I say this as a young dad seeing children going into primary school: I don't think we should underestimate the formative effect on a child of those first years in primary school.
My knowledge of science came from being with Carl not from formal academic training. Carl gave me a thrilling tutorial in science and math that lasted the 20 years we were together.