Highlights•A representative of pregnant women in urban poor areas prospectively monitored.•Antenatal care places were the significant predictors of delivery places.•The wealthier women were more likely to deliver at governmental health facilities.•Igbo- or Hausa-speaking women tended to utilize non-facility places for childbirth.•The residential areas of pregnant women were not associated with delivery places.