Check in the following order for poor fuel economy,

Air filter
Ignition parts
O2 sensor
AFM

The fuel filter should never cause high fuel consumption, since it will lower fuel delivery when it clogs up.

Make sure you have no vacuum leaks.

The O2 sensor is a very common cause of excessive fuel usage.