I understand that feeding power to it will make the motor rotate normally, but, in my application, I would also like to reverse the motor direction.....
Use H-Bridge to drive your motor. Using it you can rotate your motor in either direction.
Check out these pages for schematic:
**broken link removed** **broken link removed** **broken link removed**