Factor Analysis

The first step in factor analysis is for the computer to select the combination of variables whose shared correlations explain the greatest amount of total variance. This is called factor 1. Factor analysis will then extract a second factor. This is the combination of variables that explains the greatest amount of variance that remains, that is, variation after the first factor has been extracted. This is factor 2.