Taking a sample of people who go to college (including those who don't graduate) and comparing that sample to the general population is biased.
Why? Because the people who go to college tend to be motivated, have better connections and are well educated.
It's not a fair comparison. It's a sample bias combined with a correlation error.
The question shouldn't be "Are the people who go to college making more money than the people who don't?" The question should be "Are highly motivated and educated people better off if they go to college instead of doing something else?"
And the answer to that is often "No, they aren't."
There are only a few categories of people who should go to college:
1) If it's free and you want to do it.
2) If your preferred field requires it (Doctor, Lawyer)
3) If it's cheap enough and you don't know what you want to do with your life, so you take a class or two to get an idea of what is out there.
Other than those instances. I can't see why we cram college down almost every 18 year old out there.
It just drives me crazy how many economists make this even simple mistake.