21
.174 | .645 | 97,341 | |||||||
22 | .145 | .539 | 97,879 | ||||||
23 | .134 | .498 | 98,377 | ||||||
24 | .126 | .465 | 98,842 | ||||||
25 | .109 | .403 | 99,245 | ||||||
26 | .107 | .395 | 99,640 | ||||||
27 | .097 | .360 | 100,000 | ||||||
Extraction Method: Principal Component Analysis. | |||||||||
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Rotated Component Matrix a
Component | ||||
1 | 2 | 3 | 4 | |
PQ21 | .819 | |||
PQ16 | .807 | |||
PQ20 | .799 | |||
PQ19 | .799 | |||
PQ14 | .792 | |||
PQ15 | .780 | |||
PQ17 | .774 | |||
PQ22 | .738 | |||
PQ18 | .735 | |||
BL29 | .726 | |||
BL26 | .709 | |||
BL24 | .706 | |||
BL28 | .696 | |||
BL27 | .689 | |||
BL25 | .662 | |||
BL23 | .601 | |||
BAS13 | .736 | |||
BAS12 | .689 | |||
BAS11 | .669 | |||
BAS9 | .618 | |||
BAW3 | .552 | .539 | ||
BAS7 | .527 | |||
BAW1 | .827 | |||
BAW5 | .792 | |||
BAW4 | .789 | |||
BAW2
.701 | ||||
BAW6 | .561 | |||
Extraction Method: Principal Component Analysis. Rotation Method: Varimax with Kaiser Normalization. | ||||
a. Rotation converged in 7 iterations. | ||||
Recalculate Cronbach Alpha coefficient of factor groups with eliminated variables (one eliminated variable is BAW3)
Reliability Statistics
Cronbach's Alpha | N of Items |
.882 | 5 |
Item-Total Statistics
Scale Mean if Item Deleted | Scale Variance if Item Deleted | Corrected Item-Total Correlation | Cronbach's Alpha if Item Deleted | |
BAW1 | 13.25 | 17,463 | .687 | .864 |
BAW2 | 13.88 | 16,730 | .777 | .842 |
BAW4 | 13.18 | 17,585 | .689 | .863 |
BAW5 | 13.27 | 16,945 | .754 | .848 |
BAW6 | 14.08 | 17,645 | .679 | .866 |
3.2 Factor analysis of independent variables (2nd time) including 26 variables (1 variable is BAW3)
(Data analyzed in 3.2.2.1 Factor analysis of independent variables page
54)
KMO and Bartlett's Test
Kaiser-Meyer-Olkin Measure of Sampling Adequacy. | .954 | |
Bartlett's Test of Sphericity | Approx. Chi-Square | 5983.444 |
df | 325 | |
Sig. | .000 | |
Total Variance Explained
Compo nent | 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 | 14,647 | 56,333 | 56,333 | 14,647 | 56,333 | 56,333 | 7,184 | 27,632 | 27,632 |
2 | 2,273 | 8,744 | 65,077 | 2,273 | 8,744 | 65,077 | 4,614 | 17,746 | 45,378 |
3 | 1,528 | 5,876 | 70,953 | 1,528 | 5,876 | 70,953 | 4,017 | 15,449 | 60,827 |
4 | 1,039 | 3,996 | 74,948 | 1,039 | 3,996 | 74,948 | 3,672 | 14,122 | 74,948 |
5 | .830 | 3.191 | 78,139 | ||||||
6 | .627 | 2,410 | 80,549 | ||||||
7 | .528 | 2,030 | 82,580 | ||||||
8 | .438 | 1,684 | 84,263 | ||||||
9 | .406 | 1,562 | 85,825 | ||||||
10 | .380 | 1,460 | 87,285 | ||||||
11 | .365 | 1,404 | 88,689 | ||||||
12 | .323 | 1,244 | 89,933 | ||||||
13 | .292 | 1.124 | 91,057 | ||||||
14 | .288 | 1.109 | 92,166 | ||||||
15 | .244 | .938 | 93,104 | ||||||
16 | .236 | .909 | 94,013 | ||||||
17 | .234 | .898 | 94,911 | ||||||
18 | .213 | .820 | 95,731 | ||||||
19 | .200 | .769 | 96,500 | ||||||
20 | .189 | .727 | 97,226 | ||||||
21 | .146 | .563 | 97,789 | ||||||
22 | .135 | .520 | 98,309 | ||||||
23 | .126 | .483 | 98,792 | ||||||
24 | .109 | .420 | 99,212 | ||||||
25 | .107 | .412 | 99,625 | ||||||
26 | .098 | .375 | 100,000 | ||||||
Extraction Method: Principal Component Analysis. | |||||||||
Rotated Component Matrix a
Component | ||||
1 | 2 | 3 | 4 | |
PQ21 | .816 | |||
PQ16 | .805 | |||
PQ20 | .799 | |||
PQ19 | .798 | |||
PQ14 | .793 | |||
PQ15 | .777 | |||
PQ17 | .771 | |||
PQ22 | .735 | |||
PQ18 | .731 | |||
BL29 | .736 | |||
BL26 | .712 | |||
BL28 | .699 | |||
BL27 | .697 | |||
BL24 | .695 | |||
BL25 | .665 | |||
BL23 | .591 | |||
BAS13 | .763 | |||
BAS12 | .728 | |||
BAS11 | .671 | |||
BAS9 | .614 | |||
BAS7 | .514 | |||
BAW1 | .832 | |||
BAW5 | .794 | |||
BAW4 | .793 | |||
BAW2 | .706 | |||
BAW6 | .564 | |||
Extraction Method: Principal Component Analysis. Rotation Method: Varimax with Kaiser Normalization. | ||||
a. Rotation converged in 7 iterations. | ||||
Recalculate Cronbach's Alpha coefficient after EFA factor analysis for the second time
Brand Awareness Group
Reliability Statistics
Cronbach's Alpha | N of Items |
.882 | 5 |
Item-Total Statistics
Scale Mean if Item Deleted | Scale Variance if Item Deleted | Corrected Item-Total Correlation | Cronbach's Alpha if Item Deleted | |
I can recognize the Agribank logo | 13.25 | 17,463 | .687 | .864 |
I can read the slogan of Agribank. | 13.88 | 16,730 | .777 | .842 |
I can recognize the Agribank sign. | 13.18 | 17,585 | .689 | .863 |
I can distinguish Agribank from other bank brands | 13.27 | 16,945 | .754 | .848 |
When it comes to banks, Agribank is the first brand that comes to mind. | 14.08 | 17,645 | .679 | .866 |
Brand Association Group
Reliability Statistics
Cronbach's Alpha | N of Items |
.881 | 5 |
Item-Total Statistics
Scale Mean if Item Deleted | Scale Variance if Item Deleted | Corrected Item-Total Correlation | Cronbach's Alpha if Item Deleted | |
Agribank brand image is different from other bank brands | 11.66 | 14,923 | .510 | .897 |
Agribank brand leaves a good impression in customers' minds | 11.64 | 12,000 | .796 | .836 |
Agribank is a bank that provides high quality services. | 11.92 | 11,096 | .803 | .835 |
Agribank is a bank with competitive fees and interest rates.
