Earlier this year, I was very skeptical of the claim that smartphones reduced birthrates, because fertility declined so, so long before the arrival of smartphones.
But @JesusFerna7026 changed my mind, and studies like this have confirmed that my mind should stay changed.
The way I think about now is something like this:
One set of factors best describes why birthrates declined toward 2 around the world in the last few decades—modernization, contraception, women's education and social freedom, etc.
But another set of factors seems to better describe why birthrates have fallen toward 1 and below one in many places and among many groups. And smartphones belong in the second category.