It's understandable given the filibusterism, and outright prohibitions you would expect from the central government. Referendum has been proposed for 7 years and it was rejected every time.
Catalonia has less corruption than Spain in average. Even though the National Police and the judiciary have a very strong bias in favor of spanish parties.