Research Article
Testing the Effects of the Digital Linguistic Landscape on Engineering Education for Smart Construction
| 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 | 10.903 | 30.287 | 30.287 | 10.903 | 30.287 | 30.287 | 5.910 | 16.416 | 16.416 | 2 | 4.603 | 12.787 | 43.074 | 4.603 | 12.787 | 43.074 | 5.776 | 16.044 | 32.460 | 3 | 3.800 | 10.556 | 53.629 | 3.800 | 10.556 | 53.629 | 4.878 | 13.549 | 46.009 | 4 | 2.688 | 7.467 | 61.097 | 2.688 | 7.467 | 61.097 | 3.241 | 9.004 | 55.013 | 5 | 2.010 | 5.583 | 66.680 | 2.010 | 5.583 | 66.680 | 3.071 | 8.530 | 63.543 | 6 | 1.416 | 3.934 | 70.614 | 1.416 | 3.934 | 70.614 | 2.545 | 7.071 | 70.614 | 7 | 1.169 | 3.247 | 73.861 | | | | | | | 8 | 0.975 | 2.709 | 76.570 | | | | | | | 9 | 0.917 | 2.548 | 79.118 | | | | | | | 10 | 0.869 | 2.413 | 81.531 | | | | | | | 11 | 0.814 | 2.260 | 83.791 | | | | | | | 12 | 0.718 | 1.995 | 85.786 | | | | | | | 13 | 0.641 | 1.780 | 87.566 | | | | | | | 14 | 0.603 | 1.674 | 89.240 | | | | | | | 15 | 0.572 | 1.590 | 90.830 | | | | | | | 16 | 0.555 | 1.542 | 92.372 | | | | | | | 17 | 0.495 | 1.374 | 93.746 | | | | | | | 18 | 0.435 | 1.209 | 94.955 | | | | | | | 19 | 0.401 | 1.113 | 96.068 | | | | | | | 20 | 0.351 | 0.975 | 97.043 | | | | | | | 21 | 0.340 | 0.944 | 97.987 | | | | | | | 22 | 0.230 | 0.638 | 98.625 | | | | | | | 23 | 0.102 | 0.283 | 98.907 | | | | | | | 24 | 0.076 | 0.210 | 99.118 | | | | | | | 25 | 0.048 | 0.133 | 99.251 | | | | | | | 26 | 0.044 | 0.123 | 99.374 | | | | | | | 27 | 0.038 | 0.105 | 99.479 | | | | | | | 28 | 0.033 | 0.092 | 99.571 | | | | | | | 29 | 0.032 | 0.089 | 99.660 | | | | | | | 30 | 0.025 | 0.070 | 99.731 | | | | | | | 31 | 0.025 | 0.069 | 99.799 | | | | | | | 32 | 0.023 | 0.063 | 99.863 | | | | | | | 33 | 0.018 | 0.050 | 99.912 | | | | | | | 34 | 0.015 | 0.042 | 99.954 | | | | | | | 35 | 0.011 | 0.031 | 99.985 | | | | | | | 36 | 0.005 | 0.015 | 100.000 | | | | | | |
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Extraction method: principal component analysis.
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