Beyond learning outcomes

Posted , updated on

What we teach, what a student learns, what we assess This is a slide deck for a talk I’m giving today, at a faculty workshop, on the subject of learning outcomes.

I think that well-considered learning outcomes can be really helpful when planning and designing learning activities, especially where there is a need to assess learning. They can help keep a learning designer focused, and to remember to ensure that assessment activities actually make a positive contribution to learning. They can also be helpful to teachers while teaching, as a framework to keep them on track (if they wish to remain on track).  However, that’s about it. Learning outcomes are not useful when applied to bureaucratic ends, they are very poor descriptors of what learning actually happens, as a rule, and they are of very little (if any) use to students under most circumstances (there are exceptions – it’s a design issue, not a logical flaw).

The big point of my talk, though, is that we should be measuring what students have actually learned, not whether they have learned what we think we have taught, and that the purpose of everything we do should be to support learning, not to support bureaucracy.

I frame this in terms of the relationships between:

  • what we teach (what we actually teach, not just what we think we are teaching, including stuff like attitudes, beliefs, methods of teaching, etc),
  • what a student learns in the process (an individual student, not students as a whole), and
  • what we assess (formally and summatively, not necessarily as part of the learning process).

There are many things that we teach that any given student will not learn, albeit that (arguably) we wouldn’t be teaching at all if learning were not happening for someone. Most students get a small subset of that. There are also many things that we teach without intentionally teaching, not all of them good or useful.

There are also very many things that students learn that we do not teach, intentionally or otherwise. In fact, it is normal for us to mandate this as part of a learning design: any mildly creative or problem-solving/inquiry-oriented activity will lead to different learning outcomes for every learner. Even in the most horribly regimented teaching contexts, students are the ones that connect everything together, and that’s always going to include a lot more than what their teachers teach.

Similarly, there are lots of things that we assess that we do not teach, even with great constructive alignment. For example, the students’ ability to string a sentence together tends to be not just a prerequisite but something that is actively graded in typical assessments.

My main points are that, though it is good to have a teaching plan (albeit that it should be flexible,  reponsive to student needs, and should accommodate serendipity)learning :

  • students should be participants in planning outcomes and
  • we should assess what students actually learn, not what we think we are teaching.

From a learning perspective, there’s less than no point in summatively judging what learners have not learned. However, that’s exactly what most institutions actually do. Assessment should be about how learners have positively changed, not whether they have met our demands.

This also implies that students should be participants in the planning and use of learning outcomes: they should be able to personalize their learning, and we should recognize their needs and interests. I use andragogy to frame this, because it is relatively uncontroversial, is easily understood, and doesn’t require people to change everything in their world view to become better teachers, but I could have equally used quite a large number of other models. Connectivism, Communities of Practice, and most constructivist theories, for instance, force us to similar conclusions.

I suggest that appreciative inquiry may be useful as an approach to assessment, inasmuch as the research methodology is purpose-built to bring about positive change, and its focus on success rather than failure makes sense in a learning context.

I also suggest the use of outcome mapping (and its close cousin, outcome harvesting) as a means of capturing unplanned as well as planned outcomes. I like these methods because they only look at changes, and then try to find out what led to those changes. Again, it’s about evaluation rather than judgment.

DT&L2018 spotlight presentation: The Teaching Gestalt

Posted

The teaching gestalt  presentation slides (PDF, 9MB)

This is my Spotlight Session from the 34th Distance Teaching & Learning Conference, at Wisconsin Madison, August 8th, 2018. Appropriately enough, I did this online and at a distance thanks to my ineptitude at dealing with the bureaucracy of immigration. Unfortunately my audio died as we moved to the Q&A session so, if anyone who was there (or anyone else) has any questions or observations, do please post them here! Comments are moderated.

The talk was concerned with how online learning is fundamentally different from in-person learning, and what that means for how (or even whether) we teach, in the traditional formal sense of the word.

Teaching is always a gestalt process, an emergent consequence of the actions of many teachers, including most notably the learners themselves, which is always greater than (and notably different from) the sum of its parts. This deeply distributed process is often masked by the inevitable (thanks to physics in traditional classrooms) dominance of an individual teacher in the process. Online, the mask falls off. Learners invariably have both far greater control and far more connection with the distributed gestalt. This is great, unless institutional teachers fight against it with rewards and punishments, in a pointless and counter-productive effort to try to sustain the level of control that is almost effortlessly attained by traditional in-person teachers, and that is purely a consequence of solving problems caused by physical classroom needs, not of the needs of learners. I describe some of the ways that we deal with the inherent weaknesses of in-person teaching especially relating to autonomy and competence support, and observe how such pedagogical methods are a solution to problems caused by the contingent side effects of in person teaching, not to learning in general.

The talk concludes with some broad characterization of what is different when teachers choose to let go of that control.  I observe that what might have been Leonardo da Vinci’s greatest creation was his effective learning process, without which none of the rest of his creations could have happened. I am hopeful that now, thanks to the connected world that we live in, we can all learn like Leonardo, if and only if teachers can learn to let go.

Evidence mounts that laptops are terrible for students at lectures. So what?

