6.96 | 5.557 | .720 | .939 | |
BI3 | 6.86 | 5.153 | .862 | .824 |
BI4 | 6.85 | 4.863 | .860 | .823 |
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PHỤ LỤC 6: PHÂN TÍCH NHÂN TỐ KHÁM PHÁ (EFA)
1. Kết quả chạy EFA lần 1
Kaiser-Meyer-Olkin Measure of Sampling Adequacy. | .949 | |
Approx. Chi-Square | 3954.467 | |
Bartlett's Test of Sphericity | df | 300 |
Sig. | .000 |
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 | 13.357 | 53.429 | 53.429 | 13.357 | 53.429 | 53.429 | 7.584 | 30.334 | 30.334 |
2 | 2.138 | 8.551 | 61.981 | 2.138 | 8.551 | 61.981 | 5.276 | 21.105 | 51.440 |
3 | 1.241 | 3.763 | 65.744 | .941 | 3.763 | 65.744 | 3.576 | 14.304 | 65.744 |
4 | .873 | 3.494 | 69.238 | ||||||
5 | .741 | 2.965 | 72.203 | ||||||
6 | .690 | 2.759 | 74.962 | ||||||
7 | .575 | 2.301 | 77.263 | ||||||
8 | .566 | 2.264 | 79.527 | ||||||
9 | .519 | 2.074 | 81.601 | ||||||
10 | .456 | 1.825 | 83.425 | ||||||
11 | .438 | 1.751 | 85.176 | ||||||
12 | .432 | 1.726 | 86.903 | ||||||
13 | .388 | 1.554 | 88.457 | ||||||
14 | .381 | 1.525 | 89.981 | ||||||
15 | .335 | 1.339 | 91.320 | ||||||
16 | .308 | 1.231 | 92.551 | ||||||
17 | .269 | 1.075 | 93.626 | ||||||
18 | .264 | 1.055 | 94.681 | ||||||
19 | .255 | 1.022 | 95.703 | ||||||
20 | .229 | .917 | 96.620 | ||||||
21 | .213 | .853 | 97.473 | ||||||
22 | .202 | .807 | 98.280 | ||||||
23 | .160 | .639 | 98.919 | ||||||
24 | .145 | .578 | 99.498 | ||||||
25 | .126 | .502 | 100.000 |
Extraction Method: Principal Component Analysis.
Rotated Component Matrixa
Component | |||
1 | 2 | 3 | |
RE 3 | .798 | .227 | .085 |
RE 4 | .790 | .194 | .214 |
RE 1 | .713 | .467 | .120 |
RE 2 | .691 | .443 | .140 |
ER2 | .687 | .392 | .182 |
BP4 | .669 | .452 | .153 |
BP3 | .663 | .474 | .130 |
ER5 | .647 | .166 | .323 |
ER1 | .631 | .422 | .251 |
ER3 | .611 | .453 | .247 |
ER4 | .596 | .395 | .313 |
QP5 | .591 | .518 | .106 |
BP1 | .548 | .424 | .215 |
QP6 | .548 | .445 | .304 |
QP1 | .314 | .764 | .094 |
QP2 | .484 | .697 | .075 |
QP3 | .447 | .644 | .229 |
QP4 | .506 | .606 | .154 |
BP2 | .562 | .602 | .141 |
MP6 | .355 | .581 | .353 |
MP3 | .052 | .159 | .807 |
MP1 | .325 | -.066 | .795 |
MP5 | .021 | .283 | .738 |
MP2 | .329 | .069 | .727 |
MP4 | .192 | .559 | .589 |
Extraction Method: Principal Component Analysis.
Rotation Method: Varimax with Kaiser Normalization.
a. Rotation converged in 6 iterations.
2. Kết quả chạy EFA sau khi loại các biến Loai BP1, QP6, MP6, MP4, QP5, ER4:
Rotated Component Matrixa
Component | |||
1 | 2 | 3 | |
RE 3 | .803 | .211 | .093 |
RE 4 | .771 | .216 | .229 |
RE 1 | .761 | .412 | .109 |
RE 2 | .726 | .414 | .141 |
BP4 | .706 | .409 | .156 |
BP3 | .702 | .425 | .132 |
ER5 | .654 | .169 | .327 |
ER2 | .652 | .426 | .207 |
ER1 | .622 | .424 | .254 |
BP2 | .598 | .559 | .144 |
ER3 | .574 | .491 | .254 |
QP1 | .272 | .828 | .117 |
QP2 | .440 | .759 | .094 |
QP3 | .409 | .704 | .257 |
QP4 | .492 | .629 | .170 |
MP3 | -.008 | .229 | .826 |
MP1 | .263 | .005 | .821 |
MP2 | .280 | .103 | .750 |
MP5 | .126 | .144 | .707 |
Extraction Method: Principal Component Analysis.
Rotation Method: Varimax with Kaiser Normalization.
a. Rotation converged in 6 iterations.
3. Kết quả EFA sau khi loại thêm các biến Loại ER3, BP2, Loại ER1
Rotated Component Matrixa
Component | |||
1 | 2 | 3 | |
RE 3 | .809 | .210 | .097 |
RE 1 | .771 | .405 | .113 |
RE 4 | .771 | .216 | .233 |
RE 2 | .740 | .407 | .146 |
BP4 | .723 | .395 | .166 |
BP3 | .714 | .389 | .146 |
ER5 | .654 | .164 | .329 |
ER2 | .644 | .416 | .210 |
QP1 | .287 | .827 | .122 |
QP2 | .450 | .760 | .096 |
QP3 | .419 | .707 | .259 |
QP4 | .507 | .630 | .172 |
MP3 | -.008 | .224 | .826 |
MP1 | .257 | .000 | .823 |
MP2 | .278 | .089 | .753 |
MP5 | .129 | .147 | .710 |
Extraction Method: Principal Component Analysis.
