Generalized anxiety disorder is diagnosed by physicians, psychiatrists or mental health professionals. Mental health professionals who may diagnose anxiety disorders include psychologists, professional counselors, and clinical social workers. Psychiatric nurse practitioners may also diagnose anxiety disorders.