The rural, isolated setting is crucial to the plot because it allows Luke (the protagonist) to remain hidden more easily. The government's population control measures are easier to enforce in more densely populated areas, making the rural countryside a safer, albeit still risky, place to hide a child who is considered illegal. The vastness of the farm and surrounding land provides cover and opportunities to evade detection, crucial to Luke's survival and the narrative's suspense.