The first sentence is acceptable, but not the second. In the second sentence, higher looks like an adjective modifying stage , not part of a larger comparison. The bigger the check, the more they take in taxes.
New words, one handy idiom, and a 2-minute quiz — delivered to your inbox to keep your streak alive.