Factor Analysis

Notes
Output Created 11 Feb 01 11:09:01
Comments
Input Filter <none>
Weight <none>
Split File <none>
N of Rows in Working Data File 1280
Missing Value Handling Definition of Missing MISSING=EXCLUDE: User-defined missing values are treated as missing.
Cases Used LISTWISE: Statistics are based on cases with no missing values for any variable used.
Syntax FACTOR
/VARIABLES zpctwhit zpctblac zpctasia zpcthisp zpctfemh zmedhhin zavghhin
zmedfami zavgfami zpci zpctpoor zpctvery zpctelem zpctnhsg zpctnoco zpctunem
zsc001 zpctmgpr zpcttech zpctserv zpctvacn zpctowne zpctrent zavghval
zmedhval /MISSING LISTWISE /ANALYSIS zpctwhit zpctblac zpctasia zpcthisp
zpctfemh zmedhhin zavghhin zmedfami zavgfami zpci zpctpoor zpctvery zpctelem
zpctnhsg zpctnoco zpctunem zsc001 zpctmgpr zpcttech zpctserv zpctvacn
zpctowne zpctrent zavghval zmedhval
/PRINT INITIAL EXTRACTION ROTATION
/CRITERIA FACTORS(1) ITERATE(25)
/EXTRACTION PC
/CRITERIA ITERATE(25)
/ROTATION PROMAX(4)
/SAVE REG(ALL)
/METHOD=CORRELATION .
Resources Maximum Memory Required 79060 (77.207K) bytes
Elapsed Time 0:00:00.44
Variables Created FAC1_1 Component score 1

Communalities

Initial Extraction
Zscore: PCTWHITE 1.000 .534
Zscore: PCTBLACK 1.000 .525
Zscore: PCTASIAN 1.000 7.412E-02
Zscore: PCTHISP 1.000 3.147E-02
Zscore: PCTFEMHE 1.000 .778
Zscore: MEDHHINC 1.000 .858
Zscore: AVGHHINC 1.000 .751
Zscore: MEDFAMIN 1.000 .891
Zscore: AVGFAMIN 1.000 .758
Zscore: PCI 1.000 .753
Zscore: PCTPOOR 1.000 .773
Zscore: PCTVERYP 1.000 .680
Zscore: PCTELEM 1.000 .554
Zscore: PCTNHSGR 1.000 .791
Zscore: PCTNOCOL 1.000 .622
Zscore: PCTUNEMP 1.000 .742
Zscore(PCTUNEMF) PCTUNEMF 1.000 .682
Zscore: PCTMGPR 1.000 .532
Zscore: PCTTECHS 1.000 6.199E-02
Zscore: PCTSERV 1.000 .670
Zscore: PCTVACNT 1.000 .209
Zscore: PCTOWNER 1.000 .430
Zscore: PCTRENTR 1.000 .393
Zscore: AVGHVAL 1.000 .701
Zscore: MEDHVAL 1.000 .710
Extraction Method: Principal Component Analysis.

Total Variance Explained

Initial Eigenvalues Extraction Sums of Squared Loadings
Component Total % of Variance Cumulative % Total % of Variance Cumulative %
1 14.502 58.010 58.010 14.502 58.010 58.010
2 3.077 12.309 70.319


3 1.554 6.217 76.536


4 1.421 5.686 82.222


5 .829 3.316 85.538


6 .757 3.030 88.567


7 .654 2.617 91.184


8 .483 1.932 93.116


9 .407 1.628 94.744


10 .370 1.481 96.225


11 .210 .839 97.064


12 .169 .675 97.739


13 .159 .635 98.374


14 9.293E-02 .372 98.745


15 8.532E-02 .341 99.087


16 6.024E-02 .241 99.328


17 4.849E-02 .194 99.522


18 3.232E-02 .129 99.651


19 2.798E-02 .112 99.763


20 2.530E-02 .101 99.864


21 2.096E-02 8.384E-02 99.948


22 9.588E-03 3.835E-02 99.986


23 3.139E-03 1.256E-02 99.999


24 3.253E-04 1.301E-03 100.000


25 2.544E-06 1.018E-05 100.000


Extraction Method: Principal Component Analysis.

