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?
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(KNOCKING)
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(DOOR OPENING)
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Thanks for letting me use the
lab on the weekend, Dr. Sherman.
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Of course, Winnie,
we want all the students
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competing in this year's
West Haven Science Competition
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to feel supported.
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How's your research
project coming along?
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Oh, it's very promising.
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I'm gunning to win this thing.
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Oh, great, well, good luck.
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I'd offer to stay and help
but Sunday is my fun day.
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00:00:24,759 --> 00:00:27,393
So, I'm just gonna leave you
here to use the lab
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completely unsupervised.
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Thanks.
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Let's get to work, Carl.
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- (CARL SQUEAKS)
- (WINNIE) If my hypothesis is correct,
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my project will blow everyone
else's out of the water.
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00:00:38,305 --> 00:00:41,874
And then I'll get into the
university of my choice...
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00:00:41,876 --> 00:00:44,510
and be on the path to becoming
a groundbreaking scientist
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just like my heroes.
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I'll follow in the
footsteps of Marie Curie
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and Mimi Phipps Clark.
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And do research to benefit mankind.
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Because Carl, in a world
filled with ambiguity,
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science is always right.
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Actually... Science
gets it wrong all the time!
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Mother physics!
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Wait, are you Adam from TV?
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Oh, you watch the show.
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Yeah, when "Myth Busters" isn't on.
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Now those guys are smart.
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Well, wanna do the honors?
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Sure.
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Hi, I'm Winnie Jones
and this is Adam Conover,
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and I'm on "Adam Ruins Everything."
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Uh-oh.
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?
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Corrected & Synced by Bakugan
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Adam, I've seen your show.
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It's about proving things wrong.
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But you can't do that to science.
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Science is how we find out
the truth about the world.
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Yes, it is.
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But the way we do science
is often flawed.
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Well, not here, it isn't.
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Carl and I are working on a very
exciting, very solid study
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about how Vitamin D affects
human memory retention.
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Oh.
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(SQUEAKING)
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Yes, you are a good
little test subject.
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Actually, if you're trying
to learn about humans,
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he's a terrible little test subject.
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(LOUD SQUEAKING)
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Sorry.
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What? Everyone knows testing on rodents
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is practically the same
as doing actual human trials.
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Yes, everyone "knows" that.
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Too bad they're wrong.
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Cool! I've always
wanted to be a B-A-L-B-C-J
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laboratory mouse.
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But what are we doing here?
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The same thing we do
every night, Winnie.
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Ruining a common misconception.
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(THUNDER CRASHES)
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Rodents make up 95% of all animals
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used for biomedical
research in America.
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That's 20 to 30 million mice a year.
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Whoa, they must be such
effective test subjects.
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Actually, they're not.
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Out of all clinical trials
based on mouse models,
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the results don't apply to
humans over 80% of the time.
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Well, time to file these.
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(ADAM) And those failed trials
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can cause hundreds
of millions of dollars a piece.
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And this drives up
the cost of development.
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Meaning we get fewer new drugs.
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Yeah, we're out of funding.
(GRUMBLING THROUGH PHONE)
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Well, then tell the cancer patients
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they'll have to wait, Pete!
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00:03:05,619 --> 00:03:07,553
But how can that be?
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I read mice share
97% of DNA with humans.
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True, but that 3%
makes a big difference.
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Mouse metabolisms are seven
times faster.
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We have different
inflammation reactions.
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And, you know, people are over
3,000 times bigger.
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- (GASPS)
- (SQUEAKING)
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(ADAM) And our bodies can have
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very different reactions to medicine.
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In one extreme example
from 2006, a new cancer drug
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was tested in mice and
passed with flying colors.
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But when human subjects
were injected with just
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1/500th of a mouse dosage,
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within hours, all of the volunteers
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went into catastrophic,
multi-organ failure
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and had to be rushed to the ICU.
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Oh.
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The truth is, testing on mice
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just doesn't tell us as much about
humans as we think it does.
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Jeez Louise.
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So, why do we even use mice
in the first place?
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Because they're cheap and convenient.
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Compared to other animal test subjects,
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mice are a bargain.
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00:04:03,377 --> 00:04:05,711
And they're great in a lab
setting because they're easy
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to tame and store
and they breed like crazy.
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Congratulations!
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It's 100!
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Rodents are also super easy
to genetically customize.
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Want a mouse with no immune system?
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00:04:16,190 --> 00:04:18,056
Or how about one
that glows in the dark.
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00:04:18,058 --> 00:04:20,425
Extra tumors strike your fancy?
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00:04:20,427 --> 00:04:23,362
You can have whatever model
of mouse you want.
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Finally, the Animal Welfare Act,
the only federal law
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that covers testing on animals
doesn't protect mice at all.
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(SCREAMING)
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Oh, yeah,
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we can never get away
with this on a rabbit.
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So, even though we know
testing on mice is a problem,
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we keep doing it anyways
'cause it's easier?
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(WOMAN) And at this point,
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it's almost impossible not to.
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Ah, Winnie, this is...
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Dr. Azra Raza,
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Director of the Myelodysplastic
Syndrome Center at Columbia!
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I traded six Albert Einsteins for her.
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00:04:54,561 --> 00:04:55,761
(DR. RAZA) Thanks, Winnie!
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00:04:55,763 --> 00:04:58,397
And thanks for keeping me
in mint condition.
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00:04:58,399 --> 00:05:01,433
Medical science is almost
entirely built
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around mouse testing.
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Researchers have been using mice
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since the 1800s.
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And students are taught on them
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00:05:07,908 --> 00:05:09,374
from day one of school.
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00:05:09,376 --> 00:05:10,809
And most other testing methods
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00:05:10,811 --> 00:05:12,577
are prohibitively expensive.
