Birthrates are also declining outside of cities at similar rates [1]. It may be a little more apparent in expensive cities because childless people tend to not like suburbs and choose density if they can afford it, but I don't think cities are the root cause.

[1] https://www.washingtonpost.com/health/2018/10/19/us-fertilit...