An interesting point I thought I'd bring up. At the university of Chicago, incoming students can take a placement test that decides how they will be placed in math, physics, and chemistry. The placement test is just a math test. They found such an incredibly high correlation between math scores and the scores on chemistry and physics placement tests that they only administer the one now.