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00:05:12,579 --> 00:05:16,014
You quite literally cannot
do a study without mice.
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00:05:16,016 --> 00:05:17,683
At the moment in the United States,
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the FDA will almost
never approve a trial in humans
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00:05:20,888 --> 00:05:24,089
unless researchers have
done it in rodents first.
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00:05:24,091 --> 00:05:27,192
The real problem is cancer
research has become
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so mouse centric, we cannot
replace rodent testing
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00:05:31,298 --> 00:05:33,332
without overhauling the whole system.
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00:05:33,334 --> 00:05:34,599
Which is a shame.
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00:05:34,601 --> 00:05:36,768
Because if we want
to cure cancer in humans,
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00:05:36,770 --> 00:05:39,538
we should be studying
human cancer cells.
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00:05:39,540 --> 00:05:43,175
We are wasting valuable
resources and time on mice.
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00:05:43,177 --> 00:05:44,276
(SQUEAKING)
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Hey, come on! This is a family show.
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00:05:46,914 --> 00:05:48,213
(SIGHS)
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Thanks, Doctor Raza.
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00:05:49,316 --> 00:05:50,615
You're welcome.
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00:05:50,617 --> 00:05:51,917
And here's another tip.
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If you put me in your bike spoke,
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00:05:53,487 --> 00:05:55,654
it will sound like a motorcycle.
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(MIMICKING MOTOR PUTTERING)
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(SIGHS)
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(BOOKS THUD TO FLOOR)
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Now my whole project isn't useable.
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00:06:03,931 --> 00:06:05,497
Well, you don't have to throw
out all of your work.
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00:06:05,499 --> 00:06:10,102
Nope! I am gonna start
a new project from scratch.
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00:06:10,104 --> 00:06:12,671
I mean, might as well get used to it.
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00:06:12,673 --> 00:06:13,939
When I'm a scientist,
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I'll be doing nothing
but science all day.
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Not quite.
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Want me to tell you about it?
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Coou have found
a cool kid to mess with?
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00:06:21,048 --> 00:06:22,414
(WHISTLING THEME)
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00:06:24,785 --> 00:06:27,386
You know, Winnie, the reality
working as a scientist
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might not be quite what you expect.
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Very funny, Adam.
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You're a real Humphry Davy.
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The chemist who discovered the
effects of laughing gas? Hello?
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00:06:36,029 --> 00:06:39,631
I know exactly what life
as a scientist will be like.
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I'll spend my days investigating
the big unanswered questions.
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I'll follow the research
wherever it leads,
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00:06:45,239 --> 00:06:47,038
beholden to nothing and no one
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00:06:47,040 --> 00:06:50,375
but the pursuit
of pure scientific truth.
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That's a beautiful dream.
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But in reality, what science
you get to do depends a lot
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on who gives you money to do it.
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'Cause if you wanna pursue
scientific truth,
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00:06:58,719 --> 00:07:01,686
first you gotta find someone
willing to pay for it.
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00:07:01,688 --> 00:07:05,690
Around two-thirds of basic
research is privately funded.
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00:07:05,692 --> 00:07:07,292
But here's the problem.
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00:07:07,294 --> 00:07:09,628
The priorities of the people
handing out the funding
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often affect what research gets done.
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(ANNOUNCER) Welcome to "Smart Tank."
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Today the Smarts will hear
a proposal from Winnie,
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00:07:18,772 --> 00:07:20,439
a young researcher competing
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00:07:20,441 --> 00:07:23,742
in the West Haven Science Competition.
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00:07:23,744 --> 00:07:24,776
Hello, Smarts.
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00:07:24,778 --> 00:07:27,012
Uh, today, I'm asking for funding
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00:07:27,014 --> 00:07:28,880
for my biomedical research.
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00:07:28,882 --> 00:07:30,882
Here's my proposal.
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00:07:30,884 --> 00:07:35,253
You'll find it's very exciting
and worthwhile.
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00:07:35,255 --> 00:07:37,155
First up, a major funder of research,
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00:07:37,157 --> 00:07:38,757
corporate America.
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00:07:38,759 --> 00:07:41,326
Winnie, we might be able to help you.
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00:07:41,328 --> 00:07:43,829
I just have one question.
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00:07:43,831 --> 00:07:45,697
Is this gonna help us
sell more candy bars?
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00:07:45,699 --> 00:07:47,966
No... Why?
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00:07:47,968 --> 00:07:49,801
Well, corporations and trade groups
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00:07:49,803 --> 00:07:52,404
tend to fund research
that will make them money.
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00:07:52,406 --> 00:07:55,607
In 2011, the National
Confectioners Association
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00:07:55,609 --> 00:07:57,008
paid for a study
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00:07:57,010 --> 00:08:01,613
that implied eating sweets
actually makes kids skinnier.
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00:08:01,615 --> 00:08:03,248
If you can't provide
that kind of return
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00:08:03,250 --> 00:08:05,784
on investment, I'm out.
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00:08:05,786 --> 00:08:07,752
Well, I see plenty of upside.
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00:08:07,754 --> 00:08:10,722
Your research can help us
develop new drugs.
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00:08:10,724 --> 00:08:11,857
Really?
213
00:08:11,859 --> 00:08:12,991
Sure.
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00:08:12,993 --> 00:08:14,826
And if your results make
our drugs look good,
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00:08:14,828 --> 00:08:16,094
we'll publish them.
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00:08:16,096 --> 00:08:17,496
Otherwise we'll bury them
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00:08:17,498 --> 00:08:19,998
so the results will never
be seen. (CHUCKLES)
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00:08:20,000 --> 00:08:21,733
Yeah, they actually do that.
219
00:08:21,735 --> 00:08:23,068
Well, that's wrong.
220
00:08:23,070 --> 00:08:24,870
I won't be a part of it.
