Table 5 Principal component analysis and correlation between factors.
Initial item | F1 | F2 | F3 | F4 | Final item |
|---|---|---|---|---|---|
45 | 0.658 | 1 | |||
47 | 0.595 | 2 | |||
48 | 0.694 | 3 | |||
58 | 0.559 | 4 | |||
61 | 0.539 | 5 | |||
62 | 0.683 | 6 | |||
64 | 0.540 | 7 | |||
66 | 0.557 | 8 | |||
2 | 0.537 | 9 | |||
7 | 0.525 | 10 | |||
17 | 0.481 | 11 | |||
24 | 0.503 | 12 | |||
37 | 0.579 | 13 | |||
51 | 0.668 | 14 | |||
53 | 0.590 | 15 | |||
56 | 0.692 | 16 | |||
12 | 0.593 | 17 | |||
13 | 0.749 | 18 | |||
15 | 0.642 | 19 | |||
16 | 0.570 | 20 | |||
79 | 0.433 | 21 | |||
32 | 0.449 | 22 | |||
91 | 0.671 | 23 | |||
97 | 0.654 | 24 | |||
106 | 0.537 | 25 | |||
Component | F1 | F2 | F3 | F4 | |
F1 | 1.000 | ||||
F2 | 0.369 | 1.000 | |||
F3 | 0.181 | 0.256 | 1.000 | ||
F4 | 0.144 | − 0.024 | 0.211 | 1.000 |