Posted , updated on

The Verge reports on a variety of studies that show taking notes with laptops during lectures results in decreased learning when compared with notes taken using pen and paper. This tells me three things, none of which is what the article is aiming to tell me:

  1. That the institutions are teaching very badly. Countless decades of far better evidence than that provided in these studies shows that giving lectures with the intent of imparting information like this is close to being the worst way to teach. Don’t blame the students for poor note taking, blame the institutions for poor teaching. Students should not be put in such an awful situation (nor should teachers, for that matter). If students have to take notes in your lectures then you are doing it wrong.
  2. That the students are not skillful laptop notetakers. These studies do not imply that laptops are bad for notetaking, any more than giving students violins that they cannot play implies that violins are bad for making music. It ain’t what you do, it’s the way that you do it. If their classes depend on effective notetaking then teachers should be teaching students how to do it. But, of course, most of them probably never learned to do it well themselves (at least using laptops). It becomes a vicious circle.
  3. That laptop and, especially, software designers have a long way to go before their machines disappear into the background like a pencil and paper. This may be inherent in the medium, inasmuch as a) they are vastly more complex toolsets with much more to learn about, and b) interfaces and apps constantly evolve so, as soon as people have figured out one of them, everything changes under their feet. It becomes a vicious cycle.

The extra cognitive load involved in manipulating a laptop app (and stopping the distractions that manufacturers seem intent on providing even if you have the self-discipline to avoid proactively seeking them yourself) can be a hindrance unless you are proficient to the point that it becomes an unconscious behaviour. Few of us are. Tablets are a better bet, for now, though they too are becoming overburdened with unsought complexity and unwanted distractions. I have for a couple of years now been taking most of my notes at conferences etc with an Apple Pencil and an iPad Pro, because I like the notetaking flexibility, the simplicity, the lack of distraction (albeit that I have to actively manage that), and the tactile sensation of drawing and doodling. All of that likely contributes to making it easier to remember stuff that I want to remember. The main downside is that, though I still gain laptop-like benefits of everything being in one place, of digital permanence, and of it being distributed to all my devices, I have, in the process, lost a bit in terms of searchability and reusability. I may regret it in future, too, because graphic formats tend to be less persistent over decades than text. On the bright side, using a tablet, I am not stuck in one app. If I want to remember a paper or URL (which is most of what I normally want to remember other than my own ideas and connections that are sparked by the speaker) I tend to look it up immediately and save it to Pocket so that I can return to it later, and I do still make use of a simple notepad for things I know I will need later. Horses for courses, and you get a lot more of both with a tablet than you do with a pencil and paper. And, of course, I can still use pen and paper if I want a throwaway single-use record – conference programs can be useful for that.

 

 

 

 

Address of the bookmark: https://www.theverge.com/2017/11/27/16703904/laptop-learning-lecture

Originally posted at: https://landing.athabascau.ca/bookmarks/view/2871283/evidence-mounts-that-laptops-are-terrible-for-students-at-lectures-so-what

Addicted to learning or addicted to grades?

Posted , updated on

Skinner teaching machine 08

Figure 1: Skinner’s teaching machine

It is not much of a surprise that many apps are designed to be addictive, nor that there is a whole discipline behind making them so, but I was particularly interested in the delightfully named Dopamine Labs‘ use of behaviourist techniques (operant conditioning with variable ratio scheduling, I think), and the reasoning behind it. As the article puts it:

One of the most popular techniques … is called variable reinforcement or variable rewards. 
It involves three steps: a trigger, an action and a reward.
A push notification, such as a message that someone has commented on your Facebook photo, is a trigger; opening the app is the action; and the reward could be a “like” or a “share” of a message you posted.
These rewards trigger the release of dopamine in the brain, making the user feel happy, possibly even euphoric, Brown says.
“Just by controlling when and how you give people that little burst of dopamine, you can get them to go from using [the app] a couple times a week to using it dozens of times a week.”

For well-designed social media and games, the reward is intrinsic to the activity, and perfectly aligned with its function. If the intent is to create addicts – which, in both kinds of system, it probably is – the trick is to design an environment that builds rewards into the algorithms (the rules) of the system, and to keep them coming, ideally making it possible for the rewards to increase in intensity as the user gains greater expertise or experience, but varying ratios or intervals between rewards to keep things interesting. Though this particular example falls out from behaviourist theory, it is also well supported by cognitivist and brain-based understandings of how we think. Drug dealers know this too, as it happens. If you want to keep people using your product, this is how to make your product particularly addictive.

Learning addicts

Lovers of learning experience addiction too. The more we learn, the more there is to learn, the greater the depth and pleasure there is to be found in doing so, and the sporadic ups and downs, especially when faced with challenges we eventually solve, are part of the joy of it. Increasing mastery of anything is a reward in itself that seems quite intrinsic to our make-up, and to that of many other animals. Doing it in a social context is even better, as we share in the learning of others and gain value (social capital, different perspectives, help overcoming problems, etc) in the process. We gain greater control, greater autonomy, greater capability to live our lives as we want to live them, which is very motivating. As long as the reward comes from the activity itself, and the activity is not harmful, this is good news. It makes sense from an evolutionary perspective. We are innately motivated to learn, because learning is an extremely valuable survival characteristic. Learning generally makes dopamine positively drip from our eyeballs.

So what’s the problem with applying the principle in education?

None at all, until you hit something that you do not wish to learn, that is too difficult to master right now, that is too boring, that has no obvious rewards in and of itself. The correct response to this problem is, ideally, to find what there is to love in it. Good teachers can help with that a lot, inspiring, revealing, supporting, demonstrating, and discussing. Other learners can make a huge difference too, supporting, modelling behaviours, filling gaps, and so on. We very often learn things for other people, with other people, or because of other people. Educational systems offer a good substrate for that.