221
00:08:24,872 --> 00:08:27,906
Oh, an idealist. I'm out.
222
00:08:27,908 --> 00:08:29,641
Well, there's two Smarts left.
223
00:08:29,643 --> 00:08:32,577
Okay, another major source
of funding is philanthropy.
224
00:08:32,579 --> 00:08:36,147
Winnie, I apologize for my
robber baron friends here.
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00:08:36,149 --> 00:08:39,284
You and I, we're in it to help people.
226
00:08:39,286 --> 00:08:40,886
See? This lady gets me.
227
00:08:40,888 --> 00:08:44,122
Sure, and philanthropic donors
fund some worthy research.
228
00:08:44,124 --> 00:08:46,391
But they're also more
likely to give money
229
00:08:46,393 --> 00:08:49,094
to causes that have
affected them personally.
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00:08:49,096 --> 00:08:52,664
You have to use this to find
a cure for diamond allergies.
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00:08:52,666 --> 00:08:53,965
(LOUD SNEEZE)
232
00:08:53,967 --> 00:08:57,903
Or maybe I could study diabetes
or sickle cell anemia?
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00:08:57,905 --> 00:09:00,939
Oh, sorry, sweetie, I'm out.
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00:09:00,941 --> 00:09:02,507
This is a travesty.
235
00:09:02,509 --> 00:09:04,743
Isn't anyone willing to fund objective,
236
00:09:04,745 --> 00:09:06,778
independent, unglamorous research?
237
00:09:06,780 --> 00:09:09,848
Yes, there is one final funding source.
238
00:09:09,850 --> 00:09:11,883
Public funding.
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00:09:11,885 --> 00:09:13,318
Also is Mark Cuban here
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00:09:13,320 --> 00:09:15,820
because I would, like,
die if I met Mark Cuban.
241
00:09:15,822 --> 00:09:18,390
Because government funding
isn't controlled by profits
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00:09:18,392 --> 00:09:21,626
or the whims of one person,
it supports the unsexy
243
00:09:21,628 --> 00:09:25,297
yet vital basic research
that all science builds upon.
244
00:09:25,299 --> 00:09:27,632
And it's led to advances like...
245
00:09:27,634 --> 00:09:30,335
Heart rate monitors,
the Human Genome Project,
246
00:09:30,337 --> 00:09:33,171
audio recording,
water purification, satellites,
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00:09:33,173 --> 00:09:37,542
solar panels, super computers,
GPS and the internet.
248
00:09:37,544 --> 00:09:39,611
Just to name a few.
249
00:09:39,613 --> 00:09:42,681
Even Google got its start
with a government grant.
250
00:09:42,683 --> 00:09:45,450
But you won't see that on the
first page of search results.
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00:09:45,452 --> 00:09:47,719
Wow, sounds like public
funding is awesome.
252
00:09:47,721 --> 00:09:50,021
Finally a funding
source with no downsides.
253
00:09:50,023 --> 00:09:52,824
Well... there is one little wrinkle.
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00:09:52,826 --> 00:09:57,095
Federal science budgets are
controlled by politicians.
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00:09:57,097 --> 00:10:01,232
I hereby award you, Winnie,
this government grant for...
256
00:10:01,234 --> 00:10:02,567
(WHISPERING) What's that, Senator?
257
00:10:02,569 --> 00:10:05,570
You'd rather have tax cuts
than scientific knowledge?
258
00:10:05,572 --> 00:10:08,773
And there's a powerful lobby
that won't like the research?
259
00:10:08,775 --> 00:10:10,342
And you don't know enough about science
260
00:10:10,344 --> 00:10:12,978
to care about the consequences?
261
00:10:12,980 --> 00:10:14,012
(SIGHS)
262
00:10:14,014 --> 00:10:15,080
Sorry, I'm out.
263
00:10:15,082 --> 00:10:16,948
No! This work is worth the money.
264
00:10:16,950 --> 00:10:18,950
Ask any scientist, they'll tell you.
265
00:10:18,952 --> 00:10:23,254
Sorry, politicians tell me
what to do, not scientists.
266
00:10:23,256 --> 00:10:25,323
Maybe not the best system.
267
00:10:25,325 --> 00:10:27,225
But science needs the money.
268
00:10:27,227 --> 00:10:28,960
Yes, it does.
269
00:10:28,962 --> 00:10:31,896
Private funding will never be
enough to support research
270
00:10:31,898 --> 00:10:33,531
in the public interest.
271
00:10:33,533 --> 00:10:37,002
The kind of long-term careful
science that doesn't generate
272
00:10:37,004 --> 00:10:40,171
profits or glory,
but improves people's lives
273
00:10:40,173 --> 00:10:42,974
and increases our understanding
of the universe.
274
00:10:44,144 --> 00:10:46,611
We need public funding for science.
275
00:10:46,613 --> 00:10:48,146
But in the past 50 years,
276
00:10:48,148 --> 00:10:49,781
the portion of the discretionary budget
277
00:10:49,783 --> 00:10:51,616
that government spends
on research and development
278
00:10:51,618 --> 00:10:54,219
has been cut nearly in half.
279
00:10:54,221 --> 00:10:55,920
And with less funding,
280
00:10:55,922 --> 00:10:58,990
there's more competition
for fewer resources.
281
00:10:58,992 --> 00:11:00,425
In the past two decades,
282
00:11:00,427 --> 00:11:03,128
30% of National Health Institute
grants got funded.
283
00:11:03,130 --> 00:11:05,764
But today, it's about 17%.
284
00:11:05,766 --> 00:11:08,500
No, no, no!
285
00:11:08,502 --> 00:11:12,470
And from 2010 to 2013,
the U.S. had the biggest
286
00:11:12,472 --> 00:11:14,873
three-year reduction
of scientific research
287
00:11:14,875 --> 00:11:18,043
and development since
the end of the space race.
