Yes, sterling silver earrings can tarnish over time. Tarnish occurs due to the interaction of the silver with oxygen and other environmental factors. Regular cleaning and proper storage can help prevent or minimize tarnishing, ensuring that your sterling silver earrings maintain their shine and appearance.