Showing posts with label non-adherence. Show all posts
Showing posts with label non-adherence. Show all posts
Sunday, May 18, 2014
Talking Sh*t About Safety... Done Right
My apologies- this blog is overdue for a resurrection. My best explanation for this seven-month-and-counting break is that I'm not very good at preparing a dissertation proposal and maintaining a blog at the same time. It's lame but true. I promise we'll mount a comeback soon and in the meantime, let me share this with you: absurd, observation comedy about injury prevention, preventive medicine, and medical research. It's everything I love, it's everything I know you'll love, and more.
Tuesday, September 25, 2012
Free Drugs 2: Escape from Copay Cove
Previously on Public
Health Stories…
I ate pastries of questionable origins. Harvard researcher Dr. Dr. Niteesh
Choudhry gave away heart medications for free. The trial lasted about 2.5 years. During that time, he threatened to fire me 31
times.
So what happens when people get their medications for free?
| (Drinking appears to be OK. Isle of Skye, Scotland) |
They take it! Patients in the free drugs group adhered
statistically significantly better by 4 to 6 percentage points.
But not enough of it… In the usual payment group, rates of
adherence ranged from 35.9-49.0%, depending on the type of heart
medication. In the free group, adherence
ranged from 41.5-55.2%, a big improvement, yes, but it also means that despite
being offered free drugs, about half of the patients did not take advantage of
these medicines essential to keep their hearts healthy and complication-free.
They stay just as healthy. Patients who took
the free drugs had fewer major heart complications than the usual payment
patients. But the difference was not
significant (21.5% vs. 23.3%). Patients
in both groups generally performed the same when it came to the primary outcomes of interest (readmission for the first major heart problem),
but when it came to certain secondary outcomes, patients in the free drug group had statistically
significantly lower rates of major vascular events or revascularization.
They save lots of
money. Perhaps it was obvious that
people getting drugs for free would have to spend less money on healthcare, but
thinking of the whopping 30% they saved on overall drug spending and 18% on
(non-drug) medical spending is pretty awesome when you consider that as more
insurers adopt VBID (value-based insurance design, if you forgot from last
week), you could be seeing these
savings soon.
They don’t cost your
arm and leg. Despite the fact that
the insurer had to foot the bill for free drugs, overall spending on the free
group was actually 11% less than the usual payment group. Insurers spent an extra 32% on drugs for the
free drug group, but total spending for the free drug group was $66,008,
compared to $71,778 for the usual payment group. Though this difference of $5,770 is not
statistically significant, the association is strong. Getting better health quality (higher
adherence) while saving patients money (free drugs) and not adding on the
insurer’s total costs (i.e. other people’s free drugs won’t affect your
premiums) is a rare and special win-win-draw in health policy. So much so that the insurer is sticking with
free medications for the time being.
Policy Implication: VBID
can improve health quality without increasing costs.
Full disclosure: Despite the generous things I said about
him last week, I continue to work with Niteesh and believe in his
greatness. He continues to not
coerce/pay me to promote him. I am disappointed.
PS. If you’re smarter than I write and want to know more
about the trial, I encourage you to check out the rationale
and the primary
analysis papers yourself.
Tuesday, September 18, 2012
Free Drug Zone
Would you take your meds if they were free? The idea of ‘free’ makes us a little
loopy. In Predictably Irrational, behavioral economist
Dan Ariely suggests that free things compel many of us to make less rational choices,
choosing the free gift card for $5, for example, when paying $2 for a $12 card
is the better alternative. During my
master’s program, magic pastries used to appear in the computer lab lounge on
paper plates, without any explanation but a handwritten sign that said “FREE.” I knew nothing of where they came from, how
long they had been out, and whether they were tainted. I ate them because like Everest, they were
there, and they were free.
| (This scorpion was free. So I ate it.) |
Given the special power of “free,” and what we already know
about cost as an adherence barrier, Harvard researcher Dr. Dr. Niteesh Choudhry* set out to find what happens when people receive their medications
for free. Can we entice people to take
their meds if they’re free? Will that
keep people healthier? And how much will
it all cost?
The rationale
behind Choudhry’s trial is a trendy health policy idea called “value-based
insurance design” (cool kids say ‘VBID’) that got a special
shout out in Healthcare Reform for its promises of improving healthcare
quality and saving costs. Under our
traditional insurance system, the price you pay is partly determined by how
much something costs, so the most expensive drugs are in the highest copayment
tiers, regardless of how well they work.
Under VBID, copayments are determined by value rather than cost, so more
effective therapies are cheaper than those without proven track records. This pricing structure encourages consumers
like you and me to spend our money on resources that are the most successful in
keeping us healthy.
