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Clark Quinn’s Learnings about Learning

Better RFPs, Please

27 September 2022 by Clark Leave a Comment

I regularly rant about the quality of the learning designs we see. Knowledge dump and information test, I rail, is not going to lead to meaningful outcomes. Consequently, I work to promote more learning science in what we do. However, I have to acknowledge that frequently, the problem isn’t in the designer, but in the requester. Too often, there are RFPs (emblematic, they’re equivalent to the internal request for ‘a course on X’) that are asking for designers to take content and essentially put it up on the screen with a quiz (and window dressing). So we need better RFPs, please.

Ideally, RFPs would be expecting a good process. That includes a number of steps, from analysis through to deliver. For instance, to expect due diligence in analysis, with either clear metrics of success, or expectations of an appropriate process. That latter would include where appropriate individuals (experts, supervisors, performers) work with the team to identify ideal performance, gaps, and the causes.

Similarly in design, there’d be an expectation of iterative development and review, with testing. Where’s the expectation of meaningful practice, where the lowest level of practice is mini-scenarios (better written multiple choice questions) through full scenarios, to even serious games? We need identification of misconceptions and specific feedback as well.

Yet, the RFPs that come out often focus on cost, visual design, and an expectation that PPTs and PDFs are a sufficient basis to build a course. I recently suffered through a droned presentation of bullet points and unclear diagrams, followed by quiz questions that a) focused on random knowledge that wasn’t emphasized during the presentation and b) provided as feedback only ‘right’ or ‘wrong’. Let me assure you that little meaningful learning came from that experience.

While we need to push ourselves to be better, we also need to educate our clients (internal or external). They need to educate themselves, too. Orgs will get the courses they ask for. However, will the ask have any impact? Too often, unfortunately, the answer is no. There’s a quote in the article The Great Training Robbery that estimates suggest only 10% of the multi-billions spent on training has any impact. That’s a staggering loss. While there are many contributors, it behooves us to try to address them all. For one, can we have better RFPs, please?

Designing a conference

22 September 2022 by Clark Leave a Comment

When I agreed to join as co-director of the Learning & Development Accelerator, I’d already attended their first two conferences. Those had been designed to reflect the circumstances at the time, e.g. the pandemic. In addition, there was a desire on the part of Matt Richter & Will Thalheimer (the original directors) to reflect certain values. Matt and I are running the event again, but times have changed. That means we have to rethink what’s being done. So here’s my thinking about designing a conference.

First, the values Matt and Will started with included being as global as possible, and being virtual. The former was reflected in having presentations given twice, once early in the US day, and then again later. That supported everything from Europe, Africa, and the Mideast to Asia and Australia. The virtual was, at least partly, a reaction to the lack of desire to travel and meet face to face, but also to provide options for those who might struggle.

We’re definitely still focusing on being virtual. Folks who would find it challenging to arrange travel for whatever reason can attend this event. There’s also the environmental considerations. Yes, technology requires resources, but not as much as collective travel. While there’s also a desire to meet different time needs, we’ve found less demand for multiple times. However, we will be recording sessions that are synchronous, so they can be viewed at convenient times. We also are spreading it over six weeks, so that there’s time to consume as much as you want. Further, faculty can choose when they’re offering ;).

The original design was focused on evidence-based L&D (which remains a key guiding principle for the LDA). Matt & Will solicited their presenters based upon their representation, but the agenda was largely what those folks wanted to present. Which, in many ways, reflects what other conferences do. In this new era, we wondered what would make a compelling proposition when you can travel to F2F events. We decided that we wanted to step away from ‘what we get’, and focus on ‘what the audience needs’.

This event, then, has a curriculum, across two tracks, designed to address specific needs. There’s also a different pedagogy than most conferences.We also have specific faculty, rather than presenters based upon submissions. Of course, there are tradeoffs. At least we can share our thinking.