288
00:11:20,313 --> 00:11:21,413
(SIGHS)
289
00:11:24,051 --> 00:11:25,316
But if it's so hard to get funding,
290
00:11:25,318 --> 00:11:26,785
then how do we do science?
291
00:11:26,787 --> 00:11:29,487
Well, sometimes we just don't.
292
00:11:29,489 --> 00:11:32,123
In a recent study of 11,000 scientists,
293
00:11:32,125 --> 00:11:34,459
half of them said they've
had to stop doing
294
00:11:34,461 --> 00:11:36,227
valuable research partway through
295
00:11:36,229 --> 00:11:38,897
because of economic pressures.
296
00:11:38,899 --> 00:11:42,333
Who knows what great advancements
we lost out on as a result.
297
00:11:42,335 --> 00:11:45,003
As much as we'd love to believe
that the progress of science
298
00:11:45,005 --> 00:11:47,572
is determined solely
by the best and brightest,
299
00:11:47,574 --> 00:11:50,442
decisions about which
science gets funded
300
00:11:50,444 --> 00:11:53,278
have always been controlled
by non-scientists.
301
00:11:53,280 --> 00:11:55,213
It's all about who holds
the purse strings.
302
00:11:55,215 --> 00:11:58,616
That may be true but science
always triumphs in the end.
303
00:11:58,618 --> 00:12:01,820
Look at all these journals.
304
00:12:01,822 --> 00:12:05,924
Great, factual peer reviewed
research is published every day.
305
00:12:05,926 --> 00:12:07,592
(SUCKING TEETH) Ah...
306
00:12:07,594 --> 00:12:09,260
- Ugh.
- What?
307
00:12:09,262 --> 00:12:12,297
Nothing, just that a surprising
number of scientific studies
308
00:12:12,299 --> 00:12:14,265
do not... hold up.
309
00:12:16,269 --> 00:12:17,502
(SCREAMING)
310
00:12:20,173 --> 00:12:21,372
- Oh!
- Excuse me.
311
00:12:21,374 --> 00:12:23,007
I'm using those studies for my project.
312
00:12:23,009 --> 00:12:24,843
Go ahead, but there's a good chance
313
00:12:24,845 --> 00:12:26,511
a lot of those studies are wrong.
314
00:12:26,513 --> 00:12:28,580
Adam, please, when a study
has been published,
315
00:12:28,582 --> 00:12:30,949
that means its data
is robust and accurate.
316
00:12:30,951 --> 00:12:33,251
Winnie, if you'd ever read
"US Weekly", you'd know
317
00:12:33,253 --> 00:12:34,886
that just 'cause something
is published,
318
00:12:34,888 --> 00:12:36,020
that doesn't mean it's true.
319
00:12:36,022 --> 00:12:38,757
What's "US Weekly?"
320
00:12:38,759 --> 00:12:40,759
Wow, you are nerdier
than I am. (CHUCKLES)
321
00:12:43,964 --> 00:12:46,731
Studies can be flawed
for a number of reasons.
322
00:12:46,733 --> 00:12:49,601
?
323
00:12:51,638 --> 00:12:53,838
If the sample size was too small,
324
00:12:53,840 --> 00:12:56,574
the luck of the draw
could've skewed the results.
325
00:12:56,576 --> 00:13:00,011
We should test this
on 10,000 people but...
326
00:13:00,013 --> 00:13:02,213
I only know ten.
327
00:13:02,215 --> 00:13:04,482
That's okay, making friends is hard.
328
00:13:04,484 --> 00:13:07,418
(ADAM) Or maybe there was
a confounding variable.
329
00:13:07,420 --> 00:13:09,487
Like, if the subject was
using another product
330
00:13:09,489 --> 00:13:10,722
that could affect the results
331
00:13:10,724 --> 00:13:13,057
and the researchers
didn't account for it.
332
00:13:13,059 --> 00:13:15,026
Oh, wow, this pill is really
333
00:13:15,028 --> 00:13:17,362
boosting our subject's
resistance to sunburn.
334
00:13:19,399 --> 00:13:21,633
(ADAM) And something, very rarely,
335
00:13:21,635 --> 00:13:24,836
unscrupulous researchers
will fake their results.
336
00:13:24,838 --> 00:13:26,304
What if we just make up numbers
337
00:13:26,306 --> 00:13:28,106
that show that this pill cures cancer?
338
00:13:29,609 --> 00:13:31,342
Hello? Nobel Prize committee?
339
00:13:31,344 --> 00:13:33,011
I've got some data you've gotta see.
340
00:13:33,013 --> 00:13:34,712
Sure, so we just need a way to find out
341
00:13:34,714 --> 00:13:36,114
which studies are accurate.
342
00:13:36,116 --> 00:13:39,050
We already have one.
And that's to reproduce them.
343
00:13:39,052 --> 00:13:41,486
To show the results
weren't just some fluke,
344
00:13:41,488 --> 00:13:43,521
someone else has to do another study
345
00:13:43,523 --> 00:13:45,256
that tests the same question
346
00:13:45,258 --> 00:13:47,725
to see if they can get
the same findings.
347
00:13:47,727 --> 00:13:49,727
It's like double checking the answers.
348
00:13:49,729 --> 00:13:52,997
Curse, my results were way different.
349
00:13:52,999 --> 00:13:54,399
And here's the problem.
350
00:13:54,401 --> 00:13:56,501
Since studies are usually reproduced
351
00:13:56,503 --> 00:13:57,969
after they're published,
352
00:13:57,971 --> 00:13:59,304
that means they have a chance
353
00:13:59,306 --> 00:14:02,574
to influence other research
or even become famous
354
00:14:02,576 --> 00:14:04,909
before we find out they're wrong.