In Choudhry’s trial, patients who have had heart attacks
were randomized to either receive heart medications their doctors prescribe at
usual cost (whatever copayments they would usually pay) or for free. Since these medications are well proven to
prevent complications and prescribed almost universally when these patients are
discharged from hospitals, this was a “high value” service that was made free
to encourage patients to take their medications.
So, how did it go?
Did patients buy into the free drugs?
Did it cost more than it was worth?
Oh look, I’ve run out of room.
You’ll have to stay tuned for Part 2 next week.
*Making the rest of us look bad with an MD and PhD.
Full disclosure:
I worked on this trial; it is the biggest study I have been a part of thus
far. Though I have a biased view of
Niteesh’s greatness, he did not coerce/pay me to promote him. He did, however, imply that I got hit by a
Mack truck to get out of doing work for his trial.
Monday, August 6, 2012
They All Look the Same to Me
![]() |
| (Did your mother buy you "Official Building 19" cereal? Mine did.) |
Remember how important it is to take your medications rather than flush them? A major reason why people
are non-adherent is because they can’t afford their medications. About 1 in 4 American adults report taking
less medications than prescribed to save money.
Since cost is a major barrier to adherence, promoting cheaper drugs is
one way to improve patient adherence.
Unlike store brand Plucky Charms, generic medications are
cheap in price but not quality. They only
cost less than the brand name alternatives because the companies don’t have the
same research & development costs branded manufacturers do. In exchange for doing the legwork, branded
manufacturers get unrivaled sales for about 10 years and set whatever price
they want, making butt loads of money.
Generic drugs come on the market after the patent expires. They are mandated by law to use the same
ingredients and formula as their branded alternatives. Plucky Charms aren’t mandated the same
way. Moreover, studies have demonstrated
that generic medications are just as effective as branded drugs, even for classes of medications in which just a small difference can change how a
drugs work— so called “narrow therapeutic index” drugs, like those for epilepsy. Plucky Charms have not stood up to such
rigorous testing. Nobody should have to
eat Plucky Charms. But you should trust
your generic drugs. (And if you're still skeptical, we’ll talk about tricking you into trusting
them in a future post).
Policy Implication:
Generic drugs are cheap, effective solutions to cost-related underuse.
Monday, July 16, 2012
Say Yes to the Drug
Growing up, I was what the literature calls a 'non-adherent' or 'non-compliant' patient. Rather than take my medications as prescribed, I often shared the wealth with the trash can and toilet. One night, with my parents away and family friends babysitting, I issued a challenge. Like that of a wary princess assessing her suitors, mine was simple: I’d take a spoonful of medicine for every new Bible story they could muster. My babysitters took the challenge with confidence. They were, after all, seminarians—one formerly trained as a writer, the other a lawyer—and I was just 6 years old. “Have you heard the one?” they asked again and again. Unfortunately for them, I knew all of Elisha’s miracles and Moses’ plagues from my parents, Sunday School and countless Super Book videos. And those that I didn’t know—Dinah’s revenge, Hosea's family, Jeremiah's laments? They realized that those were stories they weren’t ready to tell a 6-year-old. That night, I went to bed victorious and un-medicated.
Non-adherence was not a particularly serious medical issue for me as an individual. I got better and did not get anyone else sick. But multiply non-adherence across all the other children, adults, and seniors who skip much more important medications for many other reasons-- not just because they don't like swallowing strange pills, but because of cost, forgetfulness, and lack of understanding-- and non-adherence becomes a public health problem.
Roughly half of all Americans who have had heart attacks do not take their medications as prescribed even though the evidence for the lifesaving potential of those drugs have long been proven. Medication non-adherence means that the many health benefits of drugs that medical science has advanced cannot be realized. It means that some patients who could've gotten better get sicker instead and their care gets more expensive for everyone, even you and me. Put another way, medication adherence is one of those rare win-win-win medical issues where doing better benefits patients, insurers, and doctors (not to mention policy and drug makers). An oft cited and sobering figure puts the annual cost of medication non-adherence in the US at $300 billion. The number is far from perfect and likely a gross overestimate (even the author acknowledges its limitations). But it provides an easy and rough idea of just how big this issue is on both personal and population levels.
This blog is in its early days and I’m still laying down groundwork. Stick with me through this and in the coming posts, you'll see a variety of neat health policy solutions to this very big problem.
Policy Implication: Non-adherence is a costly problem, in both health and expenditures, for just about everyone involved.
Subscribe to:
Posts (Atom)
