Regression

Notes
Output Created 23-SEP-2005 09:45:11
Comments
Input Data Z:\Data\SLICA_092205.sav
Filter <none>
Weight weight for individuals in Alaska regions
Split File <none>
N of Rows in Working Data File 5394
Missing Value Handling Definition of Missing User-defined missing values are treated as missing.
Cases Used Statistics are based on cases with no missing values for any variable used.
Syntax regression
/variables=h13fr3,h13dr3,c13r3,h13gr3,h13hr3,h13ir3,h3r3,h5r3,h13nr3
/criteria= pin(.10) pout(.110)
/dependent=h13nR3
/method=stepwise h13fr3,h13dr3,c13r3,h13gr3,h13hr3,h13ir3,h3r3,h5r3.
Resources Elapsed Time 0:00:00.16
Memory Required 11236 bytes
Additional Memory Required for Residual Plots 0 bytes

Variables Entered/Removed(a)
Model Variables Entered Variables Removed Method
1 satisfaction with education in community recoded . Stepwise (Criteria: Probability-of-F-to-enter <= .100, Probability-of-F-to-remove >= .110).
2 satisfaction with amt fish and game avail locally recoded . Stepwise (Criteria: Probability-of-F-to-enter <= .100, Probability-of-F-to-remove >= .110).
3 satisfaction with job recoded . Stepwise (Criteria: Probability-of-F-to-enter <= .100, Probability-of-F-to-remove >= .110).
4 satisfaction with recreation facilities recoded . Stepwise (Criteria: Probability-of-F-to-enter <= .100, Probability-of-F-to-remove >= .110).
5 satisfaction with job opportunities recoded . Stepwise (Criteria: Probability-of-F-to-enter <= .100, Probability-of-F-to-remove >= .110).
6 satisfaction with public safety recoded . Stepwise (Criteria: Probability-of-F-to-enter <= .100, Probability-of-F-to-remove >= .110).
7 satisfaction with courts recoded . Stepwise (Criteria: Probability-of-F-to-enter <= .100, Probability-of-F-to-remove >= .110).
8 satisfaction with health services recoded . Stepwise (Criteria: Probability-of-F-to-enter <= .100, Probability-of-F-to-remove >= .110).
a Dependent Variable: satisfaction with life as a whole recoded

Model Summary
Model R R Square Adjusted R Square Std. Error of the Estimate
1 .310(a) .096 .096 .60278
2 .360(b) .129 .129 .59169
3 .393(c) .154 .154 .58324
4 .410(d) .168 .168 .57849
5 .420(e) .176 .176 .57568
6 .427(f) .182 .182 .57360
7 .430(g) .185 .185 .57248
8 .433(h) .187 .187 .57184
a Predictors: (Constant), satisfaction with education in community recoded
b Predictors: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded
c Predictors: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded, satisfaction with job recoded
d Predictors: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded, satisfaction with job recoded, satisfaction with recreation facilities recoded
e Predictors: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded, satisfaction with job recoded, satisfaction with recreation facilities recoded, satisfaction with job opportunities recoded
f Predictors: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded, satisfaction with job recoded, satisfaction with recreation facilities recoded, satisfaction with job opportunities recoded, satisfaction with public safety recoded
g Predictors: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded, satisfaction with job recoded, satisfaction with recreation facilities recoded, satisfaction with job opportunities recoded, satisfaction with public safety recoded, satisfaction with courts recoded
h Predictors: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded, satisfaction with job recoded, satisfaction with recreation facilities recoded, satisfaction with job opportunities recoded, satisfaction with public safety recoded, satisfaction with courts recoded, satisfaction with health services recoded

ANOVA(i)
Model
Sum of Squares df Mean Square F Sig.
1 Regression 499.594 1 499.594 1374.969 .000(a)
Residual 4686.532 12898 .363

