Identify factors that affect the size and significance level of the observed correlation between two variables. Discuss how these factors change the observed correlation. How can a researcher minimize these effects? Solution Identify factors that affect the size and significance level of the observed correlation between two variables. Discuss how these factors change the observed correlation. How can a researcher minimize these effects?.