Medicine: A Lesson In Efficient Markets
The market for medicine is incredibly interesting. Almost every day we learn something new about a treatment that we thought would work but does not, or about a treatment that we didn’t think would work but does. Beyond the particular fascination, I think that the medicine market can also teach us important lessons about rationality, economics, and by analogy, also about the stock market.
Let’s look at some general facts about the medicine market: We spend about 19% of GDP on health; many people are involved, many of whom are experts; and there are many natural opportunities for learning (journals, patients, and repeated treatment opportunities). Together these large financial motivations and the many opportunities to learn suggest that we would have achieved an optimal outcome in the medicine market.
But, any serious examination of this market’s reality makes it crystal clear just how much we don’t know. This lack of knowledge is evident for old and established treatments, not only for new ones. For example, after about 30 years of giving young kids cough syrup for cold symptoms, we recently realized that this is a bad idea and the FDA announced that we should stop. Or, as another example, after giving people in Africa iron supplements we learned that being anemic is actually helpful in terms of fighting different diseases. These are of course only two of many examples.
How can it be that with all this energy, time, and money the medicine market remains so primitive in terms of its ability to learn about the optimal outcome? I suspect that one answer is that learning is much harder than we imagine, leading us to misguided intuitions about what works and what does not.
What about economics? Why do we believe that the stock market is rational but at the same time recognize that the medicine market is full of mistakes? I think it is not because one is more rational than the other, but because we have a lot of data about outcomes of different trials and experiments in the medicine market, but almost no experimental data about the stock market. The FDA, and medical testing in general, makes it impossible for us to believe that the medicine market is rational. At the same time, lack of evidence about the stock market makes it easy for us to believe that this market is rational.
So, can it be that the stock market is as flawed as the medicine market? I think it is very likely, and maybe if we studied it in more systematic and experimental ways we might find evidence that supports this point of view.
This is a good point, financial markets have gotten it wrong in the past on numerous occasions. I posted about a few examples in my blog just now: valueline futures arbitrage, convexity adjustment in swap futures vs. forwards, implied correlation in european stock indices, etc.
http://shittingalpha.wordpress.com/2008/05/18/failure-of-markets/
I don’t think I’ve ever many people claim that markets are perfectly rational…
I’ve got to say I’m with Mercutio on this one.
Also, if one were to concede that the market is more rational than medicine, is the risk we can take with money really comparable to the risk we can take with human life? Aren’t there more variables when one of the constants is ALIVE?
It seems to me that this is truly a comparison of apples and oranges.
It’s just as much about rationality and the consequences of groupthink and herding as it is about bad (read: incorrect) assumptions
If you think that the reason we don’t notice how irrational the market is is a lack of research, check out The Warren Buffet Portfolio by Robert Hagstrom. Plenty of research. The author explains some of this in terms of the slow process of paradigm shifts (per Kuhn’s “The Structure of Scientific Revolutions”). Our deep investment in the status quo makes it an intellectual & emotional risk to accept the rational facts of contrary evidence. Is it really different with health? Could any other product with the medical certainties of death & disease be sanctioned by our government and bought with such vigor as cigarettes are today? People are not rational. But they are complex. For better or worse.
Warren Buffet has become the richest person in the world because he was able to recognize *when* the market was irrational.
The irrationality about health care pervades all participants : patients ignoring exercise, indulging in smoking, drugs, alchohol,avoidable stress,non compliance, ignoring ill effects of high calorie/high fat diet,obesity etc.
Physicians have their bad apples doing unnecessary tests,procedures,declining time spent with patients,defensive medicine,practicing beyond level of expertise for fear of losing patient to consultants, selling procedures highlighting benefits and hiding side effects ,poor self policing etc.
Lawyers have their bad apples inciting lawsuits with you don’t pay any money till we get money for you ads, taking on frivilous law suits, and making physicians practice defensive medicine adding billions to the health care costs, making them look at every patient as potential plaintiff thus breaking down physician/patient relationship,etc. Insurance companies are another story
Do you mean that with all this data from medical trials and studies, we actually believe that the medicine market is Rational. And that risk-taking in the stock market, especially in the absence of such supporting data makes it an irrational? market – I didn’t quite get the argument in your last two paragraphs.
And how useful is all this medical data, if the consensus in the medical market fluctuates unpredictably, instead of converging towards an optimal solution? Is there truly a lesson in this for understanding the stock-market?
PS: This is my first comment here. I thoroughly enjoy reading your posts. Very interesting work Dan.
There are a lot of religious beliefs in the field of medicine. Probably, because it involves Life and Death, people are unable to think rationally.
There isn’t even any solid evidence that eating cholesterol is bad for you, but there’s a multi-billion dollar anti-cholesterol industry around an unproven concept.
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