The faculty are folks we know and trust to present evidence-based content. You won’t hear promotion for snake oil, like learning styles. We have a pretty impressive lineup, frankly, of people we think are world-class. This includes folks like Ruth Clark, Mirjam Neelen & Paul Kirschner, Karl Kapp, Julie Dirksen, Kat Koppett, Stella Lee, Nigel Paine, Will Thalheimer, and Thiagi. On top of, of course, Matt and myself. Reality means that a few folks we would’ve liked to have couldn’t commit, but this is a a broad and reputable group.

The tracks are basics and advanced. We want to be able to serve multiple audiences. The intent is that the basic track has the core knowledge an L&D person should know. As best we can, as we negotiate with the faculty, of course. Then, the advanced topics are things that are emergent and need addressing. Of course, there’s no commitment that you have to stay in one or another. As with other conferences, you can pick and choose what to view.

We’re also not just having presentations; we’ve asked the faculty to provide development. That is, we’re intending several rounds of content, activity, and feedback, spread out over several days or weeks. We don’t want people to hear good ideas, and maybe take them back. We want folks to take action! We’re also designing in the opportunity for mentoring.

Of course, there’ll be some social events, and other ways to not only hear content and apply it, but to mingle with faculty and other attendees. We want to foster some community. Also, we’re intending to somewhat front load stuff so that we can adapt. If we hear that we need to do something we haven’t planned, we’re looking to have leeway to address it. The nice thing about being small is the ability to be flexible!

None of this is saying you don’t get much of the same from conferences (except, perhaps, the design). I’ve been on conference program committees, and know conference organizers as well. They typically get more proposals than they can accept, so they can choose a suite that reflect things for various ranges of experience and cover important topics. They may not, however, know all the submitters, and take chances on a few. I laud that, actually, because we can’t know if a new approach or person is worthwhile without experimentation. Still, there is the chance for gaps, and for bad presentations/presenters. They’re also, except for the pre-conference workshops (e.g. my Make It Meaningful one at the upcoming DevLearn), one-off events.

We’re taking a chance on our format, too. We haven’t done it before. It may not work, though we have good reasons to believe it will. So, we hope to see you at the Learning & Development Conference, Oct 10 – Nov 18, if the above thinking about designing a conference sense. We think it does, we hope you do, too.

Projects That Didn’t Fly

20 September 2022 by Clark Leave a Comment

I’ve had the pleasure of leading the design of a number of projects that have had some impact. These include a mobile app a company could point to. Also a game that helped real kids. Even a context-sensitive performance support system that was worth a patent. Then, of course, are the projects that didn’t, for whatever reason, see the light of day.  So here are some reflections on a few projects that didn’t fly.

Back in the mid-90s, I was part of a government-sponsored initiative in online learning, and we were looking for a meaningful project. We made a connection to two folks with a small company that taught about communicating to the press. They could’ve come out with a book, but they wanted to do something more interesting. We collaborated on an online course on speaking to the media. I partnered with an experienced digital producer, and backstopped with a university-based media team. We had a comic skit writer, and cartoonists, to augment our resources. The result was technically sophisticated, educationally sound, and engaging both visually and in prose. It never flew, however, as we didn’t partner it with a viable business model. Which was reflective of the times.

Then, at the end of the 90’s, I was asked to lead a team developing an adaptive learning system. The charge was to help learners understand themselves as learners. I had a stellar team: software engineer, AI expert, psychometrician, learning science guru, visual designer, and an interface designer. The model was to do an initial profile, then present you with learning elements (concepts, examples, practice, etc) and update your model based on your performance. There was even a machine learning component to improve the models as we went along. We actually got a first draft up and running (10 elements in the student model), before ego and greed undermined and killed it. The lessons learned, of course, have continued to inform me, including, for instance, my calls for content systems.

Then, around the mid-2000s, I was given the task to devise a content model for a publisher.  They wanted to develop once and populate a variety of business products. Drawing on previous experience, I developed a robust model, which started from individual elements and supplemented and aggregated them in a systematic way. This also ended sadly. In this case, the software side never reached fruition.