If intrinsic motivation fails to move us, then at least the motivation should be self-determined. Figure 2 shows a very successful and well-validated model of motivation (from Ryan and Deci) that, amongst other things, usefully describes differing degrees of extrinsic motivation (external, introjected, identified, and integrated) that, as they approach the right of the diagram, increasingly approach intrinsic motivation in value, though ‘external regulation’ is rather different, of which more soon. When intrinsic motivation fails, what we need is some kind of internal regulation to push us onwards. It is not a bad idea to find some internally regulated reason that aligns with your beliefs about yourself and your goals, or that at least fits with some purpose or goal that you find valuable. It’s sometimes useful to develop a bit of ‘grit‘ – to be able to do something that you don’t love doing in order to be able to do things that you do love doing, to find reasons for learning stuff that are meaningful and fit with your personal values, even if the immediately presenting activity is not fun in itself. Again, teachers and other people can help a lot with that, by showing ways that they are doing so themselves, by providing support, by engaging, or by being the reason that we do something in the first place. It’s all very social, at its heart.

Amp-55-1-68-fig1a

Figure 2: Forms of motivation

That social element is important, and not clearly represented in the diagram, despite being a critical aspect of intrinsic motivation and mattering a lot for the ‘higher’ identified forms of extrinsic motivation. From an evolutionary perspective, I suspect this ability to learn because of the presence of others accounts for our species’ apparent dominance in our ecosystems. We are not particularly clever as independent individuals but, collectively, we are mighty smart. This could not be the case without having an innate inclination to value, and to gain value from, other people, and for this to have the consequence that others very materially contribute towards our motivation to do something. I guess I should mention that ‘innate’ does not mean ‘pre-programmed’ – this is almost certainly an emergent phenomenon. But it is a big part of who we are.

Grade addicts

So far so good. Educational systems are, at least in principle, very effective ways of bringing people together. It all goes horribly wrong, however, when the educators’ response to amotivation (or worse, to motivation to avoid) is to change the rules by throwing in extrinsic rewards and punishments, like grades, say, or applying other controls to the process like forced attendance. Externally regulated extrinsic motivation is extremely dangerous.

Extrinsic rewards and punishments do work, in the sense that they coerce people and other animals into behaving as the giver of the rewards or punishments wishes them to behave. And yes, dopamine is implicated. This immediate effectiveness is what makes them so alluring. But it’s like giving an athlete performance-enhancing but ultimately harmful drugs. Rewards and punishments are also highly addictive and, like other addictions, you need more and more to sustain your addiction because you become inured to the effects, and withdrawal gets more painful the longer you are addicted. This works two ways. Those that get the rewards (the good grades, gold stars, praise, whatever) go on to want more of them, and will do what they need to get them, whether or not there are any further benefits (like, say, learning). Cheating is one popular way to do this. Tactical study, where the student tries to do what will get good grades rather than learn for the love of it, is another. But grading, though extrinsically motivating for the most part, is not always effective: bad grades can achieve the opposite effect, like drugs spiked with something horrible. Those that get grades as punishments often try to avoid them by whatever means they can: dropping out and cheating (a way to bypass the system to get hold of the good stuff) are popular solutions.

The biggest problems, however, come when you take the rewards/punishments away. As a vast body of research has shown and continues to show, this diminishes intrinsic motivation and often eliminates it altogether. If people are not very inclined to do something then you can temporarily boost interest by adding extrinsic rewards or punishments but, when you take them away, people are considerably less inclined to do the thing than they were before your started even when they originally liked to do it. At a high level this can be explained by the fact that, in giving a reward or punishment, you are drawing attention away from (crowding out) the thing itself and, at the same time, sending a strong signal that the activity itself is not rewarding enough in itself to be worth doing. But I am not sure that this fully explains the very strong negative effects on motivation that we actually see when rewards or punishments are withdrawn. I idly speculate that part of the reason for this effect might be the dopamine crash. We come to associate an activity with a dopamine boost and, when that boost is no longer forthcoming, it can be very disappointing, like smoking a nicotine-free cigarette (trust me – that’s awful). Cold turkey is not the best state to be in, especially when you associate it with an activity like learning something. It could really put you off a subject. This is just a thought: I know of no evidence that it is true, but it seems a plausible hypothesis that would be worth testing.

Whatever the cause, the effects are terrible. By extrinsically driving our students, we kill the love of the activity itself for those that might have loved it, and permanently prevent those that might have later found it valuable from ever wanting to do it again. Remarkably few survive unscathed, and a disproportionate number of those that do go on to become teachers, and so the cycle continues. I don’t think this is how education should be, and I don’t think it is what most of us in the system intend from it.

Getting out of the loop

The only really effective way to ensure lifelong interest and ongoing love of learning is to find the reward in the activity itself, not in an extrinsic reward. The games and social applications described in this article do that very well but it is important to remember that the intent of the designers of the applications is to increase addiction to them in order to sell or promote the product, and that there is perfect alignment between the reward and the activity itself. This is built into the rule system. In an education system that is driven by marks, we are making grades (not learning) the product, and making those the source of the addiction. This is very different. It has nothing to do with the activity of learning itself: it is extrinsic to the process. It might be even more effective give our students addictive drugs (higher concentrations equate to higher grades) to increase the incentive. I’m surprised no one has tried this.

