Yes, as I understand it the population growth of the arable community is far faster than the hunter gatherers. This is because hunter gatherers often did not wean children off breast milk until they were 5, whilst arable farmers breast fed there children only up to 1 year.
Breastfeeding is a natural contraceptive.