I heard a podcast with the author of this book and the conclusion was similar. He recommends no smartphone before 16. Dumb phones for communication can be whenever.

I haven’t read the book yet, but the podcast discussion was fairly informative. I think it was Hidden Brain’s Escaping the Matrix episode.