Yes, a dirty air filter can cause your air conditioner not to cool effectively especially here in the Coachella Valley. When the airflow is restricted within your unit, your AC system has to work harder to cool the air, which can cause it to strain and ultimately malfunction. In some cases, it may even freeze up, causing it to stop working altogether.