355
00:14:04,911 --> 00:14:08,213
For instance, remember that
famous study on power posing.
356
00:14:08,215 --> 00:14:10,949
Uh, it's only one of the most
watched TED Talks of all time.
357
00:14:10,951 --> 00:14:12,884
It proved that by standing
in the power pose,
358
00:14:12,886 --> 00:14:15,220
your body produces hormones
that give you confidence.
359
00:14:15,222 --> 00:14:18,356
Well, no one's ever been able
to reproduce those results.
360
00:14:18,358 --> 00:14:19,390
What?
361
00:14:19,392 --> 00:14:20,725
Or how about that series of studies
362
00:14:20,727 --> 00:14:22,060
from the '70s and '80s
363
00:14:22,062 --> 00:14:24,796
that showed you can actually
make yourself feel happier
364
00:14:24,798 --> 00:14:26,364
just by smiling?
365
00:14:26,366 --> 00:14:28,233
Well, that makes sense, right?
366
00:14:28,235 --> 00:14:31,603
Sure, except that in 2016,
almost 20 labs tried
367
00:14:31,605 --> 00:14:33,538
to replicate it and not one of them
368
00:14:33,540 --> 00:14:35,340
was able to reproduce those findings.
369
00:14:35,342 --> 00:14:37,008
(TRAIN WHISTLE BLOWS)
370
00:14:37,010 --> 00:14:38,576
Holy Hawking!
371
00:14:38,578 --> 00:14:41,246
If that's true, then how many
other studies might be wrong?
372
00:14:41,248 --> 00:14:42,447
Oh, a lot of them.
373
00:14:42,449 --> 00:14:44,749
In fact, many scientists
say that we're in the midst
374
00:14:44,751 --> 00:14:48,186
of a reproducibility crisis.
375
00:14:48,188 --> 00:14:51,322
Like a good type of crisis, right?
376
00:14:51,324 --> 00:14:54,692
One research team just
replicated 100 famous psychology
377
00:14:54,694 --> 00:14:58,696
studies but found they couldn't
reproduce about 60% of them.
378
00:14:59,766 --> 00:15:00,698
(BEEP)
379
00:15:02,235 --> 00:15:05,136
Another revisited 67 major drug studies
380
00:15:05,138 --> 00:15:08,640
and found that about 75%
didn't match their results.
381
00:15:11,478 --> 00:15:14,646
And another team zeroed
on 53 recent cancer studies
382
00:15:14,648 --> 00:15:17,849
and couldn't reproduce 47 of them.
383
00:15:17,851 --> 00:15:21,319
(BEEP, LOUD EXPLOSION)
384
00:15:21,321 --> 00:15:23,588
But those numbers are so high!
385
00:15:23,590 --> 00:15:25,356
If science gets it wrong that often,
386
00:15:25,358 --> 00:15:27,859
then we should be reproducing
every study.
387
00:15:27,861 --> 00:15:30,628
(MAN) That'd be nice, but
it probably won't happen.
388
00:15:30,630 --> 00:15:33,932
There... and that's how
you fold a fitted sheet.
389
00:15:33,934 --> 00:15:36,501
This is Professor Nosek.
of the University of Virginia.
390
00:15:36,503 --> 00:15:38,703
And the co-founder
of the Center for Open Science.
391
00:15:38,705 --> 00:15:40,338
Adam's right, Winnie.
392
00:15:40,340 --> 00:15:42,507
Replication studies
are not getting done.
393
00:15:42,509 --> 00:15:45,410
And it's because scientists don't
have enough good reasons to do them.
394
00:15:45,412 --> 00:15:47,011
Wait, what do you mean?
395
00:15:47,013 --> 00:15:49,380
To succeed in their careers,
scientists have to publish
396
00:15:49,382 --> 00:15:51,082
and get attention for their research.
397
00:15:51,084 --> 00:15:52,717
And that's more likely to happen
398
00:15:52,719 --> 00:15:55,954
if their studies have new
and flashy conclusions.
399
00:15:55,956 --> 00:15:59,657
My study found that Fidget
Spinners give you six-pack abs.
400
00:15:59,659 --> 00:16:01,693
(CROWD GASPS AND APPLAUDS)
401
00:16:01,695 --> 00:16:03,561
And the pressure to get
these kinds of results
402
00:16:03,563 --> 00:16:06,731
sometimes leads researchers
to cut corners.
403
00:16:06,733 --> 00:16:08,333
I didn't need test subjects.
404
00:16:08,335 --> 00:16:09,734
I just asked my bro, Kevin.
405
00:16:09,736 --> 00:16:11,703
He's super ripped.
406
00:16:11,705 --> 00:16:15,273
On the other hand, replication
studies make for good science.
407
00:16:15,275 --> 00:16:16,774
But they don't get as much attention.
408
00:16:16,776 --> 00:16:18,643
People just aren't
interested in studies
409
00:16:18,645 --> 00:16:20,211
that don't find anything new.
410
00:16:20,213 --> 00:16:22,613
And I replicated a 2003 study
411
00:16:22,615 --> 00:16:26,617
on classification of
fine-grained polypeptide folds.
412
00:16:26,619 --> 00:16:27,719
The results held up.
413
00:16:27,721 --> 00:16:29,287
(CRICKETS CHIRPING, MAN COUGHS)
414
00:16:29,289 --> 00:16:32,023
Hey, her work is just as important.
415
00:16:32,025 --> 00:16:34,425
Yeah, but it isn't as exciting.
416
00:16:34,427 --> 00:16:35,827
Science is competitive.
417
00:16:35,829 --> 00:16:38,096
There aren't enough jobs or
grant dollars for everyone.
418
00:16:38,098 --> 00:16:41,766
So, if you were trying to get
people excited about your research, what would you do?