Rotation Method: Varimax with Kaiser Normalization.
a. Rotation converged in 6 iterations.
4. Kết quả chạy EFA lần cuối và loại thêm ER2:
Kaiser-Meyer-Olkin Measure of Sampling Adequacy. | .917 | |
Approx. Chi-Square | 2076.519 | |
Bartlett's Test of Sphericity | df | 105 |
Sig. | .000 |
Total Variance Explained
Initial Eigenvalues | Extraction Sums of Squared Loadings | Rotation Sums of Squared Loadings | |||||||
Total | % of Variance | Cumul ative % | Total | % of Variance | Cumulati ve % | Total | % of Variance | Cumulative % | |
1 | 7.728 | 51.522 | 51.522 | 7.728 | 51.522 | 51.522 | 4.682 | 31.216 | 31.216 |
2 | 1.958 | 13.052 | 64.574 | 1.958 | 13.052 | 64.574 | 3.057 | 20.379 | 51.595 |
3 | 1.173 | 5.822 | 70.396 | .873 | 5.822 | 70.396 | 2.820 | 18.802 | 70.396 |
4 | .664 | 4.428 | 74.824 | ||||||
5 | .566 | 3.770 | 78.595 | ||||||
6 | .537 | 3.582 | 82.177 | ||||||
7 | .518 | 3.451 | 85.628 | ||||||
8 | .394 | 2.628 | 88.256 | ||||||
9 | .368 | 2.453 | 90.709 | ||||||
10 | .312 | 2.083 | 92.792 | ||||||
11 | .297 | 1.978 | 94.770 | ||||||
12 | .218 | 1.453 | 96.223 | ||||||
13 | .214 | 1.429 | 97.652 | ||||||
14 | .192 | 1.281 | 98.933 | ||||||
15 | .160 | 1.067 | 100.00 0 |
Extraction Method: Principal Component Analysis.
Component | |||
1 | 2 | 3 | |
RE 3 | .804 | .220 | .100 |
RE 4 | .768 | .226 | .236 |
RE 1 | .767 | .413 | .116 |
RE 2 | .742 | .415 | .148 |
BP4 | .724 | .403 | .168 |
BP3 | .711 | .396 | .149 |
ER5 | .654 | .170 | .331 |
QP1 | .273 | .832 | .125 |
QP2 | .442 | .766 | .099 |
QP3 | .412 | .712 | .262 |
QP4 | .504 | .634 | .174 |
MP3 | -.009 | .222 | .826 |
MP1 | .251 | .003 | .824 |
MP2 | .274 | .092 | .754 |
MP5 | .127 | .147 | .711 |
Rotated Component Matrixa
Extraction Method: Principal Component Analysis.
Rotation Method: Varimax with Kaiser Normalization.
a. Rotation converged in 5 iterations.
PHỤ LỤC 7: KẾT QUẢ PHÂN TÍCH TƯƠNG QUAN
Correlations
FAC1_1 | FAC2_1 | FAC3_1 | FAC1_2 | ||
Pearson Correlation | 1 | .000 | .000 | .729** | |
FAC1_1 | Sig. (2-tailed) | 1.000 | 1.000 | .000 | |
N | 204 | 204 | 204 | 203 | |
Pearson Correlation | .000 | 1 | .000 | .349** | |
FAC2_1 | Sig. (2-tailed) | 1.000 | 1.000 | .000 | |
N | 204 | 204 | 204 | 203 | |
Pearson Correlation | .000 | .000 | 1 | .239** | |
FAC3_1 | Sig. (2-tailed) | 1.000 | 1.000 | .001 | |
N | 204 | 204 | 204 | 203 | |
Pearson Correlation | .729** | .349** | .239** | 1 | |
FAC1_2 | Sig. (2-tailed) | .000 | .000 | .001 | |
N | 203 | 203 | 203 | 203 |
**. Correlation is significant at the 0.01 level (2-tailed).
PHỤ LỤC 8: KẾT QUẢ PHÂN TÍCH HỒI QUI TUYẾN TÍNH
Model Summaryb
R | R Square | Adjusted R Square | Std. Error of the Estimate | Durbin-Watson | |
1 | .842a | .710 | .705 | .54292302 | 1.779 |
a. Predictors: (Constant), HA, QP, MP
b. Dependent Variable: BI
ANOVAa
Sum of Squares | df | Mean Square | F | Sig. | ||
Regression | 143.342 | 3 | 47.781 | 162.097 | .000b | |
1 | Residual | 58.658 | 199 | .295 | ||
Total | 202.000 | 202 |
a. Dependent Variable: BI
b. Predictors: (Constant), HA, QP, MP
Coefficientsa
Unstandardized Coefficients | Standardized Coefficients | t | Sig. | Collinearity Statistics | |||
B | Std. Error | Beta | Tolerance | VIF | |||
(Constant) | .005 | .038 | .122 | .903 | |||
FAC1_1 | .730 | .038 | .729 | 19.081 | .000 | 1.000 | 1.000 |
1 | |||||||
FAC2_1 | .351 | .038 | .352 | 9.205 | .000 | 1.000 | 1.000 |
FAC3_1 | .233 | .038 | .232 | 6.085 | .000 | 1.000 | 1.000 |
a. Dependent Variable: BI