According to "Screen Damage: The Dangers of Digital Media for Children", which I recommend, there is no scientific evidence of kids without access to phones being more sad, depressive, etc. But there is evidence of the opposite.

Yes: absence of evidence is not evidence of absence. But it still makes your decision easier.