Having bad oxygen sensors and air filters can reduce your gas mileage by up to 20%. ... If they misfire, or are working poorly, this can affect your gas mileage in a negative way. Having bad fuel injectors can cause bad mileage. This is because the fuel injectors are responsible for putting fuel into the engine.