Income level affects nutrition, which is particularly important for kids and likely plays a large part in that cognitive gap by age 3 from my earlier quote. It also affects health - can't take your kids to a doctor if you can't pay, or take off work. And that also affects parental involvement.
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And obviously this is a self-perpetuating cycle.