Total 5186.126 12899


2 Regression 670.850 2 335.425 958.086 .000(b)
Residual 4515.276 12897 .350

Total 5186.126 12899


3 Regression 799.201 3 266.400 783.130 .000(c)
Residual 4386.925 12896 .340

Total 5186.126 12899


4 Regression 870.793 4 217.698 650.529 .000(d)
Residual 4315.333 12895 .335

Total 5186.126 12899


5 Regression 912.882 5 182.576 550.908 .000(e)
Residual 4273.244 12894 .331

Total 5186.126 12899


6 Regression 944.069 6 157.345 478.228 .000(f)
Residual 4242.057 12893 .329

Total 5186.126 12899


7 Regression 960.877 7 137.268 418.834 .000(g)
Residual 4225.249 12892 .328

Total 5186.126 12899


8 Regression 970.657 8 121.332 371.040 .000(h)
Residual 4215.469 12891 .327

Total 5186.126 12899


a Predictors: (Constant), satisfaction with education in community recoded
b Predictors: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded
c Predictors: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded, satisfaction with job recoded
d Predictors: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded, satisfaction with job recoded, satisfaction with recreation facilities recoded
e Predictors: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded, satisfaction with job recoded, satisfaction with recreation facilities recoded, satisfaction with job opportunities recoded
f Predictors: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded, satisfaction with job recoded, satisfaction with recreation facilities recoded, satisfaction with job opportunities recoded, satisfaction with public safety recoded
g Predictors: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded, satisfaction with job recoded, satisfaction with recreation facilities recoded, satisfaction with job opportunities recoded, satisfaction with public safety recoded, satisfaction with courts recoded
h Predictors: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded, satisfaction with job recoded, satisfaction with recreation facilities recoded, satisfaction with job opportunities recoded, satisfaction with public safety recoded, satisfaction with courts recoded, satisfaction with health services recoded
i Dependent Variable: satisfaction with life as a whole recoded



Coefficients(a)
Model
Unstandardized Coefficients Standardized Coefficients t Sig.
B Std. Error Beta
1 (Constant) 1.961 .015
134.951 .000
satisfaction with education in community recoded .256 .007 .310 37.081 .000
2 (Constant) 1.657 .020
83.633 .000
satisfaction with education in community recoded .218 .007 .265 31.218 .000
satisfaction with amt fish and game avail locally recoded .160 .007 .187 22.117 .000
3 (Constant) 1.380 .024
57.028 .000
satisfaction with education in community recoded .202 .007 .245 29.056 .000
satisfaction with amt fish and game avail locally recoded .150 .007 .175 20.919 .000
satisfaction with job recoded .141 .007 .159 19.424 .000
4 (Constant) 1.240 .026
48.007 .000
satisfaction with education in community recoded .177 .007 .214 24.878 .000
satisfaction with amt fish and game avail locally recoded .126 .007 .147 17.221 .000
satisfaction with job recoded .139 .007 .158 19.355 .000
satisfaction with recreation facilities recoded .122 .008 .126 14.626 .000
5 (Constant) 1.216 .026
47.170 .000
satisfaction with education in community recoded .159 .007 .192 21.874 .000
satisfaction with amt fish and game avail locally recoded .119 .007 .139 16.377 .000
satisfaction with job recoded .122 .007 .138 16.683 .000
satisfaction with recreation facilities recoded .110 .008 .113 13.066 .000
satisfaction with job opportunities recoded .089 .008 .098 11.269 .000
6 (Constant) 1.153 .027
43.498 .000
satisfaction with education in community recoded .151 .007 .184 20.873 .000
satisfaction with amt fish and game avail locally recoded .119 .007 .139 16.336 .000
satisfaction with job recoded .120 .007 .136 16.490 .000
satisfaction with recreation facilities recoded .088 .009 .091 10.170 .000
satisfaction with job opportunities recoded .081 .008 .089 10.190 .000
satisfaction with public safety recoded .071 .007 .084 9.736 .000
7 (Constant) 1.124 .027
41.962 .000
satisfaction with education in community recoded .142 .007 .172 19.232 .000
satisfaction with amt fish and game avail locally recoded .119 .007 .139 16.448 .000
satisfaction with job recoded .116 .007 .131 15.892 .000
satisfaction with recreation facilities recoded .084 .009 .087 9.734 .000
satisfaction with job opportunities recoded .079 .008 .087 9.970 .000
satisfaction with public safety recoded .055 .008 .064 7.182 .000
satisfaction with courts recoded .055 .008 .063 7.161 .000
8 (Constant) 1.109 .027
41.276 .000
satisfaction with education in community recoded .130 .008 .157 16.913 .000
satisfaction with amt fish and game avail locally recoded .118 .007 .138 16.269 .000
satisfaction with job recoded .115 .007 .130 15.731 .000
satisfaction with recreation facilities recoded .078 .009 .081 8.977 .000
satisfaction with job opportunities recoded .072 .008 .079 8.900 .000
satisfaction with public safety recoded .051 .008 .060 6.694 .000
satisfaction with courts recoded .049 .008 .056 6.309 .000
satisfaction with health services recoded .043 .008 .051 5.469 .000
a Dependent Variable: satisfaction with life as a whole recoded

