During the heating season, it's advisable to replace air filters every 1-3 months, depending on the filter type, indoor air quality, and system usage. Regular filter replacement ensures efficient airflow, optimal heating performance, and improved indoor air quality by trapping dust, allergens, and pollutants. Neglecting filter changes can lead to reduced system efficiency, increased energy consumption, and potential damage to HVAC components.