Showing posts with label anticipated regret. Show all posts
Showing posts with label anticipated regret. Show all posts

Wednesday, March 12, 2014

What doctors and anti-vaxxers have in common: Part 2



When I openly pose the post-vaccine fever scenario, most people consider it more likely than not that the vaccine caused the fever. That is, most people think the chance that the vaccine caused the fever is > 50%. Almost every medical student in a group of 20 that I was teaching a few weeks ago thought that. After all, fever is a well-recognized side effect of vaccine injections and your child was perfectly fine until a few days after the injection. Who wouldn’t reasonably conclude that the vaccine likely caused the fever?

Notice that by focusing responses on 1-49%, I set the question up to give you a better chance at being correct than they were but still, nobody got the question right. Don't worry. You are in good company. For now, just remember the feeling you had when you made your choice.

Back in the 80’s, investigators were concerned that combining mumps, measles, and rubella vaccines into one (MMR) might increase the risk of side effects, so some doctors in Finland did an ingenious study to determine what was not just temporally associated with vaccine injection, but caused by vaccine injection.

They studied 581 pairs of twins and randomly gave the MMR injection to one of the twins and a placebo injection to the other. Then, so as to not deprive the children that got a placebo injection of the vaccine's proven benefits, three weeks later, they gave each twin the opposite of what they had earlier received. Parents, who were blinded (they didn’t know when the kids were getting the placebo or the MMR injection), were instructed to vigilantly check for fever and a variety of other potential side effects after each injection.

In the first 6 days after placebo injection, 17% of children had a fever. That’s the background frequency of fever in vaccine-age children, and it's pretty high, huh? On the other hand, in the first 6 days after MMR injection, 17.2% of children got a fever. The difference - 0.2% - is what can be causally attributed to the active ingredients in the vaccine.

Conclusion: >99% of fevers that occur in the first week after MMR injection have nothing to do with the vaccine at all

However, we are very likely to erroneously attribute the fever to the vaccine. We do this because we have a powerful intuition that leads us to identify a causal relationship when 2 events that could possibly be causally related follow each other in time. We are mistaking what is merely possible for what is probable. Unfortunately, children develop mysterious illnesses like MS, autism, epilepsy, hepatitis, arthritis, etc. with regular frequency. Sometimes, those illnesses will appear fairly soon after getting a vaccination, and that’s when that intuition of ours can do some serious damage. That same intuition does damage when mysterious conditions like these disappear -as they often spontaneously do- after interventions that have no effect on the disease like prayer, acupuncture, chiropractic neck manipulations, homeopathic remedies, etc. Only randomized controlled trials can sort this stuff out.

Imagine once again your son who got a fever early after the MMR injection, only now, he is a healthy 18-year-old man who was spared the ravages of mumps, measles, and rubella. At any point in his upbringing, would you have ever had cause to stop and be thankful for the vaccine? How could you? You’d have had no way of knowing whether your child would have contracted one of these illness had he not been vaccinated!

See what’s happening here? The way that we experience life offers us no way to identify the situation where a vaccine prevents a horrible illness or death. On the other hand, we have a tendency to erroneously attribute adverse events to vaccines when they follow each other in time. Remember how you felt about your child's fever after MMR vaccine? Parents considering whether to vaccinate their children can anticipate the regret that they will experience if their child does develop an illness like autism afterwards, but they cannot anticipate the relief that they cannot experience when their child is spared a vaccine-preventable illness. Anti-vaxxers are much more likely to anticipate the former type of regret than the latter because they tend to overestimate the risks of vaccines and underestimate their benefits. Our intuitions erroneously set vaccines up to be unattractive. 

And so it is with physicians and oral anticoagulants (OAC’s). Bleeding events are fairly common. Whenever somebody experiences a bleeding event on an OAC, they and the doctors tasked with treating the bleeding blame the OAC. The reality is that most bleeding events that happen while on an OAC would have happened otherwise: just as only 0.2% of fevers early after the MMR injection were caused by it, only 0.2-0.3% of bleeds /yr are caused by the OAC. But physicians can anticipate the regret that they will experience when they prescribe an OAC to a person with atrial fibrillation (AF) who then develops a bleeding event. The finger of blame will point to the OAC and the physician who prescribed it. Unfortunately, nobody ever returns to the prescribing physician to pat them on the back and thank them for the stroke that they and the OAC prevented because, just like the case of mumps that your son avoided, there is no way to recognize a stroke that would otherwise have happened. Doctors' intuitions erroneously set OACs up to be unattractive.


