SPSS does not automatically create dummy variables using the linear regression procedure. Dummy variables are indicator 0-1 used in regressions for representing categorical variables with 3 or more levels. The macro below will produce these prior to entry in a linear regression. Remember to make sure there are no empty categories. * * reading in from a specified file called GSS1991.sav Open data file before running e.g using get file='C:GSS1991.sav'. {{{ define !d1 (!POS !TOKENS(1) /!POS !CMDEND). matrix. get x /var=!1. compute n=mmax(x)-1. save {n} /outfile='C:temp.sav' /vars=n. end matrix. get file='C:temp.sav'. WRITE ouTFILE 'C:temp.sps' /"DEFINE !nbcases()"n"!ENDDEFINE.". exe. !d2 !1 !2. !enddefine. define !d2 (!POS !TOKENS(1) /!POS !CMDEND). GET FILE=!QUOTE(!CONCAT('C:', !UPCASE(!2)) ). INCLUDE FILE='C:temp.sps'. VECTOR !concat(!1,d) (!nbcases,F3). LOOP #I=1 TO !nbcases. COMPUTE !concat(!1,d)(#I)=0. END LOOP. LOOP #I=1 TO !nbcases. DO IF !1 eq #i. COMPUTE !concat(!1,d)(#I)=1. END IF. END LOOP. exe. !enddefine. !d1 race gss1991.sav. }}}