PHỤ LỤC 3
KẾT QUẢ PHÂN TÍCH NHÂN TỐ KHÁM PHÁ EFA
Phân tích nhân tố EFA lần 1
KMO and Bartlett's Test
.774 | ||
Bartlett's Test of Sphericity | Approx. Chi- Square | 665.702 |
df | 550 | |
Sig. | .000 |
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Communalities
Initial | Extraction | |
TC1 | 1.000 | .904 |
TC2 | 1.000 | .883 |
TC3 | 1.000 | .966 |
TC4 | 1.000 | .913 |
TC5 | 1.000 | .963 |
PT1 | 1.000 | .903 |
PT2 | 1.000 | .951 |
PT3 | 1.000 | .987 |
PT4 | 1.000 | .966 |
DC1 | 1.000 | .920 |
DC2 | 1.000 | .942 |
DC3 | 1.000 | .970 |
DC4 | 1.000 | .961 |
DC5 | 1.000 | .979 |
NL1 | 1.000 | .532 |
NL2 | 1.000 | .837 |
NL3 | 1.000 | .740 |
NL4 | 1.000 | .617 |
DU1 | 1.000 | .950 |
DU2 | 1.000 | .988 |
DU3 | 1.000 | .961 |
DU4 | 1.000 | .975 |
Extraction Method: Principal Component Analysis.
Total Variance Explained
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 | 11.469 | 52.133 | 52.133 | 11.469 | 52.133 | 52.133 | 6.060 | 27.544 | 27.544 |
2 | 2.735 | 12.434 | 64.567 | 2.735 | 12.434 | 64.567 | 4.075 | 18.523 | 46.067 |
3 | 2.400 | 10.910 | 75.477 | 2.400 | 10.910 | 75.477 | 3.838 | 17.447 | 63.515 |
4 | 1.798 | 8.174 | 83.651 | 1.798 | 8.174 | 83.651 | 3.134 | 14.244 | 77.759 |
5 | 1.406 | 6.389 | 90.040 | 1.406 | 6.389 | 90.040 | 2.702 | 12.280 | 90.040 |
6 | .750 | 3.408 | 93.448 | ||||||
7 | .699 | 1.782 | 95.230 | ||||||
8 | .591 | 1.432 | 96.661 | ||||||
9 | .575 | 1.301 | 97.963 | ||||||
10 | .475 | .858 | 98.821 | ||||||
11 | .422 | .769 | 99.190 | ||||||
12 | .343 | .657 | 99.447 | ||||||
13 | .311 | .558 | 99.605 | ||||||
14 | .259 | .417 | 99.723 | ||||||
15 | .214 | .400 | 99.822 | ||||||
16 | .221 | .373 | 99.895 | ||||||
17 | .191 | .369 | 99.930 | ||||||
18 | .190 | .257 | 99.961 | ||||||
19 | .152 | .158 | 99.979 | ||||||
20 | .103 | .117 | 99.992 | ||||||
21 | .101 | .100 | 99.997 | ||||||
22 | .091 | .073 | 100.000 |
Extraction Method: Principal Component Analysis.
Component Matrixa
Component | |||||
1 | 2 | 3 | 4 | 5 | |
DU1 | .881 | ||||
TC2 | .876 | ||||
PT2 | .870 | ||||
DC2 | .853 | ||||
TC3 | .842 | ||||
PT3 | .840 | ||||
DU2 | .830 | ||||
DC3 | .827 | ||||
DU3 | .820 | ||||
TC4 | .820 | ||||
PT4 | .819 | ||||
DC4 | .788 | ||||
DU4 | .734 | .650 | |||
DC5 | .732 | .649 | |||
TC5 | .720 | .652 | |||
TC1 | .671 | .509 | |||
PT1 | .666 | .532 | |||
DC1 | .665 | .547 | |||
NL2 | .769 | ||||
NL3 | .678 | .522 | |||
NL1 | .630 | ||||
NL4 | .560 |
Extraction Method: Principal Component Analysis.
a. 5 components extracted.
