Identify and explain briefly how each of the following statements violates the definition and characteristics of correlation. (After you submit the assignment, check the answers in the feedback given to see how you did.)

An observational study shows that there is a positive correlation between reading ability and shoe size for children between the ages 6 to 10 years. This result shows that an increase in shoe size is responsible for an increase in reading ability.