Dec 9, 2023 Does hip arthritis cause swollen thighs? by Specialist Generally hip arthritis does not invoke thigh swelling. Swollen thighs are mostly oedema caused by poor venous return, heart disease, liver disease, kidney disease and malnutrition, whereas hip arthritis may cause radiating pain in the leg.