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What is Homework Good For, Anyway?
If you wanted to learn how to do something --- fly an airplane, swim, play a
violin --- you would probably spend a lot of time practicing.
If you buy a whole bunch of Karate books and spend lots of time just reading
them carefully, you will not become very good at Karate.
You actually have to practice Karate ... practice a lot of Karate ... for
many years ... before you become any good at it.
Let's look at some examples.
First of all, many of us (myself included) would like to learn by reading.
In Those Magnificent Men and their Flying Machines, a movie about
an airplane race from London to Paris in 1910, a German officer learns how to
fly by reading the book of instructions.
This doesn't work very well, and the plane winds up in the English channel.
In real life, aspiring pilots fly, with an instructor, learning to take off,
to land, to take off, to land, to take off, over and over and then they learn
further exercises.
And further exercises.
And further exercises.
And only after forty hours in the air are you permitted to take the test for
flying itty-bitty planes in daytime in good weather.
There are many books on swimming, including publications by the
American Red
Cross.
But you can't get certification for swimming, much less lifeguarding,
by reading some pamphlets.
You have to get wet, and try different kinds of strokes, while some helpful
teacher says, ``turn your head sideways, and keep those legs
straight.''
Some people would prefer to learn by watching.
An old Peanuts cartoon portrayed Linus saying that his
grandfather went to a concert to learn how to play the violin.
Even though the old man watched the violinist very carefully, when he
went back home, he couldn't duplicate the performance on his own violin.
So Linus's grandfather is going to another concert and will try to get a
better view.
Reading about doing something, or watching someone do something, is not the
same as doing it oneself.
Would you want to be operated on by a surgeon who had read about and observed
but never done the operation?
The brain is economical, and will only develop the ability to do
things that it is regularly called on to do.
So if a student reads and watches, he will develop the ability to ... read
and watch.
But not to do.
Let's turn to mathematics.
Mathematics (and other academic fields) can be deceptive, because it seems
that what a student is supposed to do is study the subject until they
know the subject.
Assuming that it is knowledge that we are after, how do you know you know
the subject?
This can be tricky because if you are exposed to a subject, you become
familiar with it.
Practically all of us are familiar with Leonardo da Vinci; that does not
mean that we know, for example, whether he ever lived in France.
But if we are familiar with something, we tend to think that we know things
about it: studies on familiarity suggest that people tend to overestimate
their knowledge of subjects on which they have only a passing acquaintance.
But whatever we are after, it is more than mere familiarity.
In the real world, knowledge means "you can use it."
If you know some mathematics, that means that you can apply it to solve
problems.
Familiarity is not sufficient; in fact, we all have had experiences
when we were familiar with a subject, and then took a test on it and ...
WHAM!
Thus sayeth the resulting grade: familiarity is not knowledge.
In fact, knowledge is more like a skill.
And as with airplanes, swimming, and violins, the only way to develop
the skills for solving mathematics problems is by doing lots and
lots of mathematics problems.
For more on the difference between repeated exposure (e.g., skimming
53 times) versus careful study (reading carefully, doing the examples,
working out anomalies, etc.), see Daniel T. Willingham's article on how
Students Remember...What They Think About,
the point being that what you remember will be, for better or worse,
what you actually are thinking about during the study period.
Typically, I find that students who do most of the homework assignments
do a lot better in exams than those who do just a few, and I don't mean by
a little bit.
Quite often in a calculus test, all the students who did most of the
homework do better than all the students who did little of the
homework.
The graph of test scores sometimes shows two big mounds: one mound (mostly
grade B-ish) of scores of students who worked hard on the homework before
the test, and one mound (mostly grade D-ish) of scores of students who did
not.
The reality is this: while homework may officially count for little (if
any) of the grade, unofficially homework drives the grades.
This should not surprise anyone who looks at exams as performances, and
homework as rehearsal: as any musician, actor or athlete will tell you, if
you do not practice, you bomb on stage.
And there is another detail: unless you are training to become a musician
or athlete, your long-term goals involve few test-like situations.
If you are trying to do a project for your job, for your church or temple,
for your political party, or for your family, that project may require a lot
of thought, some experimentation, perhaps some checking of references,
etc.
In other words, a lot of what you will be doing will be more like homework
than like tests.
If you learn how to do homework, you will be better off later on.
That is another reason why homework -- even homework problems different
from anything on the exams -- is assigned and graded: what you will need
to learn is how to do extended projects.
Let's get technical: what does it mean to ``learn'' something?
This means that:
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You have a new ability.
-
You can look at things in a new way.
It works something like this.
Long term memories are stored by making new connections between neurons
in the brain.
But just because there is a new memory does not mean that
it can be accessed at will: when the memory is desired, it has to be
located before it can be retrieved.
Memory is like a gigantic roadmap: this memory connects to that memory
which connects to that one, and so on.
Remembering is a matter of tracking down desired memories through the map.
It follows that the more connections you have to the desired memory, the
better you will be at accessing it when it is needed.
But these additional connections to the desired memory are themselves new
memories that one has to construct somehow --- usually, by repeatedly
accessing the desired memory itself, and preferably by a variety of
routes.
(By building many routes, instead of repeatedly using just a few, you get
many mores routes to the memory when you need it, and thus it is easier
to get at.)
And that is what homework does: by doing exercises, you build the useful
memories, and then (with more exercises) you build additional connections
to those useful memories.
And in doing ``think-type'' exercises, which may require several
ideas, you build connections between different useful memories, so you
not only know how they interrelate, you can use several of these ideas
to solve problems that none of these ideas alone could solve.
There is an important thing to remember.
When you are thinking, you are conscious of only a small part of what your
brain is doing.
You are often not aware of accessing sequences of memories; usually, all you
are aware of is the desired memory popping up (or worse, staying just out of
reach).
And underlying this: you have built new neural connections between
neurons in your brain --- and established those connections by repeated
reinforcement.
(``Reinforcement'' means accessing repeatedly.)
And as you may have observed in life, learning that is not reinforced
evaporates, and this is because of the brain's economy: what is repeatedly
and carefully reinforced, and supported with emotional force, is more
firmly entrenched in the neural structure.
On the other hand, what is not reinforced is obviously not (in the brain's
opinion) very important, and therefore is permitted to disappear.
And that is why, if you want to learn to do mathematics, you have to
practice, practice, practice.
For more on how the mind does homework, see the page on
homework and the unconscious.
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