Accessory muscle use refers to the engagement of muscles not typically used during normal breathing, indicating respiratory distress or increased work of breathing. It is often observed in conditions like asthma, COPD, or respiratory infections, where the primary respiratory muscles are insufficient to meet the body's oxygen demands.