11.74 | 12,661 | .770 | .844 | |
Agribank is a bank with beautiful and polite transaction uniforms. | 11.69 | 12,060 | .719 | .856 |
Perceived Quality Group
Reliability Statistics
Cronbach's Alpha | N of Items |
.963 | 9 |
Item-Total Statistics
Scale Mean if Item Deleted | Scale Variance if Item Deleted | Corrected Item-Total Correlation | Cronbach's Alpha if Item Deleted | |
Agribank's products and services are diverse. | 23.52 | 60,157 | .826 | .960 |
Agribank's products and services are very convenient. | 23.69 | 59,353 | .885 | .957 |
Agribank always fulfills its commitments to customers. | 23.41 | 60,702 | .862 | .958 |
Agribank always puts customer interests first | 23.56 | 60,640 | .828 | .960 |
Agribank's working environment is professional. | 23.71 | 58,589 | .880 | .957 |
Agribank answers customer questions and complaints quickly and reasonably. | 23.58 | 61,403 | .818 | .960 |
Agribank staff is always ready to support customers. | 23.64 | 61,890 | .802 | .961 |
Agribank staff are always polite and courteous to customers. | 23.59 | 61,043 | .848 | .959 |
Compared with other bank brands, Agribank's service quality is more outstanding. | 23.88 | 59,748 | .861 | .958 |
Brand Loyalty Group
Reliability Statistics
Cronbach's Alpha | N of Items |
.945 | 7 |
Item-Total Statistics
Scale Mean if Item Deleted | Scale Variance if Item Deleted | Corrected Item-Total Correlation | Cronbach's Alpha if Item Deleted | |
I am satisfied with Agribank's products and services. | 16.87 | 36,021 | .821 | .936 |
Agribank is a trusted brand | 16.27 | 40,562 | .607 | .952 |
Agribank brand is my first choice | 16.93 | 36,029 | .834 | .934 |
I do not want to switch to another bank's services because Agribank meets my requirements. | 16.89 | 36,958 | .826 | .935 |
I will continue to use Agribank products and services in the future. | 16.68 | 35,896 | .860 | .932 |
I will introduce Agribank brand to my friends and relatives. | 16.80 | 35,811 | .878 | .930 |
I am a loyal customer of Agribank. | 17.00 | 35,979 | .877 | .931 |
3.3. Factor analysis of dependent variable
(Data analyzed in 3.2.2.2 Factor analysis of dependent variables page
60)
KMO and Bartlett's Test
Kaiser-Meyer-Olkin Measure of Sampling Adequacy. | .804 | |
Bartlett's Test of Sphericity | Approx. Chi-Square | 463,816 |
df | 6 | |
Sig. | .000 | |
Total Variance Explained
Compo nent | Initial Eigenvalues | Extraction Sums of Squared Loadings | ||||
Total | % of Variance | cumulative % | Total | % of Variance | cumulative % | |
1 | 2,853 | 71,326 | 71,326 | 2,853 | 71,326 | 71,326 |
2 | .521 | 13,016 | 84,342 | |||
3 | .392 | 9,803 | 94,145 | |||
4 | .234 | 5.855 | 100,000 | |||
Extraction Method: Principal Component Analysis. | ||||||
Component Matrix a
Component | |
1 | |
BE33 | .903 |
BE32 | .849 |
BE30 | .849 |
BE31 | .772 |
Extraction Method: Principal Component Analysis. | |
a. 1 components extracted. | |
4. REGRESSION ANALYSIS
The model consists of four elements: Brand awareness, Brand association, Perceived quality and Brand loyalty .
Correlations
BAW | BAS | PQ | BL | BEIGE | ||
BAW | Pearson Correlation | 1 | .621 ** | .517 ** | .561 ** | .590 ** |
Sig. (2-tailed) | .000 | .000 | .000 | .000 | ||
N | 236 | 236 | 236 | 236 | 236 | |
BAS | Pearson Correlation | .621 ** | 1 | .690 ** | .762 ** | .721 ** |
Sig. (2-tailed) | .000 | .000 | .000 | .000 | ||
N | 236 | 236 | 236 | 236 | 236 | |





