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The study found that individuals with OCD are impaired in their ability to control goal-directed behaviors. Goal-directed behaviors in turn are known to depend on nerve circuits in parts of the brain known as the orbitofrontal cortex and striatum. These nerve circuits have also been implicated in obsessive-compulsive disorder by other scientists.
To read much more about this study of OCD see http://ajp.psychiatryonline.org/cgi/content/abstract/168/7/718.
And more information about obsessive-compulsive disorder in general is covered in the APA publication Let's Talk Facts About Obsessive-Compulsive Disorder, which can be ordered at http://appi.org/SearchCenter/Pages/SearchDetail.aspx?ItemId=2387.