Total Variance Explained | |||||||||
together | Initial Eigenvalues | Extraction Sums of Squared Loadings | Rotation Sums of Squared Loadings | ||||||
Total | % of Variance | cumulative % | Total | % of Variance | Total % | Total | % of Variance | cumulative % | |
5 | 1,100 | 4,075 | 68,281 | 1,100 | 4,075 | 68,281 | 2,563 | 9,493 | 68,281 |
6 | .938 | 3,474 | 71,755 | ||||||
7 | .794 | 2,940 | 74,696 | ||||||
8 | .781 | 2,894 | 77,590 | ||||||
9 | .679 | 2,516 | 80,106 | ||||||
10 | .628 | 2,326 | 82,432 | ||||||
11 | .565 | 2,092 | 84,524 | ||||||
12 | .536 | 1,986 | 86,510 | ||||||
13 | .470 | 1,741 | 88,251 | ||||||
14 | .432 | 1,598 | 89,849 | ||||||
15 | .376 | 1,394 | 91,243 | ||||||
16 | .342 | 1,265 | 92,509 | ||||||
17 | .304 | 1.126 | 93,635 | ||||||
18 | .297 | 1,099 | 94,734 | ||||||
19 | .246 | .911 | 95,645 | ||||||
20 | .219 | .812 | 96,457 | ||||||
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Total Variance Explained | |||||||||
together | Initial Eigenvalues | Extraction Sums of Squared Loadings | Rotation Sums of Squared Loadings | ||||||
Total | % of Variance | cumulative % | Total | % of Variance | Total % | Total | % of Variance | cumulative % | |
21 | .193 | .714 | 97,171 | ||||||
22 | .182 | .675 | 97,845 | ||||||
23 | .177 | .657 | 98,503 | ||||||
24 | .139 | .515 | 99,017 | ||||||
25 | .104 | .385 | 99,402 | ||||||
26 | .096 | .355 | 99,757 | ||||||
27 | .066 | .243 | 100,000 | ||||||
Extraction Method: Principal Component Analysis. | |||||||||
Component Matrix | |||||
Component | |||||
1 | 2 | 3 | 4 | 5 | |
E4 | .789 | ||||
E3 | .767 | ||||
T4 | .758 | ||||
RL1 | .733 | ||||
Component Matrix | |||||
Component | |||||
E1 | .729 | ||||
RL6 | .728 | ||||
T3 | .714 | ||||
RL3 | .710 | ||||
E5 | .709 | ||||
PS1 | .707 | ||||
E2 | .705 | ||||
A4 | .700 | ||||
A3 | .699 | ||||
T6 | .692 | ||||
T2 | .685 | .560 | |||
RS5 | .682 | ||||
T5 | .678 | ||||
RS3 | .670 | ||||
T1 | .670 | ||||
RL5 | .669 | -.522 | |||
RL4 | .660 | ||||
PS2 | .658 | .513 | |||
Component Matrix | |||||
Component | |||||
A5 | .653 | ||||
PS3 | .638 | ||||
A2 | .593 | ||||
RL2 | .549 | ||||
A1 | .572 | .596 | |||
Extraction Method: Principal Component Analysis. | |||||
a. 5 components extracted. | |||||
Rotated Component Matrix | |||||
Component | |||||
1 | 2 | 3 | 4 | 5 | |
E2 | .719 | ||||
E4 | .697 | ||||
T6 | .648 | ||||
T5 | .598 | .529 | |||
E5 | .554 | ||||
E1 | .541 | .505 | |||
E3 | .539 | ||||
Rotated Component Matrix | |||||
Component | |||||
A3 | |||||
RS3 | |||||
RL5 | .767 | ||||
T3 | .760 | ||||
RL1 | .691 | ||||
T4 | .670 | ||||
T2 | .647 | .579 | |||
RL6 | .535 | ||||
T1 | .749 | ||||
RL2 | .637 | ||||
RL3 | .631 | ||||
RL4 | .598 | .532 | |||
A5 | .577 | ||||
A1 | .782 | ||||
PS3 | .667 | ||||
A2 | .587 | ||||