There are lots of reasons good intentions can go awry.  In my case, it wasn’t going to be on a lack in the learning design ;). What I’ve learned, however, is that learning design isn’t the only element that matters. There’s vision, and execution, and partners, and more. All are ways in which things can go wrong. Yet, that doesn’t mean we shouldn’t try. It just means that we should, to the extent of our abilities, also try to ensure the success of the other comments. It’s worth exploring projects that didn’t fly so as to see how future ones might.

Small thoughts about Smalltalk

13 September 2022 by Clark Leave a Comment

A couple of weeks ago, The Computer History Museum hosted a panel session on Smalltalk, which I watched via video. Alan Kay (who’s vision for the Dynabook drove Smalltalk) came in via recorded video. Dan Ingall (the technical guru) joined by live video link. Adele Goldberg (who documented and tested it), showed up live. John Markoff, well known Silicon Valley documenter, hosted. All to talk about Smalltalk. It prompted some small thoughts about Smalltalk.

I was a regular Byte magazine reader, back in the day. I had created my own major in Computer-Based Education, and was designing and programming educational computer games. I’d done academic research as part of the degree requirements, so I was aware of the work at Xerox PARC. (In fact, I flunked a job interview there because I didn’t know what ‘protocol analysis’ meant, though it turns out that’s what I’d been doing!) So, when the Byte issue in Aug 1981 on Smalltalk came out (I checked the date), I was enchanted.

Smalltalk is an object-oriented language that is dynamic, in that you can edit and immediately run it again; it’s not compiled. It was also reflective, in that make itself visible and operate on itself, like Lisp. In Smalltalk, you model your world in objects and they communicate by messages. It has windows, icons, and interactions comes from the mouse as much or more than by the keyboard. You can edit the objects while running and they change. While it wasn’t available to me, I was a fan of the concept.  (Machines running Smalltalk were what Steve Jobs saw on his PARC visit that led to the Lisa and then the Macintosh.)

It’s ironic that between then and when I ended up teaching in a school of computer science, I somehow lost that focus.  I’d gone to grad school to get a grounding in cognitive science in just such a place. After a post-doc looking at learner models, I ended up teaching interface design (and researching educational technology). Along the way I got involved in other issues, though I did get involved in HyperCard, which in many ways was Smalltalk Lite(tm ;).

In the talk, besides the enlightenment of the thinking behind it, there was also the practical aspects. While relatively lean, the language did take up memory and as a dynamic machine wasn’t blindingly fast. There apparently were also decisions about pricing and markets that were classic Xerox. Thus, while it was and is a fabulous modeling environment (still in use in a variety of markets), it didn’t take over the world.  When Steve Jobs built the NeXT computer, he took on the object-oriented model of Smalltalk, but used C as the core language for a variety of pragmatic reasons.

In the session, they talked about the vision of Seymour Papert and Logo, and how they wanted more. Alan Kay walked around with a cardboard model of what a Dynabook would look like, and people begged to buy one. Doug Englebart’s work also was an inspiration. It was a glorious flashback to the days when we dreamt bigger than our tech would support. These days, it seems, we’ve reversed that. I’ve heard that computing isn’t living up to the potential we have for digital technology to be an optimal augment for cognition, and I agree. We can do better, and should. So these are some small thoughts about Smalltalk. And get off my lawn!

Test and tune

6 September 2022 by Clark Leave a Comment

Conducting ScienceIt’s easy to believe that if we build solutions according to the principles, what we build will work. Certainly, that’s the case in many instances. But not, I suggest, when we’re talking about solutions for people? Why do we need to test and tune? Because we’re complex.

Materials, such as wood and steel have predictable properties. When you build a deck, you can follow the building codes for what you need to do for fixing posts to the ground, etc. However, people aren’t quite that predictable.

There’s a case to be made that the brain is the most complex thing in the known universe. In fact, we don’t fully know how it works! Thinking, then, that we can achieve a reliable change in the brain with simple mechanisms is kind of naive. We have to understand how the brain works, first, and then for complex changes, we need some detailed analysis and careful specification. However, we’re not done.

