a statement is made about correlation. state whether the correlation is positive or negative and whether the correlation is mist likely due to councidence, a common underlying cause or a direct cause. people with higher incomes tend to love longer than those with lower incomesĀ 

The correlation stated is positive, as it suggests that there is a tendency for people with higher incomes to live longer than those with lower incomes.

It is most likely due to a common underlying cause rather than a direct cause. Higher incomes often afford individuals better access to healthcare, healthier lifestyles, and more resources that contribute to their overall well-being and longevity. However, it is important to note that correlation does not imply causation, so other factors could also play a role in this relationship.