Usually, families of lower income have a higher rate of fraud victim parents. Families of higher income, have a much lower rate of fraud victim parents. As mentioned before, atmosphere is everything. The way the atmosphere is at home is how your child will perceive it to be anywhere. The way you act at home, is how they will act outside.
What do statistics show?
Higher-income families could be more educated, and have the time available to help their child with the emotional and educational aspects of development.