It may seem counter intuitive, but by saving the lives of children you actually lower the birth rate and population growth rate.
Case in point: Thailand - following the introduction of universal healthcare and a sharp decrease in infant mortality, the birth rate went negative - down to as low as 1.6 per female. The government now is trying to balance that out by kicking in baby bonus - the usual countermeasures.
