Total variance explained
Component
Initial Eigenvalues | Extraction Sums of Squared Loadings | Rotation Sums of Squared Loadings | |||||||
Total | % of Variance | cumulative % | Total | % of Variance | cumulative % | Total | % of Variance | cumulative % | |
1 | 5,361 | 26,804 | 26,804 | 5,361 | 26,804 | 26,804 | 3,419 | 17,096 | 17,096 |
2 | 3,896 | 19,481 | 46,285 | 3,896 | 19,481 | 46,285 | 3.101 | 15,507 | 32,603 |
3 | 2,242 | 11,212 | 57,497 | 2,242 | 11,212 | 57,497 | 2,962 | 14,811 | 47,413 |
4 | 1,696 | 8,481 | 65,977 | 1,696 | 8,481 | 65,977 | 2,783 | 13,917 | 61,331 |
5 | 1,513 | 7,567 | 73,544 | 1,513 | 7,567 | 73,544 | 2,443 | 12,214 | 73,544 |
6 | .770 | 3,850 | 77,394 | ||||||
7 | .639 | 3,196 | 80,590 | ||||||
8 | .559 | 2,793 | 83,383 | ||||||
9 | .528 | 2,638 | 86,021 | ||||||
10 | .479 | 2,394 | 88,415 | ||||||
11 | .402 | 2.009 | 90,424 | ||||||
12 | .358 | 1,789 | 92,212 | ||||||
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13
.313 | 1,564 | 93,777 | ||||||
14 | .239 | 1,196 | 94,973 | |||||
15 | .232 | 1.161 | 96,134 | |||||
16 | .213 | 1,065 | 97,199 | |||||
17 | .184 | .920 | 98,119 | |||||
18 | .162 | .811 | 98,930 | |||||
19 | .138 | .690 | 99,619 | |||||
20 | .076 | .381 | 100,000 |
Extraction Method: Principal Component Analysis.
Factor rotation matrix
Component | |||||
1 | 2 | 3 | 4 | 5 | |
PE2 | .860 | ||||
PE1 | .849 | ||||
PE3 | .780 | ||||
PE4 | .764 | ||||
PE5 | .719 | ||||
TR1 | .864 | ||||
TR3 | .859 | ||||
TR2 | .821 | ||||
TR4 | .782 | ||||
FC1 | .839 | ||||
FC2 | .828 | ||||
FC3 | .821 | ||||
FC4 | .753 | ||||
EE1 | .870 | ||||
EE4 | .857 | ||||
EE3 | .783 | ||||
EE2 | .756 | ||||
SI2 | .891 | ||||
SI3 | .878 | ||||
SI1 | .865 | ||||
2. Factor analysis for dependent variable
KMO and Bartlett's Test
Kaiser-Meyer-Olkin Measure of Sampling Adequacy.
.578 | ||
Bartlett's Test of Sphericity | Approx. Chi-Square | 129,639 |
df | 3 | |
Sig. | .000 |
Communalities
Initial common part (Initial) | Excerpt (Extraction) | |
BI1 | 1,000 | .749 |
BI2 | 1,000 | .331 |
BI3 | 1,000 | .748 |
Extraction Method: Principal Component Analysis.
Total extracted variance
Component
Initial Eigenvalues | Extraction Sums of Squared Loadings | |||||
Total | % of Variance | cumulative % | Total | % of Variance | cumulative % | |
1 | 1,828 | 60,949 | 60,949 | 1,828 | 60,949 | 60,949 |
2 | .817 | 27,221 | 88,169 | |||
3 | .355 | 11,831 | 100,000 | |||
Extraction Method: Principal Component Analysis.
Component Matrix a
Component | |
1 | |
BI1 | .865 |
BI3 | .865 |
BI2 | .576 |
Appendix 11. Regression analysis
Variables Entered/Removed a
Model
Variables Entered | Variables Removed | Method | |
1 | TR, EE, SI, PE, FC b | . | Enter |
a. Dependent Variable: BI
b. All requested variables entered.
General model
Model
R | R Square | Adjusted R Square | Std. Error of the Estimate | |
1 | .715a | .511 | .499 | .40838 |
a. Predictors: (Constant), TR, EE, SI, PE, FC
ANOVA a
Model
Sum of Squares | df | Mean Square | F | Sig. | ||
1 | Regression | 35,067 | 5 | 7.013 | 42,053 | .000 b |
Residual | 33,522 | 201 | .167 | |||
Total | 68,589 | 206 |
a. Dependent Variable: BI
b. Predictors: (Constant), TR, EE, SI, PE, FC
Coefficients a
Model
Unstandardized Coefficients | Standardized Coefficients | t | Sig. | Collinearity Statistics | ||||
B | Std. Error | Beta | Tolerance | VIF | ||||
1 | (Constant) | -.245 | .301 | -.813 | .417 | |||
PE | .337 | .054 | .334 | 6.191 | .000 | .837 | 1,194 | |
EE | .220 | .049 | .237 | 4,532 | .000 | .887 | 1,128 | |
SI | .295 | .045 | .346 | 6,498 | .000 | .857 | 1,167 | |
FC | .095 | .041 | .137 | 2,346 | .020 | .716 | 1,396 | |
TR | .117 | .041 | .171 | 2,893 | .004 | .699 | 1,431 | |
a. Dependent Variable: BI





