I've read first hand accounts from pilots who said that the adage "throttle for attitude, stick for speed" does not apply so neatly to the F-14, and they had to use stick back/forward along with the throttle during approach anyway. So I certainly use both.
Also since you mention the turn, remember to increase throttle during the turn so that you don't lose too much airspeed.