Ooooh kaaay. Lets put some methods behind some of these arguments points of discussion.
The Census short form, as we all know, represents the attempt to enumerate every person living in the United States, as of a particular date. It is conducted once every ten years. We never get it quite right, and there are arguments about how not right is, but we don’t really care about that now.
The long form, which is now being replaced with the American Community Survey, is sent to a sample of households, designed to be representative of the population.
The sample size is determined by the need to be representative of the US population, across various dimensions of the population. I didn’t spend the time to look up exactly what they were selecting for. If you want to, feel free (it’s 423 pages, have a blast): http://www.census.gov/acs/www/Downloads/tp67.pdf
OK, statistical terms.
Weighting - some population groups are oversampled in order to avoid one kind of measurement error. For example, probably more Native Alaskan households are included in the sample than would be if the survey was just randomly mailed out. Then, when the study is analyzed, the weights are applied so that the study becomes once again representative of the population. (Weighting is hard, let me know if you want more info.)
Now we get to Bias. Bias is Bad. Selecting a study population without paying attention to it’s representativeness (if that’s a word) would be bad - because then you would be spending a lot of money to do a study that told you a bunch of stuff about those people only - and nothing about the rest of the people. THAT would be a waste of money. That’s called Selection Bias.
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One kind of measurement error **(or Measurement Bias) would be if you just let people answer your questions if they felt like it, and made no attempt to follow up. (That’s one example, and I think it’s the major one in play, here.
On a regular study, say in a University, if we randomly (or quasi-randomly) pick your name for a study, we will hound you. We will call at all times of day and night until we reach you. When we do, we make the heart-wringing pleas for cooperation (cure cancer, end heart disease …) We do pretty good. Oh - and we do know your name.
Only the Government has the power to compel, and only for the Census. I can see where it pisses people off. But if you don’t like it for it’s intrusiveness, then maybe do it for the statisticians! We have a hard life!
There are a lot of other kinds of Bias. The same kinds of Bias apply in different ways. Knowing them is why they pay us the big bucks. :rolleyes:
Oh - and someone said something about the CDC and being your Nanny and why don’t I go back to curing cancer and heart disease? I’m too tired to go back and look it up.
Get a freaking clue. What to you think we’re doing? Do you think you know that eating high fat diets leads to heart disease and cancer because we sat around and talked about it? We know about it because of large government-funded studies, and you know about it because we fund programs to let you know. If you want to go out smoking cigars and eating bacon-cheeseburgers, fine. But don’t get all whiny in the hospital when they won’t do the quadruple bypass you need because your lungs are in such bad shape that you won’t survive the anesthesia.