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Obamacare Exchanges Were in Big Trouble Before Trump
From Megan McArdle.
"Healthcare.gov enrollment came in well below what was anticipated
last month. After running very slightly ahead of last year’s numbers in
December, January brought the news
that about 400,000 fewer people had enrolled on the federal exchanges
than did so in 2016. Those are scary numbers, not so much for the
absolute size of the decline -- it’s roughly 4 percent -- but because
any backwards movement is very bad news for the exchanges.
As many
readers will recall, 2016 brought hefty premium hikes to make up for
years of losses on the exchanges. Going into this year’s open enrollment
period, there seemed to be a significant risk that we’d see what
economists call “adverse selection”: People who were getting good value
out of their insurance (because they used a lot of services) would keep
paying the premiums, even if they grumbled a bit, but people who didn’t
use a lot of health care would decide that at those prices, they might
as well go uninsured. When those people exited the market, the average
cost to cover each person remaining in the pool would be higher … and
insurers still wouldn’t make money, forcing them to raise premiums again
next year. This process is known as the “adverse selection death
spiral.”
December’s numbers seemed to indicate that people were
still willing to buy insurance at the new, higher prices. January’s
numbers suggest that maybe they aren’t. Most worryingly, young people,
who don’t worry that much about the health insurance they rarely use,
tend to sign up fairly late in the game, so a rise in December and a
decline in January means that the pool could end up substantially older
and sicker than last year’s.
Okay, but why are liberals blaming
all of this on President Donald Trump? The man was only president for a
few days worth of open enrollment. Could he really have somehow caused
400,000 people to forgo health insurance?
That’s exactly what people like Charles Gaba
are suggesting. The culprit: outreach advertising designed to encourage
people to sign up, which Donald Trump cut. Gaba points out that many
states who run their own exchanges didn’t see the same kinds of declines
that the federal exchanges did. That seems almost like a natural
experiment, which makes it persuasive.
Except: We’re talking about $5 million worth of advertising over a brief period, and it’s not clear how much of it actually failed to run.
If HHS advertising is that effective, then they need to open a branch
office on Madison Avenue. In other words, the eyeballing of the data
looks okay, but the mechanism is frankly unbelievable. Moreover, if
advertising, or some other federal exchange policy, explains it, then
how come Connecticut, California and Maryland also saw declines?
You
can argue that the problem was not the advertising, but the fact that
the Trump administration was obviously against Obamacare. And I suppose
that’s possible -- except that Trump won in November, so how come people
only reacted in late January? It’s not as if it was exactly a secret
that Republicans wanted to repeal the thing. Nor do I find it plausible
that potential customers were following the play-by-play of fiddling
changes to health care policy during the last 10 days of the month -- in
part because the news was completely dominated by other things, but
mostly because I’ve never seen evidence that these consumers were
following this sort of deep-in-the-weeds wonkplay at any time in the
history of the program.
Besides, there’s another mechanism that’s
just as plausible: Young and healthy people tend to sign up late, and
young and healthy people are the ones who are most likely to have balked
at higher premiums. Say Hillary Clinton had won, and her administration
ran the ads just as planned. However, suppose as well that (unbeknownst
to her), Obamacare was poised for a decline. What pattern would we
expect to see? Pretty much the one we did: December would still look
about like last year, but January would come in lower, because the
people most likely to fail to buy insurance are the young, healthy folks
who buy late. We’d see some states where enrollment increased, and some
where it fell, because small populations do not mirror larger ones
exactly. But the overall impact would be a late-January decline.
We’ll
never really know the answer. I spent a morning slicing and dicing the
data looking for some relationship to premiums -- size of premium
increase, ratio to local incomes, absolute size of premium. You can kind
of tease a relationship out, if you look hard enough, but you have to
squint pretty hard. The same is true of the state/federal distinction,
however: Gaba ends up separating out various states for various reasons,
which can be reasonable, but can also be a good way to fool yourself
into thinking that you’ve identified an effect that isn’t there.
After
long squinting, the best I’m willing to say is that smaller states
tended to show larger effects one way or another: Hawaii’s enrollment
increased 30 percent, Mississippi’s declined 20 percent.
Unfortunately,
that’s the kind of “information” that anyone could have predicted using
nothing more than a basic familiarity with statistics.
It’s another instance of the Obamacare Rorschach blot, offering policy
experts as much insight into their own psychology as to what’s on the
page.
What we can say, however, is that any of these theories of
the decline suggests that Obamacare was already incredibly fragile. The
program was either:
a) primed to decline anyway,
b) primed to decline as soon as a Republican took the White House and voters began worrying about the future of the program, or
c)
so vulnerable that a small amount of advertising could make the
difference between enrollment growth and a significant decline.
All
three of these theories suggest that this program badly needs to be
replaced with something that doesn’t begin to topple as soon as anyone
looks at it funny."
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