Component Matrix(a)

Component
1
Zscore: PCTWHITE -.731
Zscore: PCTBLACK .724
Zscore: PCTASIAN -.272
Zscore: PCTHISP .177
Zscore: PCTFEMHE .882
Zscore: MEDHHINC -.926
Zscore: AVGHHINC -.867
Zscore: MEDFAMIN -.944
Zscore: AVGFAMIN -.871
Zscore: PCI -.868
Zscore: PCTPOOR .879
Zscore: PCTVERYP .824
Zscore: PCTELEM .744
Zscore: PCTNHSGR .889
Zscore: PCTNOCOL .789
Zscore: PCTUNEMP .862
Zscore(PCTUNEMF) PCTUNEMF .826
Zscore: PCTMGPR -.730
Zscore: PCTTECHS -.249
Zscore: PCTSERV .819
Zscore: PCTVACNT .457
Zscore: PCTOWNER -.655
Zscore: PCTRENTR .627
Zscore: AVGHVAL -.837
Zscore: MEDHVAL -.842
Extraction Method: Principal Component Analysis.
a 1 components extracted.

Rotated Component Matrix(a)
a Only one component was extracted. The solution cannot be rotated.

Factor Analysis

Notes
Output Created 11 Feb 01 11:07:59
Comments
Input Filter <none>
Weight <none>
Split File <none>
N of Rows in Working Data File 1280
Missing Value Handling Definition of Missing MISSING=EXCLUDE: User-defined missing values are treated as missing.
Cases Used LISTWISE: Statistics are based on cases with no missing values for any variable used.
Syntax FACTOR
/VARIABLES zpctwhit zpctblac zpctasia zpcthisp zpctfemh zmedhhin zavghhin
zmedfami zavgfami zpci zpctpoor zpctvery zpctelem zpctnhsg zpctnoco zpctunem
zsc001 zpctmgpr zpcttech zpctserv zpctvacn zpctowne zpctrent zavghval
zmedhval /MISSING LISTWISE /ANALYSIS zpctwhit zpctblac zpctasia zpcthisp
zpctfemh zmedhhin zavghhin zmedfami zavgfami zpci zpctpoor zpctvery zpctelem
zpctnhsg zpctnoco zpctunem zsc001 zpctmgpr zpcttech zpctserv zpctvacn
zpctowne zpctrent zavghval zmedhval
/PRINT INITIAL EXTRACTION ROTATION
/CRITERIA FACTORS(2) ITERATE(25)
/EXTRACTION PC
/CRITERIA ITERATE(25)
/ROTATION PROMAX(4)
/METHOD=CORRELATION .
Resources Maximum Memory Required 74020 (72.285K) bytes
Elapsed Time 0:00:00.20

Communalities

Initial Extraction
Zscore: PCTWHITE 1.000 .734
Zscore: PCTBLACK 1.000 .697
Zscore: PCTASIAN 1.000 .269
Zscore: PCTHISP 1.000 3.375E-02
Zscore: PCTFEMHE 1.000 .875
Zscore: MEDHHINC 1.000 .880
Zscore: AVGHHINC 1.000 .854
Zscore: MEDFAMIN 1.000 .926
Zscore: AVGFAMIN 1.000 .882
Zscore: PCI 1.000 .887
Zscore: PCTPOOR 1.000 .916
Zscore: PCTVERYP 1.000 .845
Zscore: PCTELEM 1.000 .557
Zscore: PCTNHSGR 1.000 .801
Zscore: PCTNOCOL 1.000 .821
Zscore: PCTUNEMP 1.000 .829
Zscore(PCTUNEMF) PCTUNEMF 1.000 .767
Zscore: PCTMGPR 1.000 .814
Zscore: PCTTECHS 1.000 8.303E-02
Zscore: PCTSERV 1.000 .674
Zscore: PCTVACNT 1.000 .418
Zscore: PCTOWNER 1.000 .661
Zscore: PCTRENTR 1.000 .576
Zscore: AVGHVAL 1.000 .895
Zscore: MEDHVAL 1.000 .885
Extraction Method: Principal Component Analysis.

Total Variance Explained

Initial Eigenvalues Extraction Sums of Squared Loadings Rotation Sums of Squared Loadings(a)
Component Total % of Variance Cumulative % Total % of Variance Cumulative % Total
1 14.502 58.010 58.010 14.502 58.010 58.010 12.648
2 3.077 12.309 70.319 3.077 12.309 70.319 12.261
3 1.554 6.217 76.536



4 1.421 5.686 82.222



5 .829 3.316 85.538



6 .757 3.030 88.567



7 .654 2.617 91.184



8 .483 1.932 93.116



9 .407 1.628 94.744



10 .370 1.481 96.225



11 .210 .839 97.064



12 .169 .675 97.739



13 .159 .635 98.374



14 9.293E-02 .372 98.745



15 8.532E-02 .341 99.087



16 6.024E-02 .241 99.328



17 4.849E-02 .194 99.522



18 3.232E-02 .129 99.651



19 2.798E-02 .112 99.763



20 2.530E-02 .101 99.864



21 2.096E-02 8.384E-02 99.948



22 9.588E-03 3.835E-02 99.986



23 3.139E-03 1.256E-02 99.999



24 3.253E-04 1.301E-03 100.000



25 2.544E-06 1.018E-05 100.000



Extraction Method: Principal Component Analysis.
a When components are correlated, sums of squared loadings cannot be added to obtain a total variance.

