After you run a two-sample t test between the average incomes between men and women, what does it mean if you get a probability value of p=.034? Men and women are significantly different in terms of how much income they make. 3.4 percent of women make as much as men. 3.4% of the variation in income can be explained by gender differences. There is no difference between the average incomes of men and women