Component | ||||||
1 | 2 | 3 | 4 | 5 | ||
TC1 | .877 | |||||
TC2 | .876 | |||||
TC3 | .875 | |||||
TC4 | .845 | |||||
TC5 | .763 | |||||
PT2 | .757 | .562 | ||||
DC2 | .754 | .561 | ||||
DC1 | .827 | |||||
DC3 | .891 |
.875 | |||||
DC5 | .867 | ||||
DU1 | .867 | ||||
DU2 | .867 | ||||
DU3 | .862 | ||||
DU4 | .862 | ||||
PT1 | .886 | ||||
PT3 | .884 | ||||
PT4 | .884 | ||||
NL2 | .906 | ||||
NL3 | .859 | ||||
NL4 | .764 | ||||
NL1 | .715 | ||||
Extraction Method: Principal Component Analysis. Rotation Method: Varimax with Kaiser Normalization. | |||||
a. Rotation converged in 9 iterations. |
Component Transformation Matrix
1 | 2 | 3 | 4 | 5 | |
1 | .648 | .445 | .483 | .374 | .098 |
2 | -.412 | .419 | .050 | -.060 | .806 |
3 | .420 | -.670 | -.154 | .117 | .581 |
4 | -.237 | .049 | -.399 | .883 | -.056 |
5 | .422 | .419 | -.763 | -.253 | .027 |
Extraction Method: Principal Component Analysis. Rotation Method: Varimax with Kaiser Normalization.
Phân tích nhân tố khám phá EFA lần 2
KMO and Bartlett's Test
.757 | ||
Bartlett's Test of Sphericity | Approx. Chi-Square | 1274.702 |
df | 495 | |
Sig. | .000 |
Communalities
Initial | Extraction | |
TC1 | 1.000 | .929 |
TC2 | 1.000 | .878 |
TC3 | 1.000 | .964 |
TC4 | 1.000 | .932 |
TC5 | 1.000 | .964 |
PT1 | 1.000 | .911 |
PT3 | 1.000 | .989 |
PT4 | 1.000 | .974 |
DC1 | 1.000 | .930 |
DC3 | 1.000 | .972 |
DC4 | 1.000 | .968 |
DC5 | 1.000 | .987 |
NL1 | 1.000 | .530 |
NL2 | 1.000 | .837 |
NL3 | 1.000 | .740 |
NL4 | 1.000 | .617 |
DU1 | 1.000 | .904 |
DU2 | 1.000 | .990 |
DU3 | 1.000 | .966 |
DU4 | 1.000 | .985 |
Extraction Method: Principal Component Analysis.
Total Variance Explained
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 | 10.020 | 50.100 | 50.100 | 10.020 | 50.100 | 50.100 | 4.989 | 24.947 | 24.947 |
2 | 2.735 | 13.676 | 63.776 | 2.735 | 13.676 | 63.776 | 3.808 | 19.039 | 43.986 |
3 | 2.396 | 11.981 | 75.757 | 2.396 | 11.981 | 75.757 | 3.538 | 17.689 | 61.675 |
4 | 1.744 | 8.722 | 84.479 | 1.744 | 8.722 | 84.479 | 2.938 | 14.688 | 76.363 |
5 | 1.072 | 5.361 | 89.840 | 1.102 | 5.361 | 89.840 | 2.695 | 13.477 | 89.840 |
6 | .849 | 3.747 | 93.586 | ||||||
7 | .775 | 1.876 | 95.462 | ||||||
8 | .689 | 1.555 | 97.017 | ||||||
9 | .521 | 1.076 | 98.094 | ||||||
10 | .515 | .933 | 99.027 | ||||||
11 | .495 | .830 | 99.401 |
.452 | .761 | 99.647 | |||||||
13 | .383 | .699 | 99.777 | ||||||
14 | .361 | .591 | 99.872 | ||||||
15 | .289 | .575 | 99.916 | ||||||
16 | .221 | .475 | 99.952 | ||||||
17 | .191 | .422 | 99.973 | ||||||
18 | .190 | .343 | 99.987 | ||||||
19 | .152 | .311 | 99.997 | ||||||
20 | .101 | .203 | 100.000 |
Extraction Method: Principal Component Analysis.