Component Matrix(a)

Component
1 2
Zscore: PCTWHITE -.731 -.447
Zscore: PCTBLACK .724 .415
Zscore: PCTASIAN -.272 .442
Zscore: PCTHISP .177 -4.769E-02
Zscore: PCTFEMHE .882 .312
Zscore: MEDHHINC -.926 .149
Zscore: AVGHHINC -.867 .322
Zscore: MEDFAMIN -.944 .187
Zscore: AVGFAMIN -.871 .353
Zscore: PCI -.868 .367
Zscore: PCTPOOR .879 .378
Zscore: PCTVERYP .824 .407
Zscore: PCTELEM .744 -5.948E-02
Zscore: PCTNHSGR .889 -.100
Zscore: PCTNOCOL .789 -.446
Zscore: PCTUNEMP .862 .294
Zscore(PCTUNEMF) PCTUNEMF .826 .291
Zscore: PCTMGPR -.730 .531
Zscore: PCTTECHS -.249 -.145
Zscore: PCTSERV .819 5.835E-02
Zscore: PCTVACNT .457 .457
Zscore: PCTOWNER -.655 -.481
Zscore: PCTRENTR .627 .428
Zscore: AVGHVAL -.837 .440
Zscore: MEDHVAL -.842 .418
Extraction Method: Principal Component Analysis.
a 2 components extracted.

Pattern Matrix(a)

Component
1 2
Zscore: PCTWHITE -9.994E-02 -.917
Zscore: PCTBLACK 6.711E-02 .877
Zscore: PCTASIAN .674 .384
Zscore: PCTHISP -.158 3.628E-02
Zscore: PCTFEMHE -.145 .835
Zscore: MEDHHINC .710 -.308
Zscore: AVGHHINC .877 -7.143E-02
Zscore: MEDFAMIN .764 -.273
Zscore: AVGFAMIN .916 -3.633E-02
Zscore: PCI .930 -1.795E-02
Zscore: PCTPOOR -6.576E-02 .914
Zscore: PCTVERYP -1.526E-05 .920
Zscore: PCTELEM -.500 .320
Zscore: PCTNHSGR -.631 .348
Zscore: PCTNOCOL -.978 -.119
Zscore: PCTUNEMP -.154 .804
Zscore(PCTUNEMF) PCTUNEMF -.136 .782
Zscore: PCTMGPR 1.042 .250
Zscore: PCTTECHS -2.580E-02 -.304
Zscore: PCTSERV -.405 .500
Zscore: PCTVACNT .271 .786
Zscore: PCTOWNER -.184 -.919
Zscore: PCTRENTR .138 .840
Zscore: AVGHVAL .998 8.517E-02
Zscore: MEDHVAL .976 5.670E-02
Extraction Method: Principal Component Analysis.
Rotation Method: Promax with Kaiser Normalization.
a Rotation converged in 3 iterations.

Structure Matrix

Component
1 2
Zscore: PCTWHITE .489 -.853
Zscore: PCTBLACK -.496 .833
Zscore: PCTASIAN .427 -4.849E-02
Zscore: PCTHISP -.182 .138
Zscore: PCTFEMHE -.682 .929
Zscore: MEDHHINC .908 -.764
Zscore: AVGHHINC .923 -.635
Zscore: MEDFAMIN .939 -.763
Zscore: AVGFAMIN .939 -.624
Zscore: PCI .942 -.615
Zscore: PCTPOOR -.652 .956
Zscore: PCTVERYP -.590 .920
Zscore: PCTELEM -.705 .641
Zscore: PCTNHSGR -.854 .753
Zscore: PCTNOCOL -.902 .509
Zscore: PCTUNEMP -.670 .903
Zscore(PCTUNEMF) PCTUNEMF -.638 .869
Zscore: PCTMGPR .882 -.419
Zscore: PCTTECHS .169 -.287
Zscore: PCTSERV -.726 .760
Zscore: PCTVACNT -.234 .612
Zscore: PCTOWNER .406 -.801
Zscore: PCTRENTR -.401 .752
Zscore: AVGHVAL .944 -.556
Zscore: MEDHVAL .940 -.570
Extraction Method: Principal Component Analysis.
Rotation Method: Promax with Kaiser Normalization.

Component Correlation Matrix
Component 1 2
1 1.000 -.642
2 -.642 1.000
Extraction Method: Principal Component Analysis.
Rotation Method: Promax with Kaiser Normalization.