Buying a plug-in hybrid vehicle, or PHEV, can be a great way to ensure fuel efficiency. These are hybrid vehicles that drive just like a regular hybrid but have a chargeable battery that allows you to first drive a short distance on all-electric power. Frequently charging the battery at home can significantly reduce your gasoline use.