But, seriously, what we really need to be doing is to make learning the addiction.

We can reduce the harm to an extent by removing grades from the teaching process and focusing on useful feedback and encouragement instead. If forced to judge, we can use pass/fail grades that are still harmful but not quite as controlling. If we are inexplicably drawn to grading, then we can build systems similar to those of ‘likes’ and badges of social media where, instead of rewards we give awards – in other words, we remove the expectation of a grade but, where merit is found, sometimes show our approval – and we can make that a social process, so that it is not dominated by a teacher and therefore does not involve exercise of arbitrary power. We can use pedagogies that give teachers and students the chance to model and demonstrate their passion and interest. We can encourage students to reflect on why they are doing it, ideally shared so they can gain inspiration from others. We can help students to integrate work with other things that matter to them. We can help them personalize their own learning so that it is appropriately challenging, not too dull, not to hard, and so that it matches the goals they set for themselves. We can help them to set those goals, and help them to figure out how to attain them. We can make them participants in the grading process, picking outcomes and assessments that match their interests and needs. We can build communities that support and nourish learning through sharing and mutual support. This is just a small sample of ways – there are really quite a few things that we can do, even within a broken system, to make learning addictive, to find ways to make it rewarding in and of itself, even when there is little initial interest to build upon. But we are still stuck in a system that treats grades as rewards, so we are still faced with a furious current pushing against all of our efforts.

Really, we need to change the system, but just  a bit: our current educational systems have evolved for pragmatic reasons, mainly because alternatives are too expensive or inconvenient for teachers to manage, not because they are any good for learners. One of the consequences of that is that it is almost impossible to run an institutional course or program without at least some form of grading, even if only at pass/fail level, even if only at the end.

An obvious big part of the solution is to decouple learning and grading. Some more advanced competency-based approaches already do that, as do things like challenge assessments and assessment of prior experience and learning, to some extent project/essay/thesis paths, outcomes-based programs, and even some kinds of professional exams (the latter not in a good way, for the most part, because they tend to drive the process). However, there are risks that universities might turn into an up-market version of driving schools, teaching how to pass the tests and doing just as they are doing now, rather than enabling more expansive learning as they should. To avoid that, it is critical that learners are involved in helping to determine their own personalized outcomes, and very much not to have those learning outcomes ‘personalized’ for them – personal, not personalized, as Alfie Kohn puts it and as Stephen Downes agrees. Grades that learners control, for activities that they choose to undertake, are many times better than grades that someone else imposes. It would also be a good idea either to split teaching activities into assemblable chunks, or into open narratives, without alignment with specific awards or qualifications. Students might build competences from smaller pieces – often from different sources – in order to seek a specific award, or might gain more than one award from a single learning narrative (or perhaps from a couple that overlap). It would be a very good idea to provide ways to mentor and help learners to seek appropriate paths, perhaps through personal tuition, and/or through automated help, and/or through membership of supportive communities (I am a fan of action learning sets for this kind of thing). Such mechanisms might also assist in the preparation of portfolios of evidence that would be an obvious way to manage the formal assessment process. I’m not in any way suggesting that we educators (especially for adult learners) should get rid of our accreditation role, merely that we should stop using it to drive our teaching and to enforce compliance in our students.

I think that such relatively small tweaks to how we teach and assess could have massive benefits further upstream. In one fell swoop it would change the focus of educational systems from grades to learning, and change the reward structure from extrinsic to intrinsic. Instead of building fixed-length courses with measurable outcomes that we the teachers control, we could create ecosystems for learning, where cooperation and collaboration would have greater value than competition, where learners are really part of a club, not a cohort, where teachers are perceived as enablers of learning, not as causes, and certainly not as judges. The words ‘learner-centred’ have been much over-used, often being a shorthand for ‘a friendlier way of making students comply with our demands’ or ‘helping students to get better grades’, but I think they fairly accurately denote what this sort of system would entail when taken seriously. Some of my friends and colleagues prefer ‘learning-centred’ and that works for me too. But really this is about being more human and more humane. It’s about breaking the machines that determine what we do and how we do it, and focusing instead on what we – collectively and individually – want to be. We can do this by thinking carefully about what motivates people, as opposed to attempting to motivate them. As soon as our attitude is one of ‘how can we make our students to this?’ rather than ‘how can we help our students to do this?’ we have failed. It’s easy to create addicts of extrinsic motivation. It is hard to make addicts of learning. But, sometimes, the hard way is the right way.

 

Address of the bookmark: http://www.cbc.ca/news/technology/marketplace-phones-1.4384876

Originally posted at: https://landing.athabascau.ca/bookmarks/view/2816324/addicted-to-learning-or-addicted-to-grades

Study links student cheating to whether a course is popular or disliked

Posted , updated on

examWe already know that extrinsically motivated students (mainly those driven by grades and testing) are far more likely to cheat than those who are more intrinsically motivated. I bookmarked yet another example of this effect just the other day but there are hundreds if not thousands of research papers that confirm this in many different ways. And, as this article reaffirms, we already know that mastery learning approaches (that focus on supporting control, appropriate levels of challenge, and, ideally, social engagement) tend to make cheating far less likely, because they tend to better support intrinsic motivation. Hardly anyone cheats if they are doing stuff they love to do, unless some strong extrinsic force overrides it (like grades, rewards, punishments, hard-to-meet deadlines, etc). 

