 Another depressive feature that has been associated with poor response to treatment is longer duration of depressive episodes.Finally, people with more severe depression and those who are suicidal are more likely to be nonresponsive to antidepressant treatment.There are three basic categories of drug treatment that can be used when a medication course is found to be ineffective.