Component | ||||||
1 | 2 | 3 | 4 | 5 | ||
PT3 | .854 | |||||
DU2 | .853 | |||||
TC3 | .844 | |||||
TC2 | .842 | |||||
DU1 | .839 | |||||
DC3 | .819 | |||||
PT4 | .819 | |||||
TC4 | .818 | |||||
DU3 | .816 | |||||
DC4 | .793 | |||||
TC5 | .764 | .585 | ||||
DU4 | .762 | .584 | ||||
DC5 | .753 | .581 | ||||
TC1 | .663 | .513 | ||||
PT1 | .660 | .551 | ||||
DC1 | .655 | .535 | ||||
NL2 | .768 | |||||
NL3 | .676 | .523 | ||||
NL1 | .629 | |||||
NL4 | .558 | |||||
Extraction Method: Principal Component Analysis. | ||||||
a. 5 components extracted. |
Component | |||||
1 | 2 | 3 | 4 | 5 | |
TC2 | .903 | ||||
TC3 | .899 | ||||
TC1 | .899 | ||||
TC4 | .886 | ||||
TC5 | .709 | ||||
DC1 | .703 | ||||
DC3 | .877 | ||||
DC4 | .876 | ||||
DC5 | .874 | ||||
DU1 | .864 | ||||
DU2 | .896 | ||||
DU3 | .895 | ||||
DU4 | .872 | ||||
PT1 | .883 | ||||
PT3 | .883 | ||||
PT4 | .873 | ||||
NL2 | .906 | ||||
NL3 | .859 | ||||
NL4 | .764 | ||||
NL1 | .715 |
Extraction Method: Principal Component Analysis. Rotation Method: Varimax with Kaiser Normalization.
a. Rotation converged in 7 iterations.
Component Transformation Matrix
1 | 2 | 3 | 4 | 5 | |
1 | .607 | .522 | .431 | .403 | .104 |
2 | -.442 | .056 | .395 | -.037 | .803 |
3 | .471 | -.180 | -.633 | .051 | .585 |
4 | -.087 | -.604 | .135 | .780 | -.037 |
5 | .456 | -.572 | .489 | -.475 | .028 |
Extraction Method: Principal Component Analysis. Rotation Method: Varimax with Kaiser Normalization.
PHỤ LỤC 4
KẾT QUẢ PHÂN TÍCH BIẾN ĐỘC LẬP
KMO and Bartlett's Test
.716 | ||
Bartlett's Test of Sphericity | Approx. Chi-Square | 718.450 |
df | 3 | |
Sig. | .000 |
Communalities
Initial | Extraction | |
HL1 | 1.000 | .814 |
HL2 | 1.000 | .722 |
HL3 | 1.000 | .767 |
Extraction Method: Principal Component Analysis.
Total Variance Explained
Initial Eigenvalues | Extraction Sums of Squared Loadings | |||||
Total | % of Variance | Cumulative % | Total | % of Variance | Cumulative % | |
1 | 2.303 | 76.774 | 76.774 | 2.303 | 76.774 | 76.774 |
2 | .416 | 13.869 | 90.643 | |||
3 | .281 | 9.357 | 100.000 |
Extraction Method: Principal Component Analysis.
