Strategies are a good thing. They help you solve problems, they can get you unstuck, but when I suggest them to students I'm often met with a blank stare: "Uhh. How do you find a pattern here?" Or, I'll ask a kid who is stumped, "Can you draw a picture for this problem?" and they'll nod and I'll walk away for five minutes and when I come back they've drawn a bakery.
Kids don't get what these problem solving strategies mean. And I think that's because we teachers often don't realize how abstract problem solving strategies like "draw a picture" or "work backwards" are. I'd like to speculate that these strategies are just as abstract for our kids as variables, equations or other
high-level representations like graphs.
But what does it mean for a
strategy to be abstract, and what does it mean to
abstract a strategy? Dan has
really thought through what it would mean for "to abstract" to mean "to remove irrelevant details," and for an abstraction to be the result of this process. But I think that there's a flipside of that, which is that when we're abstracting we're bundling. That's important enough to my argument I'm going to write that in really big letters before attempting to defend it. One second,
Abstracting as Bundling
...and we're back! I think that a lot of what it means to abstract something is to bundle it together with a bunch of things. So, for example, you start with Bessie.
But then you add Judith, Ann and Cleopatra to the mix.
You notice some things that are similar about these four fine gals. You notice some things that are different. You decide that they're similar enough that they deserve a name, so you create a category called "cow." "Cow" is all about the important things Bessie and Friends have in common, and (as Dan says) ignoring the parts you don't care about.
One way of looking at this process is with the metaphor* of the "ladder of abstraction." I like the idea of a ladder, but it makes me sad that Ann, Cleopatra and Judith don't get to be on the ladder since they were so important to this whole deal. So I made a tree diagram that has room for them.
* More like MEAT-aphor amiright?
My contention is that this depiction of abstraction is just as true for strategies and skills (e.g. “draw a picture”) as it is for concepts (e.g. “cow”). A strategy such as "work backwards" sits at the very top of a very tall tree of abstractions. There isn't just one thing called "work backwards." Well, there is, but it's a family of (families of!) strategies that have been bundled together under this one name.
This is a point that has been made by
Alan Schoenfeld:
“A major realization was that Polya’s descriptions of the strategies were too broad: “Try to solve an easier related problem” sounds like a sensible strategy, for example, but it turns out that depending on the original problem, there are at least a dozen different ways to create easier related problems. Each of these is a strategy in itself.”
It’s great to have a top-level strategy like “solve an easier, related problem” if you have lots of experience with all the strategies that are under it. But if you're don’t, then when someone tells you “Try solving an easier problem!” it's like pointing at Bessie telling a kid “Do you see that wealth out there, chomping grass in the field?”
We’re jumping to an abstraction, and the communication fails.
What is a teacher to do?
When it comes to teaching the big math skills and strategies, I think that we have to move up and down this ladder of abstraction. In particular, we want to help kids organize their learning more effectively by helping students bundle their strategies into more general, more widely-applicable packages.
Consider this kid, who is getting pretty good at drawing a picture for certain kinds of multiplication problems.
In fact, she can do this for addition problems and fraction problems too. She knows how to draw pictures to help her solve problems in lots of different specific situations. This is where the teacher's work begins.
One way that we can help this student is by encouraging her to see these three specific drawing tricks that she already knows about as a strategy. We're asking her to do some bundling. Instead of Wilcox, Ann, Judith and Cleopatra, we're asking her to bundle "draw a picture to help solve a multiplication problem," "draw a picture to help solve a fraction problem" and "draw a picture to help solve an addition problem," into a single category.
Now, say this kid is stuck on a subtraction word problem and you advise her, "Try drawing a picture!" There's a decent shot, I'd argue, that this kid will be able to pick a representation for this problem. If not, that's cool, push her to think about how she'd represent this if it were an addition problem, or a division problem. Draw connections that will help her bundle her strategies and ascend higher and higher up the ladder of strategy-abstraction.
Eventually, this kid will become pro at drawing pictures to help solve arithmetic problems. Does that mean that she'll be able to draw a picture to help her solve a linear equation? Of course not! Even if she understood variables and equations, do we expect her to easily intuit that a scale is a helpful way to visually
represent a linear equation?
No. She needs to learn some powerful new pictures to draw. But once she does learn this, we should encourage her to connect this to the other pictures she knows are useful to draw for algebra problems. And throughout this process we should encourage her to connect these sorts of pictures to the representations she draws for other sorts of problems. We need to encourage her to see how all these strategies are very similar, and truly belong under one bundle.
Is this enough to give our student a general-purpose problem solving strategy yet? Probably not! This process of bundling and packaging is going to continue throughout her mathematical career. At some point she'll have seen a lot of math problems where visualizations can help and, when facing something new, she'll ask herself, "Hey, I wonder if I can draw a picture here."
But the point is that there's a long development to this point, and I don't think that it's enough to just ask kids, “Have you tried drawing a picture?”
Questions
- We need to teach kids lots of more specific strategies, but should that happen instead of teaching top-level strategies, or while teaching the most abstract strategies? What's most effective?
- Do we just want kids to notice "Hey! A picture I drew helped me solve all these different sorts of arithmetic problems." Or do we want them to notice similarities and connections within the types of pictures that ended up helping them?
- Where does this leave our posters of problem solving skills? Do these things help, in the end?
- What would it take to fully articulate the landscape of "draw a picture" or "think logically" or "work backwards" that it takes for a student to reach a serious level of expertise? Any grad students out there wanna pitch in on this?