This study uses iPhone usage and birthrates at the county level. The rural/urban distinction for counties has a strong correlation with wideband cellular data coverage, and that effect was even stronger in the early days of the iPhone when cellular data coverage was both weaker and more expensive.

Apple has better data. They know who has an iPhone, and they almost certainly know if they have kids. That info is probably available via ad brokers.