A researcher suspects that people living in urban environments earn higher incomes than those in suburban or rural environments. Which of the following is NOT required to establish a causal link?

Options below:

• demonstrate that income is the control variable
• demonstrate that the effect is not explained by other factors
• demonstrate that living environment and income are correlated
• demonstrate that living environment precedes income