Runaway Fathers

Too tired to face responsibilities; too cowardly to raise a family or heartless and determined to leave a life and start another? One can never understand what goes on in the mind of a man who watches his wife get pregnant and have children and raise these children.
Do memories not hunt them? Do they not get flash backs? There really must be a concrete explanation why they runaway.