Yes, difficulty concentrating can be a sign of depression. A diagnosis of depression requires other symptoms as well, including but not limited to agitation, inability to sleep or excessive sleepiness, lack of interest in one's normal joys or passions, feelings of guilt or worthlessness, decreased energy, decreased appetite or increased appetite, inability to sit still or slow movements, and suicidal thoughts.