will come from skills, I suspect that a lot, and a growing component, of success will come from continual improvement both organizationally and individually.  Watts Humphrey makes a compelling case for the benefits of self-improvement process in software engineering, and it’s clear the process generalizes to other tasks.  Jay and I have previously argued (PDF) that improving the ability to learn might be the best investment you could make, and this is a component of being effective: knowing when to augment your capabilities and how.

New capabilities are emerging rapidly.  Understanding them conceptually and clarifying their unique capabilities gives you a handle on generating the skills you need to take advantage of them in a generalizable way.  I reckon apps meet the criteria.

Pedagogical Cycle

30 March 2011 by Clark Leave a Comment

In a recent post, I was trying to communicate the benefits of social learning: the additional processing that occurs while negotiating a shared understanding. Interestingly, the diagram I designed to accompany the post and communicate the concept was not well received. C’est la vie.  As this was to be the representation on a slide talking about social learning, I was forced to come up with another way to communicate the concept.  Instead of focusing on exactly the same concept, I decided to take another tack.  The idea I’m communicating is how our model of learning has changed.

The first organized learning was really accomplished through apprenticeship: an individual would come to a task developing some artifact or performing some task, and would perform some minimal component in the context of the overall work.  As we developed more abstract concepts, we moved to a dialog, where individuals would express their understanding, and others would engage in a conversation until agreement (even to disagree) was reached.  Then, for efficiency reasons, we moved to a classroom model, where one individual would propose knowledge and the others would recite it.

The latter model has some problems, not least that the little learning would dissipate quickly, as it was typically knowledge focused and only applied in abstract ways.  Such learning situations can be well-done, but only to the extent that there are meaningful tasks and learners are supported in accomplishing those tasks.

In other words, we move back to the apprenticeship model.  Learning research has largely converged on a model that say we learn best when we are motivated and applying our knowledge to solve problems we realize are important, and are supported both with information resources and scaffolding, and reflection is guided around that performance.  My favorite model is Collins & Brown’s Cognitive Apprenticeship, influenced by anthropological work and abstracting across several great pieces of work to create an integrated approach that still seems relevant.

In short, we’re looking backwards to how we learned naturally and bypassing a learning approach that is driven more by industrial and agricultural constraints than cognitive and social ones.  We can certainly use technology to augment this approach, and we’re more aware of the nuances, but in taking a step back we’re taking a major step forward.  How about that!

Thinking through performing and learning

25 March 2011 by Clark 2 Comments

Again as preparation for our upcoming presentation (you can attend!), I was thinking about the skills necessary to cope in this new information age.   That includes not only the performance skills but also meta-learning, and I decided it was also time to take another stab at capturing the concept as a graphical representation.

Performance and meta-laerningHere, I start with the hermeneutic notion of how we act in the world and learn. We start with things well-practiced, but if we have a problem, a breakdown, we look for an answer.   Here we contact people to find an answer, or search for information. There are a suite of associated skills: information lookup, answer validation, filtering, etc.

If we can’t find the answer, we have to go into active problem-solving. Here we might also need people, but note that they’re different folks; there is no one with the answer (or we’d have found them before) and instead they might be collaborators, process facilitators, analysts, etc.   We might need data to look for patterns, or models to help us solve the problem. Again, there are a suite of related skills: leadership, representation and modeling, systematicity, sampling, etc.

If and when we find the answer, we should update the resources for other folks to not have to solve the problem separately.   Here we have additional skills: communication, change management, etc.

Then we get into meta-learning.   Here we are interested in how do we evaluate our own performance, look at what we’re doing and how we can get better at it, and support ourselves through the change.   This is an additional source of skills like self-reflection, working with mentors, etc.

All told, these are the processes that the knowledge or concept worker requires, going forward.   And, of course, capturing the associated skills.   So, in light of my last post on social learning, what do you think about this?   Does it make sense to you?

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