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- [Colin] We have a saying
in neuroscience sometimes:
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"Don't ask the person,
ask the brain,"
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because the brain activity
may be something that's less
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than fully conscious.
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My research is about behavioral
economics and neuroeconomics.
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And behavioral economics is using
ideas from psychology
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and other social sciences
to make economics
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a little bit more lifelike
and fit human behavior.
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The neuroeconomics part
is that we actually try to see
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what's happening in the brain
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when people are making
economic decisions.
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Hypothetical bias is a term
for when you ask somebody
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whether they're going to something,
but there's no actual consequences,
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like a lot of surveys:
"Are you going to vote?"
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"Will you buy
this new product we have?"
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You tend to get a kind
of upward "yes" bias.
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People are more likely to say,
"Yeah, I'd think I'd buy it,"
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or, "Oh yeah, I'm planning to vote."
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The hypothetical bias can
be pretty high,
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and it can be also retrospective.
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So if you ask people did they vote,
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70% say yes and really
the answer was 45%.
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One application is
in things like marketing.
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A lot of new products fail,
and one reason they fail
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is because when
they test market it,
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a lot of people said,
"Yes, I'd buy it,"
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who weren't going to buy it.
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One thing that people
have been chasing
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in different fields in economics
and psychology is
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how can we measure the size
of this bias and adjust for it.
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So that if 70% of the people say
they're going to buy a new product,
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we know that
the real number is 45%.
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We did a couple of studies using
brain imaging to say
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is there a kind of signature
in the brain of when
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somebody says,
"Yes, I would buy it,"
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but when they really have
to choose, they say no.
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So we showed them pictures
of different goods,
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and the first part
of the experiment, we asked them,
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"Would you pay $27
for this backpack, yes or no?"
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That's the hypothetical part,
and then we kind of surprised them
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when they come out of the scanner
and we say to them,
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"Oh by the way, now we're going
to actually have you decide
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to spend money
so we're going to give you $50."
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If you want to buy the backpack
for $27, we're going to take it
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out of your 50, so that now
they have to make real decisions,
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and then we study
in the brain imaging,
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could we tell what areas
were saying yes,
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but actually would later say no
compared to the areas that said,
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"Yes, I think I'll buy it,"
and, yes, they really did buy it.
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And we found both more activity
in certain regions associated
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with valuation and then activity
in different regions,
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which were somewhat predictive
of when a yes was going to turn
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into, "Well, not really."
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In some other studies
on hypothetical bias,
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we used eye tracking,
which is a computerized way
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of seeing what you're looking at
for how long.
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It also measures pupil dilation.
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When you're aroused
by something that you like,
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or possibly you're scared,
the pupil dilates a little bit.
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So we used that method
and then another method
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using mouse movements.
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And so we found
that the mouse tracking
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and the eye tracking
actually could give us an idea
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of when people would say, "Yes,
I'm going to buy this product,"
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but then they really didn't
when they had skin in the game
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and had to buy it.
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The quicker a person moves a mouse
to a box to click on something,
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the more they like it.
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It's like a fast trajectory,
"I really like this."
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A slow meandering trajectory is,
"Well, I don't know. I'm not sure."
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The motor activity in the mouse is
actually an index in economic value
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as well as some other things,
like indecision.
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We live in a kind of golden age
of social science
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in which we can measure things
in lots and lots of different ways.
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So one thing we've just begun
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that I think it's going
to be really, really fun
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is in order to study habit
and a bunch of other things.
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We bought a smart vending machine,
and a smart vending machine
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is basically a vending machine
in the back
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and a giant iPad in the front.
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So you could program the iPad
to show whatever you want.
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For example, if somebody buys
habitually and you raise the price
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by a few percent,
do they just ignore that
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because they're not
even looking at the price?
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Eventually, we'd like also
to be able to use webcam cameras
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to record so when I say
somebody is not looking at the price,
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I really mean they
are not looking at the price
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because the camera looked
at where their eyes were looking.
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- [Narrator] Want to see
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