1.7 Choosing the appropriate extraction method

Choosing the appropriate extraction method depends on the goal of your study. PCA is appropriate if the goal of your research is to reduce the data structure into a linear combination of smaller factors. However, if the goal of your research is to identify common factors that are associated with a set of observed variables, common factor analysis is appropriate.