If you were in charge of a bank loan department would you loan money to someone to start a restaurant? There is a belief that 90% of restaurant start-ups fail, but apparently this is an urban myth for a study conducted by Cornell University demonstrated that in fact only 26.16% of restaurant start-ups fail in the first year.