Overcoming Bias

Share this post

Treatment Futures

www.overcomingbias.com

Discover more from Overcoming Bias

This is a blog on why we believe and do what we do, why we pretend otherwise, how we might do better, and what our descendants might do, if they don't all die.
Over 11,000 subscribers
Continue reading
Sign in

Treatment Futures

Robin Hanson
Nov 14, 2007
Share this post

Treatment Futures

www.overcomingbias.com
10
Share

A key problem in medicine is: what general process or institution can ordinary sick patients and concerned loved ones rely on to choose the best treatments (or none)?  They could rely on a doctor’s advice, but then how do they pick him or her, or be assured he or she has sufficient incentives to find and choose the best? 

A month ago I described one solution: health plans that "feel your pain" via payments designed to match your health value.  Today I’ll outline another solution: "treatment futures," i.e., decision markets where speculators can bet on your health, conditional on treatment decisions.   

Imagine a surgeon had recommended heart surgery for you, but you had doubts.  You could post an anonymized health record to the web, and let people bet on how many more years you will live if you did the surgery as suggested, and how many years if you did nothing for now.  Market estimates of those year numbers would tell you which option speculators thought best. 

You could use quality-adjusted years to make sure speculators considered disability and pain, and you could compare many options, such as different kinds of surgery or drugs and switching to a different surgeon.  And you could let your doctors, their associates, and your friends bet on you, as long as you made sure they kept a positive interest in your doing well.  As with college choice futures, most bettors would probably bet on bundles of patients, such as all 40 year old men with certain symptoms.   

Now while a heart surgery might have a big effect on years to live, most treatments have too small an effect to see clearly over market noise.  But you could bundle lots of small decisions into a big decision with a larger effect.  For example, you could ask about the choice of a health plan or doctor for the next year(s).  Also, if we bundled up decisions about many different patients who were comparing two particular doctors, hospitals, or plans, that could give us a good evaluation of the relative quality of those doctors, hospitals, or plans.   

The main problem I see is people being unwilling to believe the likely market advice that they should get a lot less treatment than most people now do.  I expect decision market advice will have to prove itself well in other areas before people will consider its advice about medicine, and even then I’m not sure people will listen. 

This post in response to a question by Alan Garber.  I first presented this concept at the RWJF Health Policy Scholar annual conference in 1999. 

Share this post

Treatment Futures

www.overcomingbias.com
10
Share
10 Comments
Share this discussion

Treatment Futures

www.overcomingbias.com
Robin Hanson
May 15

Carl, doctors could be allowed to trade, so it could do as well as the best doctor willing to trade.

Expand full comment
Reply
Share
Carl Lumma
May 15

This is a better idea than paying for health, but it has one serious practical (not theoretical) limitation: there's no data that would let the futures market do a better job than a doctor, or indeed, a simple google search. There's little harm in implementing the market early, though, and it may speed the arrival of diagnostic tools that could actually provide useful data.

Medicine is perhaps the only form of alchemy to survive the enlightenment (like all good alchemy, it is very good at appearances). I probably shouldn't write that without a stronger stomach for the holy war that's likely to follow, but there you go.

Where the alchemy intersects with field (as in battlefield) medicine, things have improved. If your problem can be fixed with a knife, you're in good shape. Wars are out of fashion, however, and our medicine utterly fails to meet the diseases of an industrial economy.

-Carl

Expand full comment
Reply
Share
8 more comments...
Top
New
Community

No posts

Ready for more?

© 2023 Robin Hanson
Privacy ∙ Terms ∙ Collection notice
Start WritingGet the app
Substack is the home for great writing