Drinking alcoholic beverages also may cause the membranes inside your nose to swell, leading to nasal congestion. Certain medications. Some medications can cause nonallergic rhinitis. These include aspirin, ibuprofen (Advil, Motrin IB, others), and high blood pressure (hypertension) medications, such as beta blockers.