We can assume x% of applicants are actually qualified, instead of "Good enough and we need bodies". If we increase pay, we increase total applicants - which, as

We can assume x% of applicants are actually qualified, instead of "Good enough and we need bodies". If we increase pay, we increase total applicants - which, assuming x stays constant, means we end up with more actually qualified cops.