This research reveals another interesting facet of the problem that exactly accords with what self-determination theory would predict: that, whether or not the pedagogy is sensible (supportive of intrinsic motivation) or dumb (extrinsically driven), a student’s dislike of a course appears to predict an increased likelihood of cheating. This is pretty obvious when you think about it. If someone does not like a course then, by definition, they are not intrinsically motivated and, if they are still taking it despite that, the only motivation they can possibly have left is extrinsic.

The increased chances of cheating on disliked courses, whether or not mastery learning techniques are used, is completely unsurprising because it ain’t what you do, it’s the way that you do it. If mastery learning techniques are not working then it probably means that we are simply not using them very well. Most likely there is not enough support, or not enough learner control, or insufficient social engagement, or not enough/too much challenge, or there’s too much pressure, or something along those lines. It is actually much more difficult and usually far more time consuming to teach well using techniques that respect learner autonomy and individual needs than it is to follow the objectivist instructivist path, at least in an institutional environment that deeply embeds extrinsic motivation at its very core, so it is not surprising that it quite often fails.  It is also very possible that the problem is almost entirely due to the surrounding educational ecosystem. For instance if it is one that forces students down institutionally-determined paths whether or not they are ready, whether or not it matters to them, or if not enough time is allowed for it, or if the stakes for failure are high, then even well-designed courses with enthusiastic, supportive, skilled, well-informed, compassionate, unpressured teachers are not likely to help that much.

Some people will take a pragmatic lesson from this to look more carefully for cheating on courses that they know to be disliked. That’s not the solution. Others will look at those courses and try to find ways to make them more likeable. That’s much better. But really, once we have done that, we need to be wondering about why anyone would be taking a course that they dislike in the first place. And that points to a central problem with our educational systems and the tightly coupled teaching and accreditation that they embed deep in their bones. Given enough time, support, and skilled tuition, almost anyone can learn almost anything, and love doing so. We live in a time of plenty, where there are usually countless resources, people, and methods to learn almost anything, in almost any practical way, so it makes no sense that people should still be forced to learn in ways that they dislike, at inappropriate times, and at an inappropriate pace. If they do, it is because (one way or another) we make them do so, and that’s the root of the problem. We – the educators and, above all, the educational system – are the cause of cheating, as much as we are the victims of it. And we are the ones that should fix it.

The original paywalled paper can be found here.

Address of the bookmark: https://www.insidehighered.com/news/2017/10/06/study-links-student-cheating-whether-course-popular-or-disliked

Originally posted at: https://landing.athabascau.ca/bookmarks/view/2762299/study-links-student-cheating-to-whether-a-course-is-popular-or-disliked

No, you aren't a 'visual' learner

Posted , updated on

It’s a damning indictment of our collective resistance to truth that the point of this article still has to be restated, yet again. Amazingly, 93% of the general public and 76% of educators still erroneously believe that we should be taught in ways that match our learning styles. I assume this is so in the US – unless things have changed recently, the percentages, for teachers at least, are even worse in some other countries where the idea has been pushed harder from the top down, such as the UK and Netherlands. To be quite clear: this belief is not supported by any compelling evidence at all.

The fact that it is false (or, at best, no more provable than, and just as likely as, astrology) doesn’t mean that designing for learning styles necessarily a terrible idea, inasmuch as it can encourage reflective practice on the part of teachers and can even result in quite useful outcomes. As the article puts it:

“If you’re trying to vary what you do in the classroom to respect different styles, variation in instruction is probably a good thing, anyway,” he says. But rather than formatting lessons differently for auditory, kinetic or visual learners, he and Macdonald suggest that teachers tweak their instruction based on content.

“I think it really depends on your objectives for the lesson,” Macdonald says. “Some types of content really lend themselves to visual presentation … if you’re teaching maps, that’s got to be visual. If you’re teaching music, those are [the] types of things that need to be auditory.

“But if your goal is to get a multifaceted exposure to certain content, it can be helpful to weave in all different types of modalities.”

That thinking about learning styles can be a useful design tool is a fair point, and one that I have often made myself (including in quite some detail in my first book), though it’s a happy side effect of a mistake, rather than a consequence of a good theory. Using star signs would probably work just as well.  I am not convinced that content should always lead design either: objectives-driven teaching is not the only fruit and, for some expansive subject areas and pedagogies, it is positively (positivistly?) harmful. But, notwithstanding its constraints and limitations, at least it is not based on a fiction.

There are many risks to using a false world model, even if it has some practical value or plausible results (pre-Copernican geocentric astronomy was better than Copernicus’s own theory at predicting movements of planets), not least of which being that it blinds us to real possibilities and leads us in worthless, wasteful, or even harmful directions. Even when the consequences include better teaching, it’s a terrible lesson to teach someone that they are a visual (or sensing, or whatever nonsense the particular theory suggests) learner. No they are not. They might have some habits, reinforced patterns, or preferences, sure. But that just means they need to try a bit harder to extend themselves and to learn to use some alternative approaches because they are definitely going to have to use them at some point when there’s no teacher in control of things but themselves, and nothing to fit their preferred style available. My learning style is and should be whatever the hell I need.

I’ve mentioned before that I believe a better (if less attractive) term would be ‘being-taught habits’ because one of the least savoury aspects of the whole learning styles gestalt is that it actually has little to do with learning, and everything to do with achieving better indoctrination; of asserting the power of the teacher (at least, it would if it worked). For that kind of thing, we’d learn more from the sciences and arts of the advertising industry than from any snake oil learning style theory. We might equally learn from preachers and religions: they are mostly pretty good at making people think and behave the way they wish.