Once we’ve built it, we need to test and tune! Any solution isn’t guaranteed to be optimal or even effective, at least initially. Since people are complex, we can’t just design for the average (c.f. Todd Rose’s The End of Average). We can’t follow waterfall models, despite how appealing it is. Assuming we can is a path to boring and ineffective solutions. “If we build it, it is good” isn’t a useful assumption.

You see this in the best approaches. Michael Allen’s Successive Approximation (SAM), Megan Torrance’s Lot Like Agile Management Approach (LLAMA), David Merrill’s Pebble in the Pond, or Guy Wallace’s PACT approach (I’m not even going to try to deal with that acronym) all have iteration as a fundamental component.

You need some metrics, of course. You test against them, and then tune to get closer. The answer to “when do we stop iterating” is not “when we run out of time and money”. If you’re running out of time and money faster than you’re getting to your metrics, you need to explicitly consider some alternatives, like relaxing your goals, or investing more, or (horrors) abandoning where you’ve at. But it’s better to do it consciously!

To do this, we need to build ‘test and tune’ into our practices. We need to allocate time and money to it. Does this mean things will take longer and cost more? Possibly. The tradeoff is that we should be doing less courses overall, once we’re asking questions, and our solutions will be more effective. Going beyond knowledge dump courses that achieve no organizational benefit? I think that’s a fair exchange. I hope you do, too.

What’s New at Quinnovation

23 August 2022 by Clark Leave a Comment

Time for an update, as things have been happening, Some over the past year, some more recently. So here’s what’s new at Quinnovation.

So, as I’ve already noted, I was asked to join the Learning Development Accelerator last fall as Editor in Chief of the new LDA Press. That means, practically, serving as both acquisition and development editor. So far, I’m better in the latter than the former. We did publish our first, book, er, mine ;). I’ve also joined as co-0rganizer.

We’re doing some fun things with that. The first is the You Oughta Know series of Wed webinars, introducing people, well, that you oughta know. We’ve had an amazing run of guests. I’ll also be starting up a series of Very Opinionated Tech Takes. Yeah, it’s me going off on various techs, but I will be unpacking my thinking behind the takes. And I have had a number of decades of experience at it… Finally, there’s the forthcoming Learning & Development Conference, where we’re looking to do what we think should be done. That is, a focus on important specifics; we’ve two tracks, one more for beginners and one more advanced. Attendees can choose. We’ve got a good tight faculty, and are expecting a great development experience.

In addition to my LDA duties, I’m still continuing on with Quinovation, of course. That has meant some steady client work since the beginning of the year; including two projects on learning and performance strategy. One is likely to be continuing at least a little while longer. From that one is a topic I’ll be discussing as part of at DevLearn. I’ll also be running a ‘Make It Meaningful workshop there; a full day digging into the principles and tricks of making experiences emotionally engaging. (I’ll also be part of a panel of the Guild Masters.)

I’ve also taken on some other roles via Quinnovation. For one, I’ve been working with an initiative attempting to take K12 STEM into the 21st Century. Yes, there are plenty of efforts in this area, I just happen to be involved in this one that has an approach I’m getting to shape aligned with my perspectives. I’m also now on the advisory board of a startup with a platform for augmenting formal learning programs. Finally, I’ve signed on to assist an established elearning firm improve their approach as part of a growth initiative. All are focusing on applying learning science to make bigger and better impacts. Those are the types of things I can comfortably get behind.

So that’s what’s new at Quinnovation. Reckon I’ll be busier than the proverbial beaver, but that’s preferable to the alternative. Stay tuned!

A cautionary tale

21 July 2022 by Clark 2 Comments

A colleague mentioned me in calling out a post that was touting a myth. Which is bad enough, but as I’ve done before, I looked deeper at the post, and found more problems. It’s worth breaking down the problems, both to sensitize you to the potential problems, and provide some guidance about what’s right. So here’s a cautionary tale.

