* Encoding: UTF-8.
*************************************************************************************************************************
** SPSS syntax for running regressions based on correlations in table 4

*************************************************************************************************************************

** Stream 1 - ability EI.


MATRIX DATA
VARIABLES = ROWTYPE_ EI	GPA	g	O	C	E	A	N.
BEGIN DATA
MEAN 0 0 0 0 0 0 0 0
STDEV 1 1 1 1 1 1 1 1
N 18367 18367 18367 18367 18367 18367 18367 18367 
CORR 1
CORR	0.24	1						
CORR	0.25	0.39	1		
CORR	0.14	0.12	0.22	1		
CORR	0.09	0.22	-0.04	   0.24	1	
CORR	0.05	-0.01	0.02	    0.39	0.27	1		
CORR	0.16	 0.07	0	        0.30	0.46	0.33 1
CORR	-0.09	-0.02	-0.09	  -0.18	-0.36	-0.37	-0.34	1
END DATA.

REGRESSION MATRIX=IN(*)
  /DESCRIPTIVES MEAN STDDEV CORR SIG N
  /STATISTICS COEFF OUTS R ANOVA COLLIN TOL CHANGE ZPP
  /CRITERIA=PIN(.05) POUT(.10)
  /NOORIGIN 
  /DEPENDENT GPA
  /METHOD=ENTER g 
  /METHOD=ENTER O C E A N
  /METHOD=ENTER EI.

PARTIAL CORR MATRIX=IN(*)
  /VARIABLES=EI GPA BY g O C E A N
  /SIGNIFICANCE=TWOTAIL
  /MISSING=LISTWISE.



** Stream 2 - self-rated EI.

MATRIX DATA
VARIABLES = ROWTYPE_ EI	GPA	g	O	C	E	A	N.
BEGIN DATA
MEAN 0 0 0 0 0 0 0 0
STDEV 1 1 1 1 1 1 1 1
N 14647 14647 14647 14647 14647 14647 14647 14647
CORR 1
CORR	0.12	1						
CORR	0.00	0.39	1		
CORR	0.29	0.12	0.22	1		
CORR	0.38	0.22	-0.04	0.24		1	
CORR	0.32	-0.01	0.02	 0.39	0.27	1		
CORR	0.31 0.07  0.00  0.30	0.46	0.33 1
CORR	-0.4	-0.02	-0.09	-0.18	-0.36	-0.37	-0.34	1
END DATA.

REGRESSION MATRIX=IN(*)
  /DESCRIPTIVES MEAN STDDEV CORR SIG N
  /STATISTICS COEFF OUTS R ANOVA COLLIN TOL CHANGE ZPP
  /CRITERIA=PIN(.05) POUT(.10)
  /NOORIGIN 
  /DEPENDENT GPA
  /METHOD=ENTER g 
  /METHOD=ENTER O C E A N
  /METHOD=ENTER EI.


PARTIAL CORR MATRIX=IN(*)
  /VARIABLES=EI GPA BY g O C E A N
  /SIGNIFICANCE=TWOTAIL
  /MISSING=LISTWISE.


** Stream 3 - mixed EI.

MATRIX DATA
VARIABLES = ROWTYPE_ EI	GPA	g	O	C	E	A	N.
BEGIN DATA
MEAN 0 0 0 0 0 0 0 0
STDEV 1 1 1 1 1 1 1 1
N 12939 12939 12939 12939 12939 12939 12939 12939
CORR 1
CORR	0.19	1						
CORR	0.11	0.39	1		
CORR	0.29	0.12	0.22	1		
CORR	0.38	0.22	-0.04	0.24	1	
CORR	0.46	-0.01	0.02	 0.39	0.27	1		
CORR	 0.43            0.07          0.00              0.30	0.46	0.33             1
CORR	-0.53	-0.02	-0.09	-0.18	-0.36	-0.37	-0.34	1
END DATA.


REGRESSION MATRIX=IN(*)
  /DESCRIPTIVES MEAN STDDEV CORR SIG N
  /STATISTICS COEFF OUTS R ANOVA COLLIN TOL CHANGE ZPP
  /CRITERIA=PIN(.05) POUT(.10)
  /NOORIGIN 
  /DEPENDENT GPA
  /METHOD=ENTER g 
  /METHOD=ENTER O C E A N
  /METHOD=ENTER EI.


PARTIAL CORR MATRIX=IN(*)
  /VARIABLES=EI GPA BY g O C E A N
  /SIGNIFICANCE=TWOTAIL
  /MISSING=LISTWISE.





** Stream 1 - ability EI   BRANCH 1 (PERCEPTION).

MATRIX DATA
VARIABLES = ROWTYPE_ EI	GPA	g	O	C	E	A	N.
BEGIN DATA
MEAN 0 0 0 0 0 0 0 0
STDEV 1 1 1 1 1 1 1 1
N 11049 11049 11049 11049 11049 11049 11049 11049 
CORR 1
CORR	0.09	1						
CORR	0.10	0.39	1		
CORR	0.07	0.12	0.22	1		
CORR	0.28	0.22	-0.04	   0.24	1	
CORR	0.09	-0.01	0.02	    0.39	0.27	1		
CORR	0.15	 0.07	0	        0.30	0.46	0.33 1
CORR	-0.12	-0.02	-0.09	  -0.18	-0.36	-0.37	-0.34	1
END DATA.