There are other ways to gain the useful side-effects of designing for learning styles that do not rely on falsehoods, or that make no claims that they match reality one way or the other – de Bono’s Thinking Hats, for instance, or design-based research. And it doesn’t take much to make learning style theories less dumb. I am personally quite fond of Gordon Pask’s serialist/holist model, despite coming perilously close to a learning styles theory at times, because it describes a continuum of learning strategies, without suggesting too much (OK, fair enough, Pask slipped here and there) that such strategies be fixed, habitual, or generally preferred by particular learners.  They are simply perspectives we can choose as and when it is helpful to do so. However, if possible, when designing learning activities, we should use approaches that are based as much as we are able on how the world is, not how we think it should be. From that perspective, learning styles are a potentially dangerous and time-consuming dead end.

Address of the bookmark: http://theweek.com/articles/725352/no-arent-visual-learner

Original page

Highly praised children are more inclined to cheat

Posted , updated on

The title of this Alphr article is a little misleading because the point the article rightly makes is that it all depends on the type of praise given. It reports on research from the University of Toronto that confirms (yet again) what should be obvious: praising learners for who they are (‘you’re so smart’) is a really bad idea, while praising what they do (‘you did that well’) is not normally a bad idea. The issue, though, is essentially one of intrinsic vs extrinsic motivation. By praising the person for being a particular way you are positioning that as the purpose, rather than a side-effect, of the activity, and positioning yourself as the arbiter, so disempowering the learner. By praising the behaviour, you are offering useful feedback on performance that empowers the recipient to choose whether and how to do such things again, as well as supporting needs for relatedness (it shows you care) and competence (it helps them improve). Both forms of praise contribute to feelings of self-esteem, but only one supports intrinsic motivation. 

The nice twist in these particular studies (here and here) is that the researchers were looking at effects on morality. They found that ability praise (teling them they are smart) is very strongly correlated with a propensity to cheat. Exactly as theory would predict, kids who have been told that they are smart are significantly more likely to respond to the extrinsic motivation (the need to live up to expectations when given ability praise) by cheating, when given the opportunity. Interestingly, praising the behaviour (performance praise) has little or no effect on likelihood of cheating when compared with those given no praise at all: it is only when an expectation is set that the children are perceived as smart that cheating behaviour increases. It is also interesting, if tangential, that boys appeared to be way more likely to cheat than girls under all the conditions though, once primed by ability praise, girls were more likely to cheat than boys that had received no praise or performance praise.

The lesson is nothing like as simple as remembering to just praise the action, not the person. Praising behaviours can, when used badly, be just as disempowering as praising the person. For instance, while in some senses it might be possible to view grades as a kind of abbreviated praise (or punishment, which amounts to much the same thing) for a behaviour, there’s a critical difference: the fact that it will be graded is known in advance by the learner. This is compounded by the fact that the grade matters to them, often more than the performance of the activity itself. Thus, achieving the grade becomes the goal, not the consequence of the behaviour, and it reinforces the power of the grader to determine the behaviour of the learner, with a consequent loss of learner autonomy. That shift from intrinsic to extrinsic motivation is the big issue here, not the praise itself. There are lots of ways to give both performance praise and ability praise that are not coercive. They are only harmful when used to manipulate behaviour.

Address of the bookmark: http://www.alphr.com/science/1007043/highly-praised-children-are-more-inclined-to-cheat

Categories Learning Tagged in , , , , , , , Leave a comment

The cost of admission to the unlearning zone

Posted , updated on

picture of dull classroom (pubic domain)I describe some of what I do as ‘unteaching’, so I find this highly critical article by Miss Smith – The Unlearning Zone –  interesting. Miss Smith dislikes the terms ‘ unteaching’ and ‘unlearning’ for some well-expressed aesthetic and practical reasons: as she puts it, they are terms “that would not be out of place in a particularly self-satisfied piece of poststructuralist literary analysis circa 1994.”  I partially agree. However, she also seems equally unenamoured with what she thinks they stand for. I disagree with her profoundly on this so, as she claims to be new to these terms, here is my attempt to explain a little about what I mean by them and why I think they are a useful part of the educators’ lexicon, and why they are crucially important for learners’ development in general.

First the terms…

Yes, ‘unteaching’ is an ugly neoligism and it doesn’t really make sense: that’s part of the appeal of using it – a bit of cognitive dissonance can be useful for drawing attention to something. However, it is totally true that someone who is untaught is just someone who has not (yet) been taught, so ‘unteaching’, seen through that light, is at best pointless, at worst self-contradictory.  On the other hand, it does seem to follow pretty naturally from ‘unlearning’ which, contrary to Miss Smith’s assertion, has been in common use for centuries and makes perfect sense. Have you ever had to unlearn bad habits? Me too.

As I understand it, ‘unteach’ is to ‘teach’ as ‘undo’ is to ‘do’.  Unteaching is still teaching, just as undoing is still doing, and unlearning is still learning. Perhaps deteaching would be a better term. Whatever we choose to call it, unteaching is concerned with intentionally dismantling the taught belief that teaching is about exerting power over learners to teach, and replacing it with the attitude that teachers are there to empower learners to learn. This is not a particularly radical idea. It is what all teachers should do anyway, I reckon. But it is worth drawing attention to it as a distinct activity because it runs counter to the tide, and the problem it addresses is virtually ubiquitous in education up to, and sometimes at, doctoral level.