First, the post was promoting Dale’s Cone (referred to in the post as the Learning Retention Pyramid). You’ve probably seen it, saying people retain X% if they listen to a lecture, Y% if they read, … all the way to Z% if they teach others. It’s been resoundingly debunked. It is made up, Dale never added numbers, etc. So, we’re starting off on the wrong foot.

The post points to an article by an organization. As I’m wont to do, I went to the article. Not surprisingly, it wasn’t any better. It talked about the importance of looking at retention practice. That is, designing for retention; a good thing. Along with a definition were nine strategies for promoting this desirable feature. Which is where we start to go wrong.

There’s nothing wrong with an aggregation of strategies, but it helps if there’s any reason to believe this is a full and complete list, and maybe oriented by biggest impact. No, this appeared to have no rationale other than just a collection. Please, please, provide the rationale for any such collection!

Then, the very first one immediately jumped into an example that “generation Z’ would process. Ok, we’re onto myth number 2. Generations. Isn’t. A. Thing! Sigh, can we please stop thinking in terms of limiting categories.

Moreover, much of the recommendations seemed focusing on remembering information, not on applying it. Only one, “apply learning to the real world” talked at all about actually doing things. A side note: by and large, recalling information isn’t going to lead to meaningful behavior change.

Aside from some minor grammatical errors and odd statements (what does “large muscular people are dump” mean?), this seems like a random collection. It’s not that the strategies are wrong, but they’re unjustified, badly presented, and unfocused. To me, this is a cautionary tale. I would actively steer away from an org that used such marketing to promote its understanding of learning. (For the record, there’s no attribution to authorship, and though the original poster on LinkedIn was identified, they don’t appear in the ‘About’ page of the org.) Caveat emptor.

Templates as content model extensions

19 July 2022 by Clark 2 Comments

I’ve been touting content models for, well, years now. Interestingly, I’m currently doing some more concrete work on them, from the bottom-up. Instead of looking at top-down implementation of governance and structure, the focus is on guidance for creating resources at scale. Yet the two are related, and I think it’s worth looking at templates as content model extensions.

The notion of content models is that instead of creating full courses, we build content in chunks, and pull them together by rule. Or even more appropriately, deliver the appropriate chunk to the right person at the right time. It’s been happening for web design for years, but for some reason the notion of content management systems lags in L&D. Yes, there are entailments – governance, strategy, engineering – but the alternative is that lingering legacy content that’s out of date but no one can deal with.

That’s the top level focus. Underpinning this, of course, is getting the content right, and that means having some good definitions around the content. I’d done that many moons ago, and in a current engagement it’s reemerging. The situation is that there are a number of people all writing content around this particular initiative, and it’s uncoordinated (sound familiar?). The realization that clients are struggling is enough of a driver to look for a solution.

Without a content management system, as yet, it still makes sense to systematize the resources around a map of the space, ensuring they align to what we know about how people learn and perform. That latter is important, because many times they just need the answer now, not a full course.

What we’ve ended up doing is creating meta-content that tell how to develop content that meets particular needs. With entailments, such as assembling a representative team to determine what’s needed and the labels to use. It also involves drafting and testing these content guides, prior to broader use.

It’s the tactical step of a strategic goal to provide support for people to successfully meet their needs. And, to be clear, to reduce the reliance on the support staff. Leveraging the cognitive and learning sciences, we’re building templates as content model extensions. This is before there’s even the technology support available to be more proactive, but planning for the possible future is part of the strategy.

I’ll be presenting a session on this at the DevLearn conference in October. If you’re interested and going to be there, I welcome seeing you.

Activities ‘beyond the course’

7 July 2022 by Clark 1 Comment

wrapped presentSo, somehow I got on Myra Roldan‘s #MyraMonday question list. She asks a question every Monday, dobbing in some likely (or, in my case, gullible) victims to respond. And I do (unusually ;), because occasionally it’s good to challenge your mind. This past week, the question was particularly interesting: about what you’d do if there weren’t elearning. Of course, there were the usual answers, but several were very interesting. Here’re some of the ideas and underlying thinking about activities ‘beyond the course’.