Component Matrixa
Component | |
1 | |
HL1 | .902 |
HL3 | .876 |
HL2 | .850 |
a. 1 components extracted. |
Rotated Component Matrixa |
a. Only one component was extracted. The solution cannot be rotated. |
PHỤ LỤC 5
KẾT QUẢ PHÂN TÍCH HỒI QUY
Descriptive Statistics
Mean | Std. Deviation | N | |
HL | 3.30 | .870 | 550 |
TC | 3.25 | .883 | 550 |
PT | 3.23 | .863 | 550 |
DC | 3.17 | .879 | 550 |
NL | 3.30 | .873 | 550 |
DU | 3.28 | .847 | 550 |
Correlations
HL | TC | PT | DC | NL | DU | ||
Pearson Correlation | HL | 1.000 | .933 | .922 | .834 | .079 | .957 |
TC | .928 | 1.000 | .967 | .931 | .107 | .977 | |
PT | .918 | .977 | 1.000 | .977 | .104 | .939 | |
DC | .879 | .991 | .947 | 1.000 | .107 | .955 | |
NL | .098 | .109 | .105 | .108 | 1.000 | .099 | |
DU | .957 | .973 | .944 | .947 | .089 | 1.000 | |
Sig. (1- tailed) | HL | .000 | .000 | .000 | .023 | .000 | |
TC | .000 | 0.000 | 0.000 | .006 | 0.000 | ||
PT | .000 | 0.000 | .000 | .008 | .000 | ||
DC | .000 | 0.000 | .000 | .007 | .000 | ||
NL | .023 | .006 | .007 | .006 | .012 | ||
DU | .000 | 0.000 | .000 | .000 | .012 | ||
N | HL | 550 | 550 | 550 | 550 | 550 | 550 |
TC | 550 | 550 | 550 | 550 | 550 | 550 | |
PT | 550 | 550 | 550 | 550 | 550 | 550 | |
DC | 550 | 550 | 550 | 550 | 550 | 550 | |
NL | 550 | 550 | 550 | 550 | 550 | 550 | |
DU | 550 | 550 | 550 | 550 | 550 | 550 |
Variables Entered/Removeda
Variables Entered | Variables Removed | Method | |
1 | DU, NL, PT, DC, TCb | Enter |
a. Dependent Variable: HL
b. All requested variables entered.
Model Summaryb
R | R Square | Adjusted R Square | Std. Error of the Estimate | Durbin- Watson | |
1 | .971a | .894 | .899 | .206 | 1.665 |
a. Predictors: (Constant), DU, NL, PT, DC, TC
b. Dependent Variable: HL
ANOVAa
Sum of Squares | df | Mean Square | F | Sig. | ||
1 | Regression | 380.398 | 5 | 76.089 | 1806.528 | .000b |
Residual | 21.671 | 516 | .043 | |||
Total | 402.069 | 521 |
a. Dependent Variable: HL
b. Predictors: (Constant), DU, NL, PT, DC, TC
Model | Unstandardized Coefficients | Standardized Coefficients | t | Sig. | Collinearity Statistics | |||
B | Std. Error | Beta | Tolerance | VIF | ||||
1 | (Constant) | .088 | .066 | 1.920 | .057 | |||
TC | .488 | .079 | .469 | 6.491 | .000 | .938 | 1.034 | |
PT | .752 | .053 | .747 | 18.181 | .000 | .972 | 1.005 | |
DC | .453 | .058 | .429 | 7.972 | .000 | .946 | 1.014 | |
NL | .005 | .015 | .004 | .438 | .056 | .967 | 1.047 | |
DU | .106 | .049 | .539 | 25.819 | .000 | .973 | 1.011 |
a. Dependent Variable: HL
Collinearity Diagnosticsa
Eigenvalue | Condition Index | Variance Proportions | |||||||
(Constant) | TC | PT | DC | NL | DU | ||||
1 | 1 | 5.867 | 1.000 | .00 | .00 | .00 | .00 | .00 | .00 |
2 | .108 | 7.373 | .05 | .00 | .00 | .00 | .34 | .00 | |
3 | .029 | 14.490 | .95 | .00 | .00 | .00 | .65 | .00 | |
4 | .006 | 35.631 | .01 | .00 | .52 | .00 | .00 | .35 | |
5 | .002 | 48.666 | .01 | .00 | .30 | .64 | .00 | .34 | |
6 | .001 | 79.923 | .00 | .98 | .18 | .37 | .00 | .33 |
a. Dependent Variable: HL
Residuals Statisticsa
Minimum | Maximum | Mean | Std. Deviation | N | |
Predicted Value | 1.48 | 4.94 | 3.30 | .876 | 550 |
Residual | -1.634 | .780 | .000 | .205 | 550 |
Std. Predicted Value | -1.998 | 2.016 | .000 | 1.000 | 550 |
Std. Residual | -7.906 | 3.877 | .000 | .996 | 550 |
a. Dependent Variable: HL