Confusion may be associated with serious infections, some chronic medical conditions, head injury, brain or spinal cord tumor, delirium, stroke, or dementia. It can be caused by alcohol or drug intoxication, sleep disorders, chemical or electrolyte imbalances, vitamin deficiencies, or medications.