REGRESSION MATRIX=IN(*)
  /DESCRIPTIVES MEAN STDDEV CORR SIG N
  /STATISTICS COEFF OUTS R ANOVA COLLIN TOL CHANGE ZPP
  /CRITERIA=PIN(.05) POUT(.10)
  /NOORIGIN 
  /DEPENDENT GPA
  /METHOD=ENTER g 
  /METHOD=ENTER O C E A N
  /METHOD=ENTER EI.

PARTIAL CORR MATRIX=IN(*)
  /VARIABLES=EI GPA BY g O C E A N
  /SIGNIFICANCE=TWOTAIL
  /MISSING=LISTWISE.


** Stream 1 - ability EI   BRANCH 2 (FACILITATION).

MATRIX DATA
VARIABLES = ROWTYPE_ EI	GPA	g	O	C	E	A	N.
BEGIN DATA
MEAN 0 0 0 0 0 0 0 0
STDEV 1 1 1 1 1 1 1 1
N 10586 10586 10586 10586 10586 10586 10586 10586 
CORR 1
CORR	0.18	1						
CORR	0.18	0.39	1		
CORR	0.10	0.12	0.22	1		
CORR	0.11	0.22	-0.04	   0.24	1	
CORR	0.10	-0.01	0.02	    0.39	0.27	1		
CORR	0.17	 0.07	0	        0.30	0.46	0.33 1
CORR	-0.11	-0.02	-0.09	  -0.18	-0.36	-0.37	-0.34	1
END DATA.


REGRESSION MATRIX=IN(*)
  /DESCRIPTIVES MEAN STDDEV CORR SIG N
  /STATISTICS COEFF OUTS R ANOVA COLLIN TOL CHANGE ZPP
  /CRITERIA=PIN(.05) POUT(.10)
  /NOORIGIN 
  /DEPENDENT GPA
  /METHOD=ENTER g 
  /METHOD=ENTER O C E A N
  /METHOD=ENTER EI.

PARTIAL CORR MATRIX=IN(*)
  /VARIABLES=EI GPA BY g O C E A N
  /SIGNIFICANCE=TWOTAIL
  /MISSING=LISTWISE.


** Stream 1 - ability EI   BRANCH 3 (UNDERSTANDING).

MATRIX DATA
VARIABLES = ROWTYPE_ EI	GPA	g	O	C	E	A	N.
BEGIN DATA
MEAN 0 0 0 0 0 0 0 0
STDEV 1 1 1 1 1 1 1 1
N 10786 10786 10786 10786 10786 10786 10786 10786 
CORR 1
CORR	0.35	1						
CORR	0.39	0.39	1		
CORR	0.18	0.12	0.22	1		
CORR	0.09	0.22	-0.04	   0.24	1	
CORR	0.09	-0.01	0.02	    0.39	0.27	1		
CORR	0.12	 0.07	0	        0.30	0.46	0.33 1
CORR	-0.09	-0.02	-0.09	  -0.18	-0.36	-0.37	-0.34	1
END DATA.

REGRESSION MATRIX=IN(*)
  /DESCRIPTIVES MEAN STDDEV CORR SIG N
  /STATISTICS COEFF OUTS R ANOVA COLLIN TOL CHANGE ZPP
  /CRITERIA=PIN(.05) POUT(.10)
  /NOORIGIN 
  /DEPENDENT GPA
  /METHOD=ENTER g 
  /METHOD=ENTER O C E A N
  /METHOD=ENTER EI.

PARTIAL CORR MATRIX=IN(*)
  /VARIABLES=EI GPA BY g O C E A N
  /SIGNIFICANCE=TWOTAIL
  /MISSING=LISTWISE.



** Stream 1 - ability EI   BRANCH 4 (MANAGEMENT).

MATRIX DATA
VARIABLES = ROWTYPE_ EI	GPA	g	O	C	E	A	N.
BEGIN DATA
MEAN 0 0 0 0 0 0 0 0
STDEV 1 1 1 1 1 1 1 1
N 10736 10736 10736 10736 10736 10736 10736 10736 
CORR 1
CORR	0.26	1						
CORR	0.16	0.39	1		
CORR	0.16	0.12	0.22	1		
CORR	0.16	0.22	-0.04	   0.24	1	
CORR	0.18	-0.01	0.02	    0.39	0.27	1		
CORR	0.30	 0.07	0	   0.30	0.46	0.33             1
CORR	-0.17	-0.02	-0.09	  -0.18	-0.36	-0.37	-0.34	1
END DATA.

REGRESSION MATRIX=IN(*)
  /DESCRIPTIVES MEAN STDDEV CORR SIG N
  /STATISTICS COEFF OUTS R ANOVA COLLIN TOL CHANGE ZPP
  /CRITERIA=PIN(.05) POUT(.10)
  /NOORIGIN 
  /DEPENDENT GPA
  /METHOD=ENTER g 
  /METHOD=ENTER O C E A N
  /METHOD=ENTER EI.

PARTIAL CORR MATRIX=IN(*)
  /VARIABLES=EI GPA BY g O C E A N
  /SIGNIFICANCE=TWOTAIL
  /MISSING=LISTWISE.