The vast majority of that increase looks to be caring for young children (under 6) and for physical needs [1]. Look at how little time is spent reading to kids or helping them with school. A lot of parents don't even know how to help their teens with math and science homework, unless they're highly educated in those subjects themselves.

[1] https://www.bls.gov/charts/american-time-use/activity-by-par...