419
00:16:41,768 --> 00:16:43,735
Follow-up on someone's prior findings?
420
00:16:43,737 --> 00:16:45,903
Or try to find something new
and amazing?
421
00:16:45,905 --> 00:16:48,973
I, uh, also did a study that found...
422
00:16:48,975 --> 00:16:50,441
candy cures leukemia!
423
00:16:50,443 --> 00:16:52,543
(CROWD GASPS AND APPLAUDS)
424
00:16:52,545 --> 00:16:53,945
(SHUTTERS CLICKING)
425
00:16:53,947 --> 00:16:58,182
These incentives to publish lead
to a lot of unreliable research.
426
00:16:58,184 --> 00:17:00,218
One estimate suggest that in the U.S.,
427
00:17:00,220 --> 00:17:03,888
we spend $28 billion a year
on biomedical research
428
00:17:03,890 --> 00:17:05,857
that can't be reproduced.
429
00:17:05,859 --> 00:17:07,325
That's such a waste!
430
00:17:07,327 --> 00:17:09,827
Well, flashy findings can be useful
431
00:17:09,829 --> 00:17:11,729
for stimulating new areas of discovery.
432
00:17:11,731 --> 00:17:14,465
But we need to change the
incentives so that researchers
433
00:17:14,467 --> 00:17:16,067
are rewarded for producing results
434
00:17:16,069 --> 00:17:19,070
that are interesting and reproducible.
435
00:17:19,072 --> 00:17:20,204
Thanks, Professor Nosek.
436
00:17:20,206 --> 00:17:21,205
No problem.
437
00:17:21,207 --> 00:17:22,407
Now if you'll excuse me,
438
00:17:22,409 --> 00:17:24,542
I'm gonna go use the emergency shower.
439
00:17:24,544 --> 00:17:26,544
I save a ton on my water bill.
440
00:17:26,546 --> 00:17:28,679
Oh, thrifty. (CHUCKLING)
441
00:17:28,681 --> 00:17:31,582
So, even if my research
gets positive results,
442
00:17:31,584 --> 00:17:33,451
I still have to find
someone to reproduce it,
443
00:17:33,453 --> 00:17:35,153
but no one will because
they only care about
444
00:17:35,155 --> 00:17:36,788
their own careers?
445
00:17:38,825 --> 00:17:41,259
Wait, what are you doing?
446
00:17:41,261 --> 00:17:42,326
You're right, Adam.
447
00:17:42,328 --> 00:17:44,095
Science sucks, I'm done.
448
00:17:44,097 --> 00:17:45,663
I'm gonna go drink some
Red Bull in the woods
449
00:17:45,665 --> 00:17:47,465
or do whatever cool kids do.
450
00:17:47,467 --> 00:17:49,000
Oh, wait!
451
00:17:49,002 --> 00:17:51,069
I was about to tell you why
science is actually amazing!
452
00:17:51,905 --> 00:17:54,338
I thought the structure of my show!
453
00:17:57,377 --> 00:17:58,810
?
454
00:17:58,812 --> 00:18:00,978
(BIRDS CHIRPING)
455
00:18:02,021 --> 00:18:03,220
You forgot this.
456
00:18:03,222 --> 00:18:04,221
I don't need it.
457
00:18:04,223 --> 00:18:06,724
I'm quitting the competition.
458
00:18:06,726 --> 00:18:09,526
You know, I used to love
that no matter how chaotic
459
00:18:09,528 --> 00:18:11,095
and uncertain the world felt,
460
00:18:11,097 --> 00:18:13,764
I could at least count on
science to always be right.
461
00:18:13,766 --> 00:18:16,901
But you showed me, it's not.
462
00:18:18,371 --> 00:18:22,139
Winnie, do you know
why science is so awesome?
463
00:18:22,141 --> 00:18:23,774
It's the field of human inquiry
464
00:18:23,776 --> 00:18:26,977
that embraces mistakes
and learns from them.
465
00:18:26,979 --> 00:18:30,447
Scientists don't just assert
what they think is true.
466
00:18:30,449 --> 00:18:33,384
They test their hypotheses
against the empirical evidence.
467
00:18:33,386 --> 00:18:35,219
And if it turns out they're wrong,
468
00:18:35,221 --> 00:18:37,588
they admit it and try again.
469
00:18:37,590 --> 00:18:40,324
The fact that science
seeks out its own errors
470
00:18:40,326 --> 00:18:43,494
and corrects them
is its greatest strength.
471
00:18:43,496 --> 00:18:47,031
But how do we fix what's
wrong with science itself?
472
00:18:47,033 --> 00:18:49,033
With more science. With more science.
473
00:18:49,035 --> 00:18:51,335
When I learned about
the reproducibility challenges
474
00:18:51,337 --> 00:18:53,404
in science, I thought
we need to study this problem.
475
00:18:53,406 --> 00:18:55,606
So we started
The Center for Open Science
476
00:18:55,608 --> 00:18:59,243
to investigate why is it that
researchers are not producing
477
00:18:59,245 --> 00:19:01,378
reproducible science
even though they want to?
478
00:19:01,380 --> 00:19:02,913
So, we built software
479
00:19:02,915 --> 00:19:05,215
so that researchers
can share their data more easily
480
00:19:05,217 --> 00:19:07,651
and be more transparent
in their methods.
481
00:19:07,653 --> 00:19:10,821
We also work with journals
and societies and funders
482
00:19:10,823 --> 00:19:14,758
to align the incentives so that
it's in researchers interests
483
00:19:14,760 --> 00:19:16,961
to be more open
and reproducible in their work.
484
00:19:16,963 --> 00:19:19,763
And when I first emigrated
here from Pakistan,
485
00:19:19,765 --> 00:19:22,666
I had no idea how much research
in the U.S.
