Has “Not everyone can be a programmer” been studied?

Question

An old adage that many programmers stick to is "It takes a certain type of mind to learn programming, and not everyone can do it."

Now I'm sure that we all have our own trove of anecdotal evidence, but has this been studied scientifically?