Problems with stomach ulcers and stomach bleeding can occur with any NSAID, and naproxen is no exception. Typically, these problems are tied to long-term use of the drug but not always -- short-term use of naproxen or other NSAIDs can be problematic for some patients. Stomach ulcers and bleeding can ...