SPSS dimension reduction analysis paper
Factor analysis is to classify all the dependent variables, for example, classify 52 dependent variables into 13 according to their similarity or correlation, and then reduce the dimension from 52 to 13. There is this operation in SPSS operation, which you can find in the book explaining the operation in SPSS.