Table 3.
Factor analyses results by assumed number of factors and transformation
| 2 factors | 3 factors | 4 factors | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SM | RDM | SM | RDM | SM | RDM | |||||||||||||
| No transform. | ||||||||||||||||||
| Bicycle | −.28 | .11 | .40 | −.40 | .33 | −.20 | −.13 | .42 | .14 | −.13 | .48 | |||||||
| Motorcycle | .25 | .31 | .19 | .52 | .13 | .11 | .18 | .55 | .16 | |||||||||
| Car driver | −.50 | .54 | −.16 | −.11 | −.61 | .31 | .30 | −.14 | .41 | −.60 | .16 | .33 | −.23 | −.13 | .48 | |||
| Car pax. | .21 | .39 | .12 | .40 | .16 | .21 | .49 | .19 | .18 | |||||||||
| Bus | .93 | .80 | −.17 | .92 | .16 | .77 | .26 | .87 | .34 | −.11 | .76 | .31 | −.15 | |||||
| Tram | .43 | .14 | .77 | .46 | .41 | .52 | .71 | .46 | −.26 | .38 | .28 | .42 | .20 | .72 | .32 | −.23 | .29 | |
| Metro | .81 | .78 | .80 | .78 | .86 | .13 | .81 | |||||||||||
| var. explained | 37% | 35% | 41% | 40% | 45% | 43% | ||||||||||||
| Log transform. | ||||||||||||||||||
| Bicycle | .10 | .27 | .47 | −.32 | .25 | .27 | −.45 | −37 | .12 | .18 | .59 | .15 | ||||||
| Motorcycle | .15 | .34 | .59 | .17 | .36 | .52 | .28 | .17 | .25 | .37 | .55 | .15 | ||||||
| Car driver | −.56 | .39 | .20 | −.39 | .53 | .14 | .37 | −.36 | .55 | .15 | −.11 | .10 | .