We can measure correlation between two quantitative variables, using the r Pearson correlation. For the relationship between meat intake and incidence of colon cancer is r=0.65; but the both variables should have a Normal distribution.  When they are not Normal, we can apply two strategies:

1.- To transform the variables ( logarithmic or squared) to come more Normal, or

2.- To use an equivalent non- parametric