Sickness makes you poor

by on January 3, 2007 at 7:01 am in Medicine | Permalink

“I find almost no role of financial anything in the onset of
disease,” Dr. Smith says. “That’s an almost throw-you-out-of-the-room
thing,” he confesses, but the data, he and other economists insist, is
consistent.

Income, says Dr. Preston, “is so heavily influenced by health itself.”

Here is more.  The main point of the article is that education is strongly correlated with better health outcomes, although the author too quickly assumes a causal connection.  For instance education may signal rather than cause low time preference and thus responsible behavior.  In a slightly different health context, here is Jane Galt on causation vs. correlation.  Is it worse to be overweight, or not to exercise much?

Dave H January 3, 2007 at 8:47 am

Perhaps the most interesting thing in that Campos article Jane Galt links to is the quite plausible implication that the greatest contributor to mortality among overweight people may be their propensity to diet. The tendency of the medical establishment to completely fail to distinguish cause from correlation when analyzing epidemiological studies is staggering.

Bruce G Charlton January 3, 2007 at 10:28 am

This is an academic interest of mine, and I think it is indeed likely that more years of formal education really do *cause* an improvement of health and an increase in lifespan. http://www.hedweb.com/bgcharlton/ed-expansion (Although I would freely concede that this is not yet _proven_.)

The way it works, I believe, is that the core effect of formal education is to inculcate abstract systematic modes of thinking. These are not spontaneous for humans – we are naturally animistic, and see the world mainly as a web of social relations.

On average, the more years of education, the higher the level of abstract systematic thinking in a population (all else being equal…).

Abstract systematic thinking then improves our adaptation to the modern world, which improves health and life expectancy in a variety of ways (greater deferred satisfaction, less discounting, more rational behaviour, better salaries from having market-valued skills etc.).

However, abstract systematic thinking does not at present improve reproductive success – but this could also change if/ when educated people become rationally convinced of the benefits of having more children.

Jason Voorhees January 3, 2007 at 10:44 am

Bruce notes the way that education could effect health outcomes. There’s also the fact that improved health involves costly absorbtion of information (see Posner’s post on trans-fats). Education will lower those costs, presumably, and thus lower the costs of health production.

John Thacker January 3, 2007 at 1:21 pm

the studies he discusses either categorize subjects by their weight at the start of the study (thus weight loss as a result of a fatal illness will, in the strong majority of cases, not count)

Depends on if it’s a longitudinal study and how long it runs. Some of the studies don’t run long enough, and the claim about weight loss as a result of illness not counting doesn’t hold. Certain chronic illnesses can last quite a long time.

and/or only examine pre-elderly mortality, which would tend to overemphasize causes of mortality associated with overweight (e.g. heart attack), and underemphasize chronic diseases where death is likely to be preceded by wasting.

Well, don’t forget that diabetes is a chronic disease associated with being overweight– and many theories for type 2 have it being caused by too much abdominal fat. Cancers can also strike pre-elderly as well, and tend to be wasting diseases. So do many of the debilitating diseases that are thankfully rarer now, like TB.

A handful of studies actually do it the way I’d prefer– a longitudinal study that looks at weight during, say, 30-45 or 30-50 and then compares mortality rates all throughout old age to eventual death of all subjects. Of course, doing a longitudinal study like that requires a long time, so it’s rare. However, the one or two studies like that I’ve seen suggest that, yes, being overweight when 35-45 does increase your mortality rate throughout your life.

I expect that since a proper longitudinal study takes an extreme amount of time and commitment on the part of researchers and patients, most studies will be flawed in one way or another. The meta-analysis is somewhat suspect since some studies are apples and others oranges.

Dave H January 3, 2007 at 4:57 pm

Well, don’t forget that diabetes is a chronic disease associated with being overweight– and many theories for type 2 have it being caused by too much abdominal fat.

A criticism I seem to remember of Campos’s book was that by focusing so much on mortality rates he ignores the health care costs and lowered quality of life inflicted by Type 2 diabetes. I would be curious to see the extent to which diabetes is actually correlated with BMI (or abdominal fat, or whatever) after controlling for diet, exercise, and genetics, but obviously the diabetes epidemic has gone hand in hand with increasing numbers of overweight and obese Americans and is a tremendous health concern.

a longitudinal study that looks at weight during, say, 30-45 or 30-50 and then compares mortality rates all throughout old age to eventual death of all subjects

Agreed that this is both the ideal way to design the study and logistically onerous. Another concern is that the studies Campos refers to seem to be normalizing based on achieved cardiovascular fitness, rather than, say, duration, frequency and strenuousness of exercise. Maybe the low-mortality, high-BMI types he’s talking about really are just those with athletic builds and the actual fat people really are as unhealthy as they seem.

What I’d like to see, then, are studies comparing BMI (or body fat%, or something similar) to mortality rates, normalized for diet and exercise. And I’m particularly intrigued by the suggestion that dieting is counterproductive and actually raises mortality rates. He says the study involved only considers intentional weight loss, so wasting due to disease should not be a factor. Again, I’d like to look up the paper(s) when I have the time.

Steve Sailer January 3, 2007 at 5:38 pm

Dennis Mangan points to Linda Gottfredson’s important paper, ‘Intelligence: Is it the epidemiologists’ elusive “fundamental cause” of social class inequalities in health?’

http://www.udel.edu/educ/gottfredson/reprints/2004fundamentalcause.pdf

ghost January 3, 2007 at 6:19 pm

Important as iq is, I don’t see how it is relevant to the education studies dealing with sudden changes in compulsory schooling. So yes, the key papers all try to deal with the effects of education on health independent of iq, income, race, etc. If suddenly, all kids born in California in 2005 were forced to take an extra half year of school and that succeeded in lengthening life, then it would seem reasonable to suppose that schooling is a true independent variable — at least in this very narrow context. And that is akin to what the research tried to demonstrate using early historical data, thus making causation somewhat more plausible though not necessarily conclusive.

I think many of the commentators are missing the point of the econometrics being cited.

Caravaggio January 4, 2007 at 8:27 am

‘Is it worse to be overweight, or not to exercise much?’

I think there may be a non-linearity of sorts here i.e. being excessively overweight is bad and in many cases it is clearly beneficial to exercise, but too much exercise can also be bad.

If the starting point is a person who is at a healthy weight and who is faced with choices between piling on a little more weight or going to the gym, then the choice is more difficult. One problem relating to ‘time’ is that eating is often enjoyable at the time but regretable later on, while going to the gym can be painful in its anticipation but people usually feel for having exercised both during and after the event. Personally, I force myself to go to the gym even when don’t feel like it, knowing that I will feel better for it afterwards. The other issue relating to time is that time is scare and valuable, and going to the gym and showering afterwards takes quite a bit of time, while eating can take a few minutes to an hour or more, depending on your mood.

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