RS5 | .565 | ||||
A4 | .520 | ||||
Rotated Component Matrix | |||||
Component | |||||
PS2 | .659 | ||||
PS1 | .521 | ||||
Component Transformation Matrix | |||||
Component | 1 | 2 | 3 | 4 | 5 |
1 | .518 | .486 | .443 | .421 | .350 |
2 | .162 | -.811 | .497 | .258 | -.053 |
3 | -.427 | .083 | -.190 | .843 | -.254 |
4 | -.607 | .259 | .713 | -.207 | -.115 |
5 | -.394 | -.182 | -.106 | .064 | .893 |
Extraction Method: Principal Component Analysis. Rotation Method: Varimax with Kaiser Normalization. | |||||
EFA ANALYSIS 3
(Additional types T5, E1, A3, RS3, T2, RL4)
KMO and Bartlett's Test | |
Kaiser-Meyer-Olkin Measure of Sampling Adequacy. | .893 |
Bartlett's Test of Sphericity | Approx. Chi-Square | 1375.808 |
df | 210 | |
Sig. | .000 |
Communalities | ||
Initial | Extraction | |
A1 | 1,000 | .628 |
A2 | 1,000 | .549 |
A4 | 1,000 | .612 |
A5 | 1,000 | .598 |
E2 | 1,000 | .794 |
E3 | 1,000 | .618 |
E4 | 1,000 | .732 |
E5 | 1,000 | .570 |
PS1 | 1,000 | .526 |
PS2 | 1,000 | .572 |
PS3 | 1,000 | .626 |
RL1 | 1,000 | .721 |
RL2 | 1,000 | .627 |
RL3 | 1,000 | .681 |
Communalities | ||
Initial | Extraction | |
RL5 | 1,000 | .804 |
RL6 | 1,000 | .641 |
RS5 | 1,000 | .621 |
T1 | 1,000 | .772 |
T3 | 1,000 | .792 |
T4 | 1,000 | .727 |
T6 | 1,000 | .772 |
Extraction Method: Principal Component Analysis. | ||
Total Variance Explained | |||||||||
Components | 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 | 10.09 3 | 48,061 | 48,061 | 10,093 | 48,061 | 48,061 | 3,810 | 18,142 | 18,142 |
2 | 1,529 | 7,283 | 55,344 | 1,529 | 7,283 | 55,344 | 3,714 | 17,685 | 35,827 |
3 | 1,287 | 6.127 | 61,471 | 1,287 | 6.127 | 61,471 | 3,338 | 15,895 | 51,721 |
4 | 1,074 | 5.115 | 66,585 | 1,074 | 5.115 | 66,585 | 3.121 | 14,864 | 66,585 |
Total Variance Explained | |||||||||
Components | Initial Eigenvalues | Extraction Sums of Squared Loadings | Rotation Sums of Squared Loadings | ||||||
Total | % of Variance | cumulative % | Total | % of Variance | cumulative % | Total | % of Variance | cumulative % | |
5 | .926 | 4,407 | 70,993 | ||||||
6 | .786 | 3,744 | 74,737 | ||||||
7 | .689 | 3,280 | 78,017 | ||||||
8 | .684 | 3,257 | 81,274 | ||||||
9 | .543 | 2,585 | 83,859 | ||||||
10 | .505 | 2,403 | 86,262 | ||||||
11 | .484 | 2,307 | 88,569 | ||||||
12 | .390 | 1,857 | 90,426 | ||||||
13 | .379 | 1,804 | 92,229 | ||||||
14 | .323 | 1,540 | 93,769 | ||||||
15 | .260 | 1,236 | 95,005 | ||||||
16 | .241 | 1,148 | 96,152 | ||||||
17 | .212 | 1,009 | 97,162 | ||||||
18 | .182 | .866 | 98,028 | ||||||
19 | .168 | .802 | 98,830 | ||||||
20 | .139 | .661 | 99,491 | ||||||
Total Variance Explained | |||||||||
Components | Initial Eigenvalues | Extraction Sums of Squared Loadings | Rotation Sums of Squared Loadings | ||||||
