Women (or men) who have less social support, who experience difficult life events around this time, or whose baby has medical or other problems are more likely to be depressed. And the baby itself can also play a role; people with babies who are poor sleepers are at greater risk for depression, almost certainly due to the fact that they, in turn, get less sleep.