Total variance explained
| Component | 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 | 5.432 | 23.618 | 23.618 | 5.432 | 23.618 | 23.618 | 3.407 | 14.814 | 14.814 |
| 2 | 3.834 | 16.669 | 40.287 | 3.834 | 16.669 | 40.287 | 3.373 | 14.665 | 29.479 |
| 3 | 2.488 | 10.819 | 51.106 | 2.488 | 10.819 | 51.106 | 2.644 | 11.494 | 40.973 |
| 4 | 1.624 | 7.062 | 58.168 | 1.624 | 7.062 | 58.168 | 2.385 | 10.369 | 51.341 |
| 5 | 1.530 | 6.652 | 64.820 | 1.530 | 6.652 | 64.820 | 2.361 | 10.265 | 61.607 |
| 6 | 1.421 | 6.180 | 70.999 | 1.421 | 6.180 | 70.999 | 2.160 | 9.393 | 70.999 |
| 7 | 0.824 | 3.583 | 74.582 | ||||||
| 8 | 0.638 | 2.772 | 77.354 | ||||||
| 9 | 0.625 | 2.716 | 80.070 | ||||||
| 10 | 0.550 | 2.392 | 82.462 | ||||||
| 11 | 0.517 | 2.247 | 84.709 | ||||||
| 12 | 0.470 | 2.045 | 86.754 | ||||||
| 13 | 0.422 | 1.837 | 88.590 | ||||||
| 14 | 0.389 | 1.692 | 90.282 | ||||||
| 15 | 0.375 | 1.629 | 91.911 | ||||||
| 16 | 0.310 | 1.347 | 93.259 | ||||||
| 17 | 0.277 | 1.206 | 94.464 | ||||||
| 18 | 0.259 | 1.124 | 95.589 | ||||||
| 19 | 0.242 | 1.051 | 96.640 | ||||||
| 20 | 0.212 | 0.923 | 97.562 | ||||||
| 21 | 0.200 | 0.870 | 98.432 | ||||||
| 22 | 0.197 | 0.856 | 99.288 | ||||||
| 23 | 0.164 | 0.712 | 100.000 | ||||||
| Component | 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 | 5.432 | 23.618 | 23.618 | 5.432 | 23.618 | 23.618 | 3.407 | 14.814 | 14.814 |
| 2 | 3.834 | 16.669 | 40.287 | 3.834 | 16.669 | 40.287 | 3.373 | 14.665 | 29.479 |
| 3 | 2.488 | 10.819 | 51.106 | 2.488 | 10.819 | 51.106 | 2.644 | 11.494 | 40.973 |
| 4 | 1.624 | 7.062 | 58.168 | 1.624 | 7.062 | 58.168 | 2.385 | 10.369 | 51.341 |
| 5 | 1.530 | 6.652 | 64.820 | 1.530 | 6.652 | 64.820 | 2.361 | 10.265 | 61.607 |
| 6 | 1.421 | 6.180 | 70.999 | 1.421 | 6.180 | 70.999 | 2.160 | 9.393 | 70.999 |
| 7 | 0.824 | 3.583 | 74.582 | ||||||
| 8 | 0.638 | 2.772 | 77.354 | ||||||
| 9 | 0.625 | 2.716 | 80.070 | ||||||
| 10 | 0.550 | 2.392 | 82.462 | ||||||
| 11 | 0.517 | 2.247 | 84.709 | ||||||
| 12 | 0.470 | 2.045 | 86.754 | ||||||
| 13 | 0.422 | 1.837 | 88.590 | ||||||
| 14 | 0.389 | 1.692 | 90.282 | ||||||
| 15 | 0.375 | 1.629 | 91.911 | ||||||
| 16 | 0.310 | 1.347 | 93.259 | ||||||
| 17 | 0.277 | 1.206 | 94.464 | ||||||
| 18 | 0.259 | 1.124 | 95.589 | ||||||
| 19 | 0.242 | 1.051 | 96.640 | ||||||
| 20 | 0.212 | 0.923 | 97.562 | ||||||
| 21 | 0.200 | 0.870 | 98.432 | ||||||
| 22 | 0.197 | 0.856 | 99.288 | ||||||
| 23 | 0.164 | 0.712 | 100.000 | ||||||
Note(s): Extraction method: principal component analysis
Source(s): Table created by authors
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