What type of a trait results in the large variation in shoe size among humans?

Answer: Is a quantitative trait.

A quantitative trait is a phenotype that can be measured and depends on the cumulative actions of many genes and the environment.

These traits are very variable among individuals, there is a range of phenotypes with continuous distribution. For examples: height, weight and shoe size.