Traditional teaching of the sort Miss Smith seems to defend in her critique does a lot more than teach a subject, skill, or way of thinking. It teaches that learning is a chore that is not valuable in and of itself, that learners must be forced to do it for some other purpose, often someone else’s purpose. It teaches that teaching is something done to students by a teacher: at its worst, it teaches that teaching is telling; at best, that teaching involves telling someone to do something. It’s not that (many) teachers deliberately seek these outcomes, but that they are the most likely lessons to be learned, because they are the ones that are repeated most often. The need for unteaching arises because traditional teaching, with luck in addition to whatever it intends to teach, teaches some terrible lessons about learning and the role of teaching in that process that must be unlearned.

What is unteaching?

Miss Smith claims that unteaching means “open plan classes, unstructured lessons and bean bags.” That’s not the way I see it at all. Unlike traditional teaching, with its timetables, lesson plans, learning objectives, and uniform tests, unteaching does not have its own technologies and methods, though it does, for sure, tend to be a precursor to connectivist, social constructivist, constructionist, and other more learner-centred ways of thinking about the learning process, which may sometimes be used as part of the process of unteaching itself. Such methods, models, and attitudes emerge fairly naturally when you stop forcing people to do your bidding. However, they are just as capable of being used in a controlling way as the worst of instructivist methods: the number of reports on such interventions that include words like ‘students must…’, ‘I make my students…’ or (less blatantly) ‘students (do X)’ far outnumber all others, and that is the very opposite of unteaching. The specific technologies (including pedagogies as much as open-plan classrooms and beanbags) are not the point. Lectures, drill-and-practice and other instructivist methods are absolutely fine, as long as:

  1. they at least attempt to do the job that students want or need,
  2. they are willingly and deliberately chosen by students,
  3. students are well-informed enough to make those choices, and
  4. students can choose to learn otherwise at any time.

No matter how cool and groovy your problem-based, inquiry-based, active methods might be, if they are imposed on students (especially with the use of threats for non-compliance and rewards for compliance – e.g. qualifications, grades, etc) then it is not unteaching at all: it’s just another way of doing the same kind of teaching that caused the problem in the first place. But if students have control – and ‘control’ includes being able to delegate control to someone else who can scaffold, advise, assist, instruct, direct, and help them when needed, as well as being able to take it back whenever they wish – then such methods can be very useful. So can lectures. To all those educational researchers that object to lectures, I ask whether they have ever found them valuable in a conference (and , if not, why did they go to a conference in the first place?). It’s not the pedagogy of lectures that is at fault. It’s the requirement to attend them and the accompanying expectation that people are going to learn what you are teaching as a result. That’s, simply put, empirically wrong. It doesn’t mean that lecturees learn nothing. Far from it. But what you teach and what they learn are different kinds of animal.

Problems with unteaching

It’s really easy to be a bad unteacher – I think that is what Miss Smith is railing against, and it’s a fair criticism. I’m often pretty bad at it myself, though I have had a few successes along the way too. Unteaching and, especially, the pedagogies that result from having done unteaching, are far more likely to go wrong, and they take a lot more emotional, intellectual, and social effort than traditional teaching because they don’t come pre-assembled. They have no convenient structures and processes in place to do the teaching for you.  Traditional teaching ‘works’ even when it doesn’t. If you throw someone into a school system, with all its attendant rewards, punishments, timetables, rules and curricula, and if you give them the odd textbook and assessment along the way, then most students will wind up learning something like what is intended to be taught by the system, no matter how awful the teachers might be. In such a system, students will rarely learn well, rarely persistently, rarely passionately, seldom kindly, and the love of learning will have been squashed out of many of them along the way (survivors often become academics and teachers themselves). But they will mostly pass tests at the end of it. With a bit of luck many might even have gained a bit of useful knowledge or skill, albeit that much will be not just wasted and forgotten as easily as a hotel room number when your stay is over, but actively disliked by the end of it. And, of course, they will have learned dependent ways of learning that will serve them poorly outside institutional systems.

To make things far worse, those very structures that assist the traditional teacher (grades, compulsory attendance, fixed outcomes, concept of failure, etc) are deeply antagonistic to unteaching and are exactly why it is needed in the first place. Unteachers face a huge upstream struggle against an overwhelming tide that threatens to drown passionate learning every inch of the way. The results of unteaching can be hard to defend within a traditional educational system because, by conventional measures, it is often inefficient and time-consuming. But conventional measures only make sense when you are trying to make everyone do the same things, through the same means, with the same ends, measured by and in order to meet the same criteria. That’s precisely the problem.

