You never have to look far to find flagrant violations of
the “Correlation
does not imply causation” law. They abound in newspapers, magazines, TV
programs, parenting and diet books—anywhere, basically, that covers topics like
parenting or fitness, and thus relies heavily on behavioral research. In the past month, you could find examples of the problem, among other places, on
the website of the country’s leading popular psychology monthly, in a piece by the
triple-Pulitzer-winning New York Times
columnist, and in a psychologist’s column on Huffington Post.
As many of you may
recall from your old science and psychology courses (or from a Brain, Child piece I wrote last year),
just because two things are correlated doesn’t mean that one of them caused the other. For example, if there’s a
correlation between A and B—more of A tends to go hand in hand with more of B—that’s
no proof that A caused B. It might
have. Or maybe B caused A, or some combination of the two, or a third factor, C, caused both.
In a Psychology Today
blog post titled “Parents:
Your Words Matter,” University of Chicago psychology professor Sian
Beilock writes about a correlation between the way parents talk
to their preschool children and the children’s later problem-solving skills. Researcher Susan Levine, Beilock reports, found that the
more parents talked about spatial characteristics of objects—using words like “big,
tall, circle, curvy, edge”—the better the child performs, years later, on spatial problems.
If that’s what Dr. Levine and her colleagues really found,
there’s no evidence of it in Beilock’s post, nor in the abstract
of Levine’s article in Developmental Science. Based on what they present, it could just as easily go the
other way around.
Now, I’m not going to argue that parents words don’t matter (though in research I’ve
conducted in my own household, I found little correlation between parental instructions
to take one’s dirty dishes into the kitchen and the likelihood that one’s dirty
dishes will actually be taken into the kitchen). It may seem
logical that a child who’s always hearing her parents talk about objects' sizes and shapes
might be more attuned to those qualities and, thus, better at solving problems involving
those concepts.
That might make intuitive sense, but intuition isn’t proof—another lesson from those college psychology
courses. Besides, it’s just as intuitively logical that parents who are good at
spatial problems are more likely to perceive the world in spatial terms and (unconsciously,
perhaps) pepper their language with spatial words. And that their children tend
to inherit those skills and later prove, unsurprisingly, to be good at spatial stuff,
too.
One big moral of this story is that simple correlations
between parental actions and children’s behavior rarely proves cause and effect
if the parents and children are biologically related. In most stuations, it’s
too difficult to rule out the possibility that genes, rather than parenting, are the cause.
Thomas Friedman forgets that, too. He
writes about a study in which 15-year-olds whose parents read to them when
they were little scored higher on a test than kids whose parents didn’t. From this, Friedman
concludes:
We need better parents. Parents more focused on their children’s education can also make a huge difference in a student’s achievement.
Spot the correlation/causation error here? Again, it's a problem of ignoring possible genetic influence. What kind of parents read books to their kids?
Probably those who like to read themselves. What kind of people like to read? Usually
people who are good at reading. What kind of parents involve themselves in their
child’s education? Most likely parents who did well in school themselves.
So it’s no big leap to imagine that children who are read to also inherited their parents' reading skills and academic achievement. Yet neither Friedman nor the researchers seem to have considered that possibility. But hey, even if their conclusion were 100 percent scientifically sound, they still would hardly justify this comment, quoted by Friedman,
from the guy who oversees the testing:
[J]ust asking your child how was their school day and showing genuine interest in the learning that they are doing can have the same impact as hours of private tutoring.
First, judging from the monosyllabic grunts I usually get in answer to that question, it seems doubtful. Anyway, how would he know this? I’m going to step out on a limb and guess that there
probably aren't many parents alive who purchase “hours of private tutoring”
for their children yet don't bother to ask how school is going. So who would be the control group here?
Finally, in his rhymingly titled Huffington
Post piece, “Sleeping Late, Eating Late, Leads to Gaining Weight,” Michael
J. Breus similarly jumps to a conclusion, based on a correlation between sleep
patterns and weight gain.
A message to night owls: There's news that your bedtime -- and those late-night snacks -- may be preventing you from dropping those stubborn extra pounds.
Again, it’s not hard to think of another explanation for this correlation: That people
who like to stay up late are often also people who like to eat a lot. As a
card-carrying member of both groups, I can vouch for this. But Breus, a.k.a. “The
Sleep Doctor,” doesn’t even consider that possibility. Wonder
if this could have anything to do with the topic of his recent book, The Sleep Doctor's Diet Plan: Lose Weight
through Better Sleep.
Even if those writers and researchers are leaping to
conclusions, you might ask, where’s the harm? Why wouldn't you want to ask about your kid's
school day, whether it got him better test scores or not? (Do you
ask about your partner's work day, even if you don't think it will get him or her a raise?) Besides, if there’s any chance, however slight, that it
would improve their school performance, why not go for it? Asking the question is pretty easy.
The spatial language situation is a bit more difficult. You might
be willing to stop and think about every word you say to your child and deliberately insert spatial terms into the mix. (Although what if by doing that you’re
squelching some other form of communication that might be equally important? I
used to play word games with my then-preschool kids. On the day when I asked one to name the opposite of “short” and he came back with both “long” and “tall,” I knew he would
be good in language classes, and voila, he is. Yet I can't say his
language skills are the result of playing word games; very likely, he and I both liked
playing word games because we’re both good at language.)
But the most damaging result of all of this
misinterpretation and misinformation is guilt. It's the guilt you might feel if you take Friedman seriously when he proclaims, “We need better
parents.”
Don’t most of us—at least, those of us who comprise the audience for
these articles, i.e., people interested in figuring out how to be better parents—already
do plenty of fretting about what we’re doing wrong? Must we really be told, once again,
that we’re never good enough?