Of course it works both ways. It's wrong for a man to make a baby and walk away, and it's wrong for a woman to intentionally deprive a child of a father. (Notice I said "intentionally")
The communities with the highest crime rate and the highest poverty, are also the ones with the highest out-of-wedlock birthrates. That is not just coincidence. 
The comment I replied to earlier suggested that men and fathers are not necessary. That is the mindset that is causing many of our societies current problems.