You really don't need to get so elaborate. The shift from agricultural to industrial/service economy explains it well enough.
In an agricultural economy, children are an economic assistance, a source of labour, and a means of helping with survival.
In our industrial/service capitalist economy, while they are a net good for society ... they are a cost centre for the parent.