Sorry economists, you don't do science, no matter how much envy you have. Nor you, mathematicians, and social psychologists surveying undergraduates are disqualified too.
In order to be a science you have to be scientifically rigorous - that doesn't mean just using some statistics. Obviously, even getting funding from the National Science Foundation doesn't qualify as science,
though it should.