Total | % of Variance | cumulative % | Total | % of Variance | cumulative % | Total | % of Variance | cumulative % | |
21 | .107 | .509 | 100,000 | ||||||
Extraction Method: Principal Component Analysis. | |||||||||
Component Matrix | ||||
Component | ||||
1 | 2 | 3 | 4 | |
E4 | .794 | |||
T4 | .770 | |||
E3 | .768 | |||
T3 | .744 | |||
RL1 | .736 | |||
RL6 | .732 | |||
E5 | .729 | |||
RL3 | .707 | |||
E2 | .704 | |||
RS5 | .702 | |||
Component Matrix | ||||
Component | ||||
1 | 2 | 3 | 4 | |
A4 | .700 | |||
T6 | .697 | |||
PS1 | .692 | |||
RL5 | .679 | -.503 | ||
PS3 | .666 | |||
PS2 | .657 | |||
A5 | .644 | |||
T1 | .642 | .560 | ||
A2 | .607 | |||
A1 | .600 | .506 | ||
RL2 | .533 | |||
Extraction Method: Principal Component Analysis. | ||||
a. 4 components extracted. | ||||
Rotated Component Matrix | |
Component | |
1 | 2 | 3 | 4 | |
RL5 | .849 | |||
T3 | .795 | |||
RL1 | .711 | |||
T4 | .710 | |||
RL6 | .585 | |||
A1 | .754 | |||
PS3 | .710 | |||
RS5 | .672 | |||
PS2 | .664 | |||
A2 | .512 | |||
PS1 | ||||
T6 | .810 | |||
E2 | .784 | |||
E4 | .656 | |||
E3 | .524 | |||
E5 | .507 | |||
T1 | .784 | |||
RL2 | .724 | |||
RL3 | .693 |
Rotated Component Matrix | ||||
Component | ||||
1 | 2 | 3 | 4 | |
A5 | .639 | |||
A4 | .506 | .519 | ||
Extraction Method: Principal Component Analysis. Rotation Method: Varimax with Kaiser Normalization. | ||||
a. Rotation converged in 6 iterations. | ||||
Component Transformation Matrix | ||||
Component | 1 | 2 | 3 | 4 |
1 | .526 | .524 | .496 | .450 |
2 | -.728 | .188 | -.024 | .658 |
3 | -.099 | .819 | -.435 | -.360 |
4 | .428 | -.134 | -.751 | .485 |
4TH EFA ANALYSIS (PS1, A4 excluded)
KMO and Bartlett's Test
Kaiser-Meyer-Olkin Measure of Sampling Adequacy. | .895 | |
Bartlett's Test of Sphericity | Approx. Chi-Square | 1214.722 |
Df | 171 | |
Sig. | .000 | |
Communalities | ||
Initial | Extraction | |
A1 | 1,000 | .651 |
A2 | 1,000 | .575 |
A5 | 1,000 | .593 |
E2 | 1,000 | .802 |
E3 | 1,000 | .641 |
E4 | 1,000 | .723 |
E5 | 1,000 | .583 |
PS2 | 1,000 | .551 |
PS3 | 1,000 | .624 |
RL1 | 1,000 | .714 |
RL2 | 1,000 | .624 |
RL3 | 1,000 | .698 |
Communalities | ||
Initial | Extraction | |
RL5 | 1,000 | .810 |
RL6 | 1,000 | .635 |
RS5 | 1,000 | .646 |
T1 | 1,000 | .795 |
T3 | 1,000 | .803 |
T4 | 1,000 | .727 |
T6 | 1,000 | .770 |
Total Variance Explained | |||||||||
Components | 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 | 9,187 | 48,351 | 48,351 | 9,187 | 48,351 | 48,351 | 3,663 | 19,281 | 19,281 |
2 | 1,447 | 7,618 | 55,970 | 1,447 | 7,618 | 55,970 | 3,300 | 17,369 | 36,650 |
3 | 1,272 | 6,693 | 62,663 | 1,272 | 6,693 | 62,663 | 3.225 | 16,975 | 53,625 |
4 | 1,059 | 5,576 | 68,239 | 1,059 | 5,576 | 68,239 | 2,777 | 14,614 | 68,239 |
5 | .884 | 4,655 | 72,894 | ||||||
6 | .737 | 3,880 | 76,774 | ||||||





