Vaccine fears and risk tradeoffs
2008-12-26 11:28:25
This weekend's This American Life
included interviews with some of the participants in this summer's
measles outbreak.
I learned about the outbreak from
a somewhat overblown reaction from Phil Plait.
From memories of
Plait's older material,
I expected a little lesson in
conditional probability.
Not finding
one, I did an analysis of my own. I reached the surprising-to-me
conclusion that, even with this summer's outbreak, the risk tradeoff
between measles exposure and vaccine side effects is not totally
unbalanced. My writeup at the time got
lost in comment noise,
so I'll condense it again here.
Data on infectious diseases, including
measles,
are compiled by the CDC. An
update in August
in the CDC's
Morbidity and Mortality Weekly Report,
coupled with
activity from the CDC press room,
seems to have prompted
coverage from the Associated Press
and other mainstream outlets, which trickled in turn to weblogs, which
trickled in turn to me.
One problem with blaming "antivaxxers" for the outbreak becomes
apparent on reading the paper:
only sixty-three cases,
about half the 123 reported infections in US residents,
occurred in people who were unvaccinated for
"philosophical or religious reasons."
At least a quarter of the infections occurred in people following the
CDC's recommendations for vaccination.
An effective vaccine reduces the risk of infection.
Prevention can make risks negligibly small, but no
process can completely eliminate risk.
Let's do some estimating.
Measles seems to mostly infect people under twenty, and there are
about eighty million people under twenty
in the US. Of those, at 2007 incidence rates, about
one in 150 will be diagnosed with autism-spectrum disorders,
a rate of about 25,000 new diagnoses per year.
The news in mid-2008 was that the annualized rate of measles
infections had quadrupled, to 1% of the autism rate.
(Not having heard of another outbreak since, I suspect the second half
of 2008 had a lower-than-average measles incidence; this sort of error
happens when you slice data too thinly. I have not found final
numbers yet, though.)
I'm not terribly familiar with the autism-vaccine argument; my wife
and I satisfied ourselves that we ought to vaccinate our children, and
we did. But in my little corner of physics, people try hard not to say
"there is no effect"; instead we say "we looked so many times and
didn't see anything, so if there's an effect, we have such-and-such
confidence that it's smaller than something." The reasonable-looking
literature review
linked by Plait highlights two studies in particular,
one of which
(Taylor et al., 1999)
looked at 500 autistic children and one
(Madsen et al., 2002)
at 540,000 children total, all the children born in Denmark over
eight years.
The Madsen cohort contained 740 autistic-spectrum children.
If those numbers follow
counting statistics,
where a measurement of N things has uncertainty
±√N, the observed division of 620±25
vaccinated autistic-spectrum children and 120±11 unvaccinated
autistic-spectrum children
does not differ from the division of 610 vs. 130 autistic-spectrum
children expected knowing only that 80% of the children received
vaccines and 0.14% received an autism diagnosis.
A statistically significant effect would shift the split by fifty or
sixty cases.
So a concise summary of the Madsen et al. result might be:
If MMR vaccines do increase or decrease the chance of a subsequent autistic-spectrum disorder diagnosis, the risk changes by less than eight or ten percent.Or:
At least 90% of autistic-spectrum diagnoses would have happened whether the MMR vaccine existed or not.Either of these statements supports the hypothesis that vaccinations have no relation to autism, but not the somewhat stronger hypothesis that people who think differently live in an ignorant fairyland. Let's give the antivaxxers the benefit of the doubt: suppose vaccines are linked to two or three percent of autism cases, a total of about 650 a year (in the US, at the 2007 rate). In that case, the roughly 8% of children who are unvaccinated would reduce the number of autism diagnoses by about fifty a year. During the period 2002-2007 there were forty or sixty measles infections each year. So a parent deciding whether to vaccinate his child on this information is choosing between roughly equal odds of rare events with very different costs:
- A measles infection is dangerous, but also brief. Most infections last about a week; perhaps 80% have no side effects beyond the rash and fever. About 5% of infections lead to pneumonia, and somewhere under 1% lead to encephalitis or death.
- A "triggered" autism diagnosis wouldn't present the same sort of straightforward danger. But autism is difficult. A very large fraction of autistic-spectrum children will require heroic care from their parents for their entire lives.
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