For those that get the extended survey, some do. Most have no problem divulging info though (I worked for the census bureau in 2000).
Joe, the census gives us an accurate idea of how many people are out there, so we know what percentage of your paycheck we need to take for upcoming healthcare costs. I am going to quit my job so you can support me.