So, I had heard about someone who was exploring ‘escape rooms’ for learning. (Spoiler: it was Myra, hence the question. ;) I was reminded, however, and added in some other ideas:

surprise box, host a murder, scavenger hunt, choose your own adventure…

My thinking is that there are lots of ways of invoking intent and action, and providing feedback. The box could contain some content and instructions, e.g. “film yourself doing…” or “do X and write it up”. Or some actual device to act upon (think of the old science kits they sent with correspondence courses). Host a murder mystery party would be some Live Action Role-Playing (LARP) activity that includes instructions, roles, and reflection guidance (a group ‘surprise box’). Scavenger hunt could have you looking for resources for new arrivals to learn their way around, or to do safety checks, or… Choose your own adventure book is basically a text-based branching scenario.

Kevin Thorn (last week’s You Oughta Know guest of the LDAccelerator) suggested comics Not surprising, since that was the topic we had him on for, and also the focus of his thesis. Comics are underused, I believe, and yet have valuable properties. Another viable way to develop learning, particularly if you can tie them to challenges.

Then, Alan Natachu weighed in with even more creative ideas:

Lots of infographics and cryptograms
Book ciphers
Red / Blue filters (look through a colored lens to reveal a hidden message)
Tune into a custom radio frequency that repeats a message
Text messages to a secret contact (a.k.a. Phone a friend)

Again, we’re looking at ways to get people to process content (and apply it). What I like is how he started tapping into alternate technologies. It’s easy to stay in our comfort zone, as I was doing. It’s useful to take some time to reflect and deliberately explore alternatives. Different questions (like Myra’s) can prompt some out of the box thinking, as can deliberate prompts to consider other things. That is, systematic creativity isn’t an oxymoron ;).

There is a followup on this: why aren’t we doing these things  already?  We should be looking at other mechanisms. Yes, there are some learnings, and some resource requirements. However, once they’re part of our repertoire, they become just another tool in our quiver.

We can, and should, be looking at activities ‘beyond the course’. There’re the benefits of novelty, but also different affordances. Better yet, we could theme them to align with particular courses. There is a real opportunity to make our learning stick better, and that is the real bottom line. So let’s get creative  and achieve better outcomes.

 

Reality Checks

21 June 2022 by Clark 2 Comments

Of late, there seem to be a rising number of claims: for X or Y, or against Z. This, by the way, happens outside L&D as well, so feel free to extrapolate. Here, however, I want to talk about the necessity of, and some practices for, reality checks.

The problem is that people have vested interests in particular views. Many of the claims that are pushed generate revenue for them, directly or indirectly. They may want you to buy their product, avail yourself of their services, or more. And I get it; I too need to keep the wolves from the door. However, there are ways legit and less so to do it.

So one of the first reality checks is: what does who stand to gain? What’s their angle? Just as when I criticize something and you should rightly query why I’m raising the issue, similarly you should be asking the same of the claim. What’s their angle?

I’m pretty clear that I want our industry to be solid, and yes I want to be someone you might bring in to assist you in avoiding the pitfalls and hew to the best outcomes for your org. Similarly, the folks I’m critiquing might have an angle. They may have a tool, for instance, that they want you to use. Find out what their personal benefit is!

This looking at both sides is a second reality check. I recently heard a colleague claim that when he looks at something new, he immediately looks for contradicting evidence. That’s pretty smart, given that our cognitive architecture has a confirmation bias. That is, we’re inclined to look for information that supports our beliefs, and discount any other. I reckon it’s worth keeping an open mind.

This is a way you can go deeper. What do others say? Are their trusted folks who are supporting the view, or are they leery? What’s their expertise? Some folks will allude to some relevant expertise only for it to be shown that it’s tangential. Similarly, what’s the data say? Is there data? How valid is it? Is it relevant to you?

Ultimately, I want you to  stay curious! I reckon that we all can learn more, and should. Learning more doesn’t mean just accumulating information, it means being willing to be wrong, admitting it, and improving. You need to be running your own reality checks on what you, and others, believe. Here’s to a steady increase in the reality of our field!

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