Research Article

Towards the Design of Context-Aware Adaptive User Interfaces to Minimize Drivers’ Distractions

Table 7

Iterated Principal Factor Analysis.

Measurement itemsEigenvaluesDifferenceProportionCumulativeUniqueness

Factor14.167750.861730.07330.07330.0332
Factor23.306020.410870.05820.13150.0332
Factor32.895150.119320.05090.18240.1042
Factor42.775840.348430.04880.23130.1598
Factor52.427410.129020.04270.2740−0.0303
Factor62.298390.134770.04040.3144−0.0068
Factor72.163620.139260.03810.35250.1618
Factor82.024360.148530.03560.38810.1298
Factor91.875830.037910.03300.42110.0975
Factor101.837930.073420.03230.45350.0898
Factor111.764500.017730.03100.48450.0954
Factor121.746770.087170.03070.51530.0334
Factor131.659600.056950.02920.54450.0013
Factor141.602640.045850.02820.57270.0075
Factor151.556800.085120.02740.60000.0056
Factor161.471670.123950.02590.62590.0437
Factor171.347720.039290.02370.64970.0255
Factor181.308440.105130.02300.67270.0973
Factor191.203300.036140.02120.6938−0.0078
Factor201.167160.011580.02050.71440.1079
Factor211.155580.029600.02030.73470.0711
Factor221.125980.116790.01980.75450.1533
Factor231.009200.049080.01780.77230.1003
Factor240.960120.050310.01690.78920.1117
Factor250.909810.050210.01600.80520.0324
Factor260.859600.031580.01510.82030.2479
Factor270.828010.049330.01460.83490.1175
Factor280.778680.036540.01370.84860.0953
Factor290.742140.042270.01310.86160.0880
Factor300.699870.074130.01230.87400.0720
Factor310.625740.013230.01100.88500.1018
Factor320.612510.053630.01080.89570.1097
Factor330.558880.055240.00980.90560.1659
Factor340.503640.021720.00890.91440.0001
Factor350.481920.020750.00850.92290.1346
Factor360.461170.025820.00810.93100.0962
Factor370.435350.078500.00770.93870.0038
Factor380.356850.005650.00630.94500.0978
Factor390.351200.012750.00620.95120.1304
Factor400.338450.049140.00600.95710.1338
Factor410.289310.014960.00510.9622−0.0255
Factor420.274350.027790.00480.96700.0676
Factor430.246560.004000.00430.9714−0.0185
Factor440.242550.035570.00430.97560.1242
Factor450.206990.019290.00360.97930.0242
Factor460.187700.024510.00330.98260.0465
Factor470.163190.010430.00290.98540.0497
Factor480.152750.014900.00270.98810.1494
Factor490.137860.021720.00240.9906−0.0380
Factor500.116140.011230.00200.99260.0230
Factor510.104910.030820.00180.9945−0.0580
Factor520.074080.013850.00130.99580.0987
Factor530.060230.011380.00110.99680.1319
Factor540.048850.007220.00090.99770.0197
Factor550.041630.001210.00070.9984−0.0502
Factor560.040420.009340.00070.9991−0.0417
Factor570.031080.017730.00050.99970.1320
Factor580.013350.008200.00020.99990.0725
Factor590.005150.003980.00011.00000.0407
Factor600.001170.001750.00001.00000.0763
Factor610.00058−0.00001.00000.0961

Number of observations88
Retained factors with min. eigenvalue (0)60
Number of parameters1830
Likelihood ratio Chi-squared test (1830)2188