Follow the Vice President’s advice and get a double-barrel shotgun.
Load it with 00 shot.
Do not shoot it into the air.
Correct.
Shoot it THROUGH the air between self and the zombie.
Use a pump action instead. Modern DB’shotguns only hold two rounds and shoot them one at a time, and then you have to break open the breach to reload.
Other than that....