Research Article
Towards the Design of Context-Aware Adaptive User Interfaces to Minimize Drivers’ Distractions
Table 7
Iterated Principal Factor Analysis.
| Measurement items | Eigenvalues | Difference | Proportion | Cumulative | Uniqueness |
| Factor1 | 4.16775 | 0.86173 | 0.0733 | 0.0733 | 0.0332 | Factor2 | 3.30602 | 0.41087 | 0.0582 | 0.1315 | 0.0332 | Factor3 | 2.89515 | 0.11932 | 0.0509 | 0.1824 | 0.1042 | Factor4 | 2.77584 | 0.34843 | 0.0488 | 0.2313 | 0.1598 | Factor5 | 2.42741 | 0.12902 | 0.0427 | 0.2740 | −0.0303 | Factor6 | 2.29839 | 0.13477 | 0.0404 | 0.3144 | −0.0068 | Factor7 | 2.16362 | 0.13926 | 0.0381 | 0.3525 | 0.1618 | Factor8 | 2.02436 | 0.14853 | 0.0356 | 0.3881 | 0.1298 | Factor9 | 1.87583 | 0.03791 | 0.0330 | 0.4211 | 0.0975 | Factor10 | 1.83793 | 0.07342 | 0.0323 | 0.4535 | 0.0898 | Factor11 | 1.76450 | 0.01773 | 0.0310 | 0.4845 | 0.0954 | Factor12 | 1.74677 | 0.08717 | 0.0307 | 0.5153 | 0.0334 | Factor13 | 1.65960 | 0.05695 | 0.0292 | 0.5445 | 0.0013 | Factor14 | 1.60264 | 0.04585 | 0.0282 | 0.5727 | 0.0075 | Factor15 | 1.55680 | 0.08512 | 0.0274 | 0.6000 | 0.0056 | Factor16 | 1.47167 | 0.12395 | 0.0259 | 0.6259 | 0.0437 | Factor17 | 1.34772 | 0.03929 | 0.0237 | 0.6497 | 0.0255 | Factor18 | 1.30844 | 0.10513 | 0.0230 | 0.6727 | 0.0973 | Factor19 | 1.20330 | 0.03614 | 0.0212 | 0.6938 | −0.0078 | Factor20 | 1.16716 | 0.01158 | 0.0205 | 0.7144 | 0.1079 | Factor21 | 1.15558 | 0.02960 | 0.0203 | 0.7347 | 0.0711 | Factor22 | 1.12598 | 0.11679 | 0.0198 | 0.7545 | 0.1533 | Factor23 | 1.00920 | 0.04908 | 0.0178 | 0.7723 | 0.1003 | Factor24 | 0.96012 | 0.05031 | 0.0169 | 0.7892 | 0.1117 | Factor25 | 0.90981 | 0.05021 | 0.0160 | 0.8052 | 0.0324 | Factor26 | 0.85960 | 0.03158 | 0.0151 | 0.8203 | 0.2479 | Factor27 | 0.82801 | 0.04933 | 0.0146 | 0.8349 | 0.1175 | Factor28 | 0.77868 | 0.03654 | 0.0137 | 0.8486 | 0.0953 | Factor29 | 0.74214 | 0.04227 | 0.0131 | 0.8616 | 0.0880 | Factor30 | 0.69987 | 0.07413 | 0.0123 | 0.8740 | 0.0720 | Factor31 | 0.62574 | 0.01323 | 0.0110 | 0.8850 | 0.1018 | Factor32 | 0.61251 | 0.05363 | 0.0108 | 0.8957 | 0.1097 | Factor33 | 0.55888 | 0.05524 | 0.0098 | 0.9056 | 0.1659 | Factor34 | 0.50364 | 0.02172 | 0.0089 | 0.9144 | 0.0001 | Factor35 | 0.48192 | 0.02075 | 0.0085 | 0.9229 | 0.1346 | Factor36 | 0.46117 | 0.02582 | 0.0081 | 0.9310 | 0.0962 | Factor37 | 0.43535 | 0.07850 | 0.0077 | 0.9387 | 0.0038 | Factor38 | 0.35685 | 0.00565 | 0.0063 | 0.9450 | 0.0978 | Factor39 | 0.35120 | 0.01275 | 0.0062 | 0.9512 | 0.1304 | Factor40 | 0.33845 | 0.04914 | 0.0060 | 0.9571 | 0.1338 | Factor41 | 0.28931 | 0.01496 | 0.0051 | 0.9622 | −0.0255 | Factor42 | 0.27435 | 0.02779 | 0.0048 | 0.9670 | 0.0676 | Factor43 | 0.24656 | 0.00400 | 0.0043 | 0.9714 | −0.0185 | Factor44 | 0.24255 | 0.03557 | 0.0043 | 0.9756 | 0.1242 | Factor45 | 0.20699 | 0.01929 | 0.0036 | 0.9793 | 0.0242 | Factor46 | 0.18770 | 0.02451 | 0.0033 | 0.9826 | 0.0465 | Factor47 | 0.16319 | 0.01043 | 0.0029 | 0.9854 | 0.0497 | Factor48 | 0.15275 | 0.01490 | 0.0027 | 0.9881 | 0.1494 | Factor49 | 0.13786 | 0.02172 | 0.0024 | 0.9906 | −0.0380 | Factor50 | 0.11614 | 0.01123 | 0.0020 | 0.9926 | 0.0230 | Factor51 | 0.10491 | 0.03082 | 0.0018 | 0.9945 | −0.0580 | Factor52 | 0.07408 | 0.01385 | 0.0013 | 0.9958 | 0.0987 | Factor53 | 0.06023 | 0.01138 | 0.0011 | 0.9968 | 0.1319 | Factor54 | 0.04885 | 0.00722 | 0.0009 | 0.9977 | 0.0197 | Factor55 | 0.04163 | 0.00121 | 0.0007 | 0.9984 | −0.0502 | Factor56 | 0.04042 | 0.00934 | 0.0007 | 0.9991 | −0.0417 | Factor57 | 0.03108 | 0.01773 | 0.0005 | 0.9997 | 0.1320 | Factor58 | 0.01335 | 0.00820 | 0.0002 | 0.9999 | 0.0725 | Factor59 | 0.00515 | 0.00398 | 0.0001 | 1.0000 | 0.0407 | Factor60 | 0.00117 | 0.00175 | 0.0000 | 1.0000 | 0.0763 | Factor61 | 0.00058 | | −0.0000 | 1.0000 | 0.0961 |
| Number of observations | 88 | | | | | Retained factors with min. eigenvalue (0) | 60 | | | | | Number of parameters | 1830 | | | | | Likelihood ratio Chi-squared test (1830) | 2188 | | | | |
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