As a person grows and gets older, their body begins to grow as well. In order for the body to continue to support the new height and weight, they need to accommodate a correlation between the top half and bottom half of the body.
Therefore, the shoe size and height size have a positive correlation in order for the body to sustain its entire weight.
Hope this helps!