This is actually a fairly common way to justify protectionist and interventionist policy. It's "think of the children" in a new disguise, really.
But such is policy making. You have to justify your policy with what is popular, not with the truth. For example: lax covid restrictions justified because we can't be sure it'll work, vs. because we know that it'll hurt the economy.