Traditionally the DSM categorized OCD as an anxiety disorder - apparently now it's categorized in the larger envelope "neurotic, stress-related, and somatoform disorders", which anxiety falls under as well. There's certainly an anxiety element, as it causes a great deal of distress to fail to follow the behavior.