Excluded Variables(h)
Model
Beta In t Sig. Partial Correlation Collinearity Statistics
Tolerance
1 satisfaction with amt fish and game avail locally recoded .187(a) 22.117 .000 .191 .940
satisfaction with job opportunities recoded .165(a) 18.977 .000 .165 .904
satisfaction with job recoded .172(a) 20.703 .000 .179 .979
satisfaction with health services recoded .143(a) 15.523 .000 .135 .811
satisfaction with recreation facilities recoded .166(a) 19.178 .000 .167 .911
satisfaction with public safety recoded .142(a) 16.706 .000 .146 .951
satisfaction with courts recoded .127(a) 14.664 .000 .128 .916
2 satisfaction with job opportunities recoded .143(b) 16.650 .000 .145 .891
satisfaction with job recoded .159(b) 19.424 .000 .169 .974
satisfaction with health services recoded .124(b) 13.645 .000 .119 .803
satisfaction with recreation facilities recoded .129(b) 14.717 .000 .129 .864
satisfaction with public safety recoded .127(b) 15.142 .000 .132 .944
satisfaction with courts recoded .120(b) 14.072 .000 .123 .915
3 satisfaction with job opportunities recoded .114(c) 13.041 .000 .114 .852
satisfaction with health services recoded .110(c) 12.177 .000 .107 .797
satisfaction with recreation facilities recoded .126(c) 14.626 .000 .128 .863
satisfaction with public safety recoded .119(c) 14.364 .000 .125 .941
satisfaction with courts recoded .104(c) 12.347 .000 .108 .906
4 satisfaction with job opportunities recoded .098(d) 11.269 .000 .099 .837
satisfaction with health services recoded .088(d) 9.591 .000 .084 .767
satisfaction with public safety recoded .093(d) 10.860 .000 .095 .872
satisfaction with courts recoded .088(d) 10.376 .000 .091 .886
5 satisfaction with health services recoded .071(e) 7.649 .000 .067 .740
satisfaction with public safety recoded .084(e) 9.736 .000 .085 .862
satisfaction with courts recoded .082(e) 9.721 .000 .085 .882
6 satisfaction with health services recoded .060(f) 6.433 .000 .057 .727
satisfaction with courts recoded .063(f) 7.161 .000 .063 .804
7 satisfaction with health services recoded .051(g) 5.469 .000 .048 .712
a Predictors in the Model: (Constant), satisfaction with education in community recoded
b Predictors in the Model: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded
c Predictors in the Model: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded, satisfaction with job recoded
d Predictors in the Model: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded, satisfaction with job recoded, satisfaction with recreation facilities recoded
e Predictors in the Model: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded, satisfaction with job recoded, satisfaction with recreation facilities recoded, satisfaction with job opportunities recoded
f Predictors in the Model: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded, satisfaction with job recoded, satisfaction with recreation facilities recoded, satisfaction with job opportunities recoded, satisfaction with public safety recoded
g Predictors in the Model: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded, satisfaction with job recoded, satisfaction with recreation facilities recoded, satisfaction with job opportunities recoded, satisfaction with public safety recoded, satisfaction with courts recoded
h Dependent Variable: satisfaction with life as a whole recoded

Regression

Notes
Output Created 23-SEP-2005 09:45:11
Comments
Input Data Z:\Data\SLICA_092205.sav
Filter <none>
Weight weight for individuals in Alaska regions
Split File <none>
N of Rows in Working Data File 5394
Missing Value Handling Definition of Missing User-defined missing values are treated as missing.
Cases Used Statistics are based on cases with no missing values for any variable used.
Syntax regression
/variables=h13fr3,h13dr3,c13r3,h13gr3,h13hr3,h13ir3,h3r3,h13nr3
/criteria= pin(.10) pout(.110)
/dependent=h13nR3
/method=stepwise h13fr3,h13dr3,c13r3,h13gr3,h13hr3,h13ir3,h3r3.
Resources Elapsed Time 0:00:00.17
Memory Required 10724 bytes
Additional Memory Required for Residual Plots 0 bytes

