If we use my older sister (by three years) as an example: Yes.
She seems to prefer her commited relationships to be with a younger gentleman; always has. Although we are full blooded sisters, I prefer the exact opposite. Perhaps sis can emotionally relate to younger men, in a way. I really can't say the same for myself.