486
00:19:22,668 --> 00:19:25,369
rested on flawed mouse testing.
487
00:19:25,371 --> 00:19:28,272
To combat this problem, I started
to collect human tissue,
488
00:19:28,274 --> 00:19:30,407
and this is how I found
489
00:19:30,409 --> 00:19:32,943
a novel treatment for pre-leukemia.
490
00:19:32,945 --> 00:19:35,946
- Whoa.
- So, if something in science is broken
491
00:19:35,948 --> 00:19:38,015
like mouse models or faulty studies,
492
00:19:38,017 --> 00:19:39,516
it doesn't mean we failed.
493
00:19:39,518 --> 00:19:43,620
It means we need people like you
to find the solution by using...
494
00:19:43,622 --> 00:19:44,688
Science!
495
00:19:44,690 --> 00:19:45,990
(ALL) Yes!
496
00:19:45,992 --> 00:19:46,991
You're right!
497
00:19:46,993 --> 00:19:49,760
I have to use science to fix science.
498
00:19:49,762 --> 00:19:50,928
Eureka!
499
00:19:50,930 --> 00:19:52,463
Thank you, guys.
500
00:19:54,900 --> 00:19:57,868
(FAINT CHATTER)
501
00:19:59,405 --> 00:20:01,805
And finally... Winnie.
502
00:20:01,807 --> 00:20:04,174
And your project is...
503
00:20:04,176 --> 00:20:05,776
Wait, where is your project?
504
00:20:05,778 --> 00:20:08,412
Dr. Sherman, I didn't do a project.
505
00:20:10,216 --> 00:20:11,849
I did 19.
506
00:20:11,851 --> 00:20:13,017
Because for my experiment,
507
00:20:13,019 --> 00:20:15,019
I replicated everyone else's research,
508
00:20:15,021 --> 00:20:18,155
and I found that all
of their conclusions were...
509
00:20:18,157 --> 00:20:19,656
irreproducible.
510
00:20:21,660 --> 00:20:26,563
Wow, well, that doesn't quite
follow the project guidelines.
511
00:20:26,565 --> 00:20:29,333
But, nice work, Winnie.
512
00:20:29,335 --> 00:20:30,801
Sorry, everyone else.
513
00:20:30,803 --> 00:20:33,904
(MUFFLED GRUMBLING)
514
00:20:33,906 --> 00:20:35,906
You suck.
515
00:20:35,908 --> 00:20:38,442
Well, I didn't do it for the glory.
516
00:20:38,444 --> 00:20:40,811
I did it for science.
517
00:20:40,813 --> 00:20:42,913
Come on, Adam, I'll show you
my new research proposal.
518
00:20:42,915 --> 00:20:44,915
I got some sweet new binder tabs.
519
00:20:44,917 --> 00:20:46,683
Ooh, I love office supplies.
520
00:20:46,685 --> 00:20:47,751
(CHUCKLING)
521
00:20:53,259 --> 00:20:54,258
(BOY GASPS)
522
00:20:54,260 --> 00:20:55,959
The card moved.
523
00:20:55,961 --> 00:20:57,961
Did anyone else see that?
524
00:20:57,963 --> 00:20:59,530
Holy... (SCHOOL BELL RINGS)
525
00:21:01,767 --> 00:21:04,401
?
526
00:21:04,403 --> 00:21:05,969
Hello, we're here
on set with Brian Nosek
527
00:21:05,971 --> 00:21:07,638
because I have way more
questions for him
528
00:21:07,640 --> 00:21:09,907
about the reproducibility
crisis in science.
529
00:21:09,909 --> 00:21:11,341
Thanks for having me.
530
00:21:11,343 --> 00:21:12,810
Is the crisis real and is it something
531
00:21:12,812 --> 00:21:14,244
that we should all be worried about?
532
00:21:14,246 --> 00:21:16,713
Well, it's at least
a crisis of confidence.
533
00:21:16,715 --> 00:21:20,150
And it's, uh, something that
emerged when researchers
534
00:21:20,152 --> 00:21:23,320
across a variety
of disciplines realized
535
00:21:23,322 --> 00:21:26,323
that the published literature,
what we thing we're doing
536
00:21:26,325 --> 00:21:29,893
and producing and finding isn't
as reliable as we think it is.
537
00:21:29,895 --> 00:21:31,295
And so, can you walk us
through a little bit
538
00:21:31,297 --> 00:21:34,264
of how the fields
realized this was happening.
539
00:21:34,266 --> 00:21:36,333
Well, the oddity is is that
we've known the challenges
540
00:21:36,335 --> 00:21:38,435
for reproducibility for 60 years.
541
00:21:38,437 --> 00:21:40,838
And it hasn't gotten a groundswell.
542
00:21:40,840 --> 00:21:42,940
But that has shifted
over the last ten years
543
00:21:42,942 --> 00:21:46,176
because perhaps the internet
helped make it easier
544
00:21:46,178 --> 00:21:48,979
to evaluate lots of different
papers at the same time.
545
00:21:48,981 --> 00:21:52,149
Perhaps because of a couple
of very dramatic findings
546
00:21:52,151 --> 00:21:53,717
that there has been a convergence.
547
00:21:53,719 --> 00:21:55,452
And so it has become a thing.
548
00:21:55,454 --> 00:21:57,121
Now that we know about it,
we can do something about it.
549
00:21:57,123 --> 00:21:58,255
That's exactly right.
550
00:21:58,257 --> 00:21:59,823
Science is at its best
551
00:21:59,825 --> 00:22:01,792
when it is constantly self critiquing
552
00:22:01,794 --> 00:22:03,594
of looking at where it's limited,
553
00:22:03,596 --> 00:22:05,762
where it's not finding things
that are reliable
554
00:22:05,764 --> 00:22:07,197
and looking for ways to do it better.