Variables Entered/Removed(a)
Model Variables Entered Variables Removed Method
1 satisfaction with education in community recoded . Stepwise (Criteria: Probability-of-F-to-enter <= .100, Probability-of-F-to-remove >= .110).
2 satisfaction with amt fish and game avail locally recoded . Stepwise (Criteria: Probability-of-F-to-enter <= .100, Probability-of-F-to-remove >= .110).
3 satisfaction with job recoded . Stepwise (Criteria: Probability-of-F-to-enter <= .100, Probability-of-F-to-remove >= .110).
4 satisfaction with public safety recoded . Stepwise (Criteria: Probability-of-F-to-enter <= .100, Probability-of-F-to-remove >= .110).
5 satisfaction with health services recoded . Stepwise (Criteria: Probability-of-F-to-enter <= .100, Probability-of-F-to-remove >= .110).
6 satisfaction with recreation facilities recoded . Stepwise (Criteria: Probability-of-F-to-enter <= .100, Probability-of-F-to-remove >= .110).
7 satisfaction with job opportunities recoded . Stepwise (Criteria: Probability-of-F-to-enter <= .100, Probability-of-F-to-remove >= .110).
a Dependent Variable: satisfaction with life as a whole recoded

Model Summary
Model R R Square Adjusted R Square Std. Error of the Estimate
1 .299(a) .090 .090 .60897
2 .357(b) .127 .127 .59633
3 .391(c) .153 .152 .58757
4 .407(d) .166 .166 .58297
5 .418(e) .174 .174 .57999
6 .422(f) .178 .178 .57864
7 .426(g) .181 .181 .57760
a Predictors: (Constant), satisfaction with education in community recoded
b Predictors: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded
c Predictors: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded, satisfaction with job recoded
d Predictors: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded, satisfaction with job recoded, satisfaction with public safety recoded
e Predictors: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded, satisfaction with job recoded, satisfaction with public safety recoded, satisfaction with health services recoded
f Predictors: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded, satisfaction with job recoded, satisfaction with public safety recoded, satisfaction with health services recoded, satisfaction with recreation facilities recoded
g Predictors: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded, satisfaction with job recoded, satisfaction with public safety recoded, satisfaction with health services recoded, satisfaction with recreation facilities recoded, satisfaction with job opportunities recoded

ANOVA(h)
Model
Sum of Squares df Mean Square F Sig.
1 Regression 633.683 1 633.683 1708.746 .000(a)
Residual 6435.462 17353 .371

Total 7069.145 17354


2 Regression 898.476 2 449.238 1263.294 .000(b)
Residual 6170.669 17352 .356

Total 7069.145 17354


3 Regression 1078.750 3 359.583 1041.547 .000(c)
Residual 5990.395 17351 .345

Total 7069.145 17354


4 Regression 1172.490 4 293.122 862.489 .000(d)
Residual 5896.655 17350 .340

Total 7069.145 17354


5 Regression 1233.034 5 246.607 733.105 .000(e)
Residual 5836.111 17349 .336

Total 7069.145 17354


6 Regression 1260.502 6 210.084 627.448 .000(f)
Residual 5808.643 17348 .335

Total 7069.145 17354


7 Regression 1281.595 7 183.085 548.773 .000(g)
Residual 5787.550 17347 .334

Total 7069.145 17354


a Predictors: (Constant), satisfaction with education in community recoded
b Predictors: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded
c Predictors: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded, satisfaction with job recoded
d Predictors: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded, satisfaction with job recoded, satisfaction with public safety recoded
e Predictors: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded, satisfaction with job recoded, satisfaction with public safety recoded, satisfaction with health services recoded
f Predictors: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded, satisfaction with job recoded, satisfaction with public safety recoded, satisfaction with health services recoded, satisfaction with recreation facilities recoded
g Predictors: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded, satisfaction with job recoded, satisfaction with public safety recoded, satisfaction with health services recoded, satisfaction with recreation facilities recoded, satisfaction with job opportunities recoded
h Dependent Variable: satisfaction with life as a whole recoded



