Someone told me to use gold (gas) hmmmm?

I have a 2001 escort,100,000 miles and the las few days the engine knocks sometimes when I acelerate,Now the owners manual says reg gas,How would high octane help the knock,And if I do put the high octane in do I wait till my tank is empty so the gas wont mix,now I have about 1/4 of a tank...