The final nail in unteaching’s coffin is that it is applied very unevenly across the educational system, so every freedom it brings is counterbalanced by a mass of reiterated antagonistic lessons from other courses and programs. Every time we unteach someone, two others reteach them.  Ideally, we should design educational systems that are friendlier to and more supportive of learner autonomy, and that are (above all else) respectful of learners as human beings. In K-12 teaching there are plenty of models to draw from, including Summerhill, Steiner (AKA Waldorf) schools, Montessori schools, Experiential Learning Schools etc. Few are even close to perfect, but most are at least no worse than their conventional counterparts, and they start with an attitude of respect for the children rather than a desire to make them conform. That alone makes them worthwhile. There are even some regional systems, such as those found in Finland or (recently) British Columbia, that are heading broadly in the right direction. In universities and colleges there are plenty of working models, from Oxford tutorials to Cambridge supervisions, to traditional theses and projects, to independent study courses and programs, to competency-based programs, to PLAR/APEL portfolios, and much more. It is not a new idea at all. There is copious literature and many theoretical models that have stood the test of time, from andragogy to communities of practice, through to teachings from Freire, Illich, Dewey and even (a bit quirkily) Vygotsky. Furthermore, generically and innately, most distance and e-learning unteaches better than its p-learning counterparts because teachers cannot exert the same level of control and students must learn to learn independently. Sadly, much of it is spoiled by coercing students with grades, thereby providing the worst of both worlds: students are forced to behave as the teacher demands in their terminal behaviours but, without physical copresence, are less empowered by guidance and emotional/social support with the process. Much of my own research and teaching is concerned with inverting that dynamic – increasing empowerment and social support through online learning, while decreasing coercion. I’d like to believe that my institution, Athabasca University, is largely dedicated to the same goal, though we do mostly have a way to go before we get it right.

Why it matters

Unteaching is to a large extent concerned with helping learners – including adult learners – to get back to the point at which most children start their school careers – driven by curiosity, personal interest, social value, joy, delight – but that is schooled out of them over years of being taught dependency.  Once misconceptions about what education is for, what teachers do, and how we learn, have been removed, teaching can happen much more effectively: supporting, nurturing, inspiring, challenging, responding, etc, but not controlling, not making students do things they are not ready to do for reasons that mean little to them and have even less to do with what they are learning.

However, though it is an immensely valuable terminal outcome, improved learning is perhaps not the biggest reason for unteaching. The real issue is moral: it’s simply the right thing to do. The greatest value is that students are far more likely to have been treated with the respect, care, and honour that all human beings deserve along the way. Not ‘care’ of the sort you would give to a dog when you train it to be obedient and well behaved. Care of the sort that recognizes and valorizes autonomy and diversity, that respects individuals, that cherishes their creativity and passion, that sees learners as ends in themselves, not products or (perish the thought) customers. That’s a lesson worth teaching, a way of being that is worth modelling. If that demands more effort, if it is more fallible, and if it means that fewer students pass your tests, then I’m OK with that. That’s the price of admission to the unlearning zone.

 

Recording of my TCC2016 keynote: The Distributed Teacher

Posted , updated on

This is the recording of my keynote at the TCC2016 online conference, on the nature of learning and teaching: the inherently social, distributed nature of it, why e-learning is fundamentally different from p-learning, and how we harmfully transfer pedagogies and processes from physical classrooms to online contexts in which they do not belong. If you want to watch it, skip the first 5 minutes because there was a problem with the sound and video (I hate you, Adobe Connect): the talk itself begins at a few seconds after the 5 minute mark.

Downloadable slides and details of the themes are at https://landing.athabascau.ca/file/view/1598774/the-distributed-teacher-slides-from-my-tcc-2016-keynote

Address of the bookmark: http://squirrel.adobeconnect.com/p1bvy7grca7/

How Do You Motivate Kids To Stop Skipping School?

Posted , updated on

Not like this!

This article starts with the line ‘it seems like a no-brainer’  and indeed it is. The no-brainer solution to low attendance is to make the schools relevant, meaningful and interesting to the kids.

However, bizarrely, that is not what seemed obvious to the writer of the article, nor to the ones that carried out this harmful and doomed research, who thought the obvious answer was an incentive scheme, and inflicted it on 799 kids, mostly age 9. Basically, they told the kids they would get two pencils and a cute eraser if they turned up 85% of the time during the 38-day study.

It seems that they did not bother with a literature review because, had they done so, they would have found out right away that rewards are totally the opposite of what is needed to motivate kids to attend school. There is over 50 years of compelling evidence from research on motivation, in many fields and from many disciplines, that demonstrates this unequivocally and beyond any reasonable doubt. The only possible consequence of this intervention would be to demotivate the kids so that, at best, they might revert to former behaviours at the end of it, and that many would be even less likely to attend when it was over.

Unsurprisingly, this is exactly what they found. The reward program did indeed increase attendance while it was in effect  (this is the allure of behaviourism and why it still holds sway – it does achieve immediate results) and, when it was over, kids were indeed even less motivated to attend than they had been before, exactly as theory and empirical research predicts. In fact, many of the kids got off very lightly: formerly high attenders and those that were not great attenders before but that succeeded in getting the reward only fell back to baseline levels as soon as it was over, which is actually pretty good going. A more significant reward or longer study period might have had worse consequences. Unfortunately, the effects on the ones that were the real target (those who were initially low attenders, 60% of whom failed to meet the goal) was disastrous: once the intervention was over, these already at-risk kids were only a quarter as likely to attend as they had been before the intervention began.

One of the surprised researchers said:

“”I almost felt badly about what we had done,” she says. “That in the end, we should not have done this reward program at all.”

Almost? Seriously. This borders on child abuse. I generally think of research ethics boards as an arguably necessary evil but, when I hear that experiments like this are still going on, I could easily become a fan.

Address of the bookmark: http://www.npr.org/sections/goatsandsoda/2015/05/22/407947554/how-do-you-motivate-kids-to-stop-skipping-school