Our ancestors evolved on an African Savannah with no pressures to select for intuitions that address the types of complicated primary prevention questions posed by vaccination and OAC use in AF. It seems that we did evolve intuitions that lead us to readily identify patterns and infer causal relations where there often isn't one. On the whole, this rudimentary heuristic has done well to protect us from certain kinds of dangers, but, as Sam Harris has written, “we have flown the perch built for us by evolution”. If we are to make advances with complex questions, we simply have to recognize when our intuitions lead us astray, and they regularly do, whether we are specialized physicians or lay people. None of us are spared the consequences of irrationality. It is a struggle we all must recognize and participate in.

If you are faced with complex decisions like vaccinating or taking an OAC, I hope that you are most heavily weighing the evidence from RCTs. If you aren't, then I hope that you are seeking the involvement of people who are. Otherwise, you're just being irrational.

Saturday, March 8, 2014

What doctors and anti-vaxxers have in common: Part 1



A few years ago, a Canadian neurologist reviewed the case of every patient admitted to 12 Ontario hospitals  with a stroke between 2003 and 2007. He only studied patients with a heart rhythm disorder called atrial fibrillation (AF) because AF is known to cause blood clots inside the heart that can get pumped out and block a brain artery causing strokes. There is an abundance of clear evidence: people who suffer from AF can dramatically reduce their risk of stroke by taking oral anticoagulants (OACs) that prevent intracardiac clots from forming. These medications are to be avoided in people with bleeding problems, but otherwise, the majority of people with AF ought to take one.

Gladstone discovered something shocking: after excluding patients with bleeding risks, only 40% of people with AF who suffered a stroke were on an OAC when all of them ought to have been, and three quarters of them were under-treated. The data was even more staggering for patients with AF who were admitted with their second stroke – a situation where it ought to be blatantly obvious that an OAC is needed: only 57% of people were being treated and two thirds of them were undertreated. Overall, only about 15% of patients with AF were appropriately treated with an OAC. The conclusion was sobering: if these patients had been appropriately treated, the majority of these strokes could have been prevented.

Of course, part of the responsibility for not being on OACs rests with patients who decide not to take one, but this is one study among many that indicate that physicians around the world routinely under-prescribe OACs to people with AF. Is it because AF is rare and doctors just don’t know about the opportunity to prevent strokes by prescribing OACs? Consider that AF is the most common arrhythmia in adults and that you and everybody you know and love has a 1 in 4 chance of developing it at some point in life. Plus, it’s responsible for 20% of all strokes. Is it because the risks and benefits are unclear? Absolutely not: as I mentioned earlier, over 10 randomized trials done around the world by different investigators involving thousands of patients have all shown the same consistent results: at the cost of a small (0.3%/yr)increase in the risk of bleeding, OACs reduce the risk of stroke by around 65%.

So why are doctors not doing the obvious and prescribing these drugs?

What's the anti-OAC body count at today?

In my next blog entry, I’ll explain the situation, but first, I want you to consider the following common scenario: 

You have a young child who has been perfectly well until he receives a combined vaccine injection for mumps, measles, and rubella (MMR). Around 3-6 days after the shot, your son develops some irritability and he feels hot; his temperature is 38.9 degrees C. You give him some acetaminophen and in an hour, he defervesces and perks up. How likely do you think it is that the vaccine injection caused his fever?

(A) > 50%
(B) 31-50%
(C) 21-30%
(D) 11-20%
(E) 1-10%
(F) < 1%?

Don't Google it. Close your eyes and visualize the situation and try to be as honest as you can. You and your spouse are probably going to bring this very question up when the fever develops. What are you going to say? Tell us by anonymously voting in the poll on the right. (Poll now down.)

(Go to Part 2, and the answer)