Coefficients(a)
Model
Unstandardized Coefficients Standardized Coefficients t Sig.
B Std. Error Beta
1 (Constant) 1.968 .013
154.239 .000
satisfaction with education in community recoded .250 .006 .299 41.337 .000
2 (Constant) 1.630 .018
92.675 .000
satisfaction with education in community recoded .214 .006 .256 35.253 .000
satisfaction with amt fish and game avail locally recoded .172 .006 .198 27.288 .000
3 (Constant) 1.345 .021
62.991 .000
satisfaction with education in community recoded .198 .006 .237 32.949 .000
satisfaction with amt fish and game avail locally recoded .160 .006 .184 25.655 .000
satisfaction with job recoded .145 .006 .162 22.851 .000
4 (Constant) 1.221 .022
54.313 .000
satisfaction with education in community recoded .176 .006 .210 28.705 .000
satisfaction with amt fish and game avail locally recoded .151 .006 .174 24.340 .000
satisfaction with job recoded .142 .006 .159 22.580 .000
satisfaction with public safety recoded .102 .006 .119 16.608 .000
5 (Constant) 1.164 .023
51.149 .000
satisfaction with education in community recoded .140 .007 .167 20.931 .000
satisfaction with amt fish and game avail locally recoded .147 .006 .169 23.675 .000
satisfaction with job recoded .134 .006 .150 21.433 .000
satisfaction with public safety recoded .089 .006 .104 14.371 .000
satisfaction with health services recoded .091 .007 .107 13.416 .000
6 (Constant) 1.112 .023
47.515 .000
satisfaction with education in community recoded .130 .007 .156 19.345 .000
satisfaction with amt fish and game avail locally recoded .138 .006 .158 21.926 .000
satisfaction with job recoded .135 .006 .151 21.573 .000
satisfaction with public safety recoded .073 .006 .086 11.430 .000
satisfaction with health services recoded .085 .007 .099 12.493 .000
satisfaction with recreation facilities recoded .067 .007 .070 9.058 .000
7 (Constant) 1.107 .023
47.340 .000
satisfaction with education in community recoded .125 .007 .149 18.440 .000
satisfaction with amt fish and game avail locally recoded .133 .006 .153 21.193 .000
satisfaction with job recoded .126 .006 .141 19.909 .000
satisfaction with public safety recoded .068 .006 .080 10.592 .000
satisfaction with health services recoded .076 .007 .089 11.114 .000
satisfaction with recreation facilities recoded .061 .007 .063 8.185 .000
satisfaction with job opportunities recoded .057 .007 .060 7.951 .000
a Dependent Variable: satisfaction with life as a whole recoded

Excluded Variables(g)
Model
Beta In t Sig. Partial Correlation Collinearity Statistics
Tolerance
1 satisfaction with amt fish and game avail locally recoded .198(a) 27.288 .000 .203 .953
satisfaction with job opportunities recoded .153(a) 20.453 .000 .153 .919
satisfaction with job recoded .177(a) 24.657 .000 .184 .982
satisfaction with health services recoded .156(a) 19.260 .000 .145 .784
satisfaction with recreation facilities recoded .143(a) 19.026 .000 .143 .907
satisfaction with public safety recoded .140(a) 18.966 .000 .143 .938
2 satisfaction with job opportunities recoded .127(b) 17.165 .000 .129 .901
satisfaction with job recoded .162(b) 22.851 .000 .171 .975
satisfaction with health services recoded .140(b) 17.576 .000 .132 .780
satisfaction with recreation facilities recoded .109(b) 14.471 .000 .109 .876
satisfaction with public safety recoded .124(b) 16.970 .000 .128 .931
3 satisfaction with job opportunities recoded .099(c) 13.338 .000 .101 .870
satisfaction with health services recoded .125(c) 15.785 .000 .119 .773
satisfaction with recreation facilities recoded .108(c) 14.543 .000 .110 .876
satisfaction with public safety recoded .119(c) 16.608 .000 .125 .931
4 satisfaction with job opportunities recoded .082(d) 10.921 .000 .083 .848
satisfaction with health services recoded .107(d) 13.416 .000 .101 .754
satisfaction with recreation facilities recoded .079(d) 10.288 .000 .078 .804
5 satisfaction with job opportunities recoded .067(e) 8.847 .000 .067 .825
satisfaction with recreation facilities recoded .070(e) 9.058 .000 .069 .797
6 satisfaction with job opportunities recoded .060(f) 7.951 .000 .060 .815
a Predictors in the Model: (Constant), satisfaction with education in community recoded
b Predictors in the Model: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded
c Predictors in the Model: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded, satisfaction with job recoded
d Predictors in the Model: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded, satisfaction with job recoded, satisfaction with public safety recoded
e Predictors in the Model: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded, satisfaction with job recoded, satisfaction with public safety recoded, satisfaction with health services recoded
f Predictors in the Model: (Constant), satisfaction with education in community recoded, satisfaction with amt fish and game avail locally recoded, satisfaction with job recoded, satisfaction with public safety recoded, satisfaction with health services recoded, satisfaction with recreation facilities recoded
g Dependent Variable: satisfaction with life as a whole recoded