Canonical correlation

Is used to identify and measure the associations between two sets of variables. It is appropriate in the same situations where multiple regressions would be but where there are multiple intercorrelated outcome variables.

Unfortunately, SPSS does not have an option but it runs the analysis when you run MANOVA command.