Remember the atmosphere rotates with the earth? Therefore the answer is no.
Karma shields down
Edit:
Actually the CORRECT answer is yes, since the rotation of the earth causes rotating weather systems which in turn affect the winds which then affect the flight time, but that is, I guess, not what you asked.
Just had to get that in before XXXXXXX posted a correction
May have to go without Karma after all