- To create new uncorrelated variables : PCA also does this but
the new variables created by FA are easier to interpret in some
cases
- To test for relationships among the response variables
- Some researchers consider FA to be a crude form of clustering,
which is individual-directed !
- Lot of subjectivity involved in interpretation of the new
variables- hence researchers resort to FA to explain the
relationships they believe are true