Test developers use factor analysis in demonstrating evidence of construct validity for their tests. The common statistical technique allows researchers to analyze large data sets to compare his or her interests to the interests of individuals of the same sex who are satisfied in their jobs. identify which career fields are best suited to their abilities or identify careers for which more training may be required. assess values that are important in occupational selection and job satisfaction. determine patterns and calculate which variables have a high degree of commonality