555
00:22:07,199 --> 00:22:11,068
Every scientific claim is wrong
in some fundamental way.
556
00:22:11,070 --> 00:22:13,537
And the process of discovery
in science is figuring out
557
00:22:13,539 --> 00:22:16,240
where our current models
of the world are wrong
558
00:22:16,242 --> 00:22:17,774
and how we can make them less wrong.
559
00:22:17,776 --> 00:22:20,043
I'm so fascinated by that.
Can you elaborate on
560
00:22:20,045 --> 00:22:22,146
every scientific theory about the world
561
00:22:22,148 --> 00:22:24,448
is wrong in some way. In some way.
562
00:22:24,450 --> 00:22:26,183
If we had a perfect model of the world,
563
00:22:26,185 --> 00:22:28,152
it would be as complex as the world.
564
00:22:28,154 --> 00:22:30,487
How it is we describe
how the world works,
565
00:22:30,489 --> 00:22:32,589
how people interact,
how atoms interact,
566
00:22:32,591 --> 00:22:35,159
whatever it is, is a simplification.
567
00:22:35,161 --> 00:22:37,127
- It is a way to try to describe...
- Right.
568
00:22:37,129 --> 00:22:40,430
...lots of different things that
are happening in simple terms
569
00:22:40,432 --> 00:22:43,066
that make predictions about
next things that will happen.
570
00:22:43,068 --> 00:22:43,652
Right.
571
00:22:43,659 --> 00:22:45,402
But our predictions
are always imperfect.
572
00:22:45,404 --> 00:22:48,372
They can't quite get exactly
the phenomena as we study them.
573
00:22:48,374 --> 00:22:49,573
So, they're wrong. Right.
574
00:22:49,575 --> 00:22:51,909
But wrong doesn't mean,
oh, that's useless.
575
00:22:51,911 --> 00:22:53,310
It's not information that we need.
576
00:22:53,312 --> 00:22:54,845
It's not information that we can use.
577
00:22:54,847 --> 00:22:56,413
Newton's Laws of Mechanics
578
00:22:56,415 --> 00:22:59,149
are the most successful theory
ever, right?
579
00:22:59,151 --> 00:23:01,084
We use them to build bridges
and skyscrapers...
580
00:23:01,086 --> 00:23:02,753
I learned about them
in high school, yeah.
581
00:23:02,755 --> 00:23:04,221
And they're wrong, right?
582
00:23:04,223 --> 00:23:05,989
Einstein showed how they are wrong
583
00:23:05,991 --> 00:23:07,958
when things are moving very fast.
584
00:23:07,960 --> 00:23:10,194
So, it isn't that something
being wrong means,
585
00:23:10,196 --> 00:23:12,262
oh, can ignore science.
586
00:23:12,264 --> 00:23:14,498
It means there's always
something more to learn.
587
00:23:14,500 --> 00:23:17,968
So, that leads me really nicely
to my next question which is...
588
00:23:17,970 --> 00:23:19,870
Is this a reason that people
589
00:23:19,872 --> 00:23:22,773
should stop believing
or trusting science?
590
00:23:22,775 --> 00:23:23,941
You know, should the audience go home
591
00:23:23,943 --> 00:23:25,209
and every time they
read about a new study say,
592
00:23:25,211 --> 00:23:27,411
oh, that's probably
never gonna be reproduced
593
00:23:27,413 --> 00:23:29,680
and so I'm not even gonna
think about it again?
594
00:23:29,682 --> 00:23:33,617
One of the big challenges
of scientific knowledge
595
00:23:33,619 --> 00:23:35,719
is that is accumulates very slowly.
596
00:23:35,721 --> 00:23:38,088
So, no one study is definitive.
597
00:23:38,090 --> 00:23:39,356
Drinking coffee is bad for you.
598
00:23:39,358 --> 00:23:40,891
No, drinking coffee is good for you.
599
00:23:40,893 --> 00:23:41,925
No, drinking coffee's bad for you.
600
00:23:41,927 --> 00:23:44,261
Well, make up your mind, scientists.
601
00:23:44,263 --> 00:23:47,698
It's those claims that are
initially very exciting.
602
00:23:47,700 --> 00:23:50,133
But then survive confrontation
over time
603
00:23:50,135 --> 00:23:53,337
are the ones that survive
and we have confidence in.
604
00:23:53,339 --> 00:23:56,740
So, as a reader of the newspaper
of reporting scientific results,
605
00:23:56,742 --> 00:23:59,876
one thing to look for is,
is this the first finding?
606
00:23:59,878 --> 00:24:01,378
Is this something brand-new?
607
00:24:01,380 --> 00:24:03,513
Uh, or is it the accumulation
608
00:24:03,515 --> 00:24:05,282
of a lot of different
pieces of evidence?
609
00:24:05,284 --> 00:24:09,152
That's a very easy signal for
whether that's a credible claim
610
00:24:09,154 --> 00:24:11,488
or a reliable claim
that we know a lot about it
611
00:24:11,490 --> 00:24:13,490
versus something new
and possibly exciting.
612
00:24:13,497 --> 00:24:14,157
Yeah.
613
00:24:14,159 --> 00:24:16,159
The reason to trust science
614
00:24:16,161 --> 00:24:18,262
is because it doesn't trust itself.
615
00:24:18,264 --> 00:24:19,730
Ahh. Right?
616
00:24:19,732 --> 00:24:23,367
It's that science is always
questioning its own findings
617
00:24:23,369 --> 00:24:24,468
which makes it the most reliable
way to discover things.
618
00:24:26,905 --> 00:24:28,305
Thank you so much for being here.
619
00:24:28,307 --> 00:24:29,639
Thanks for having me, Adam.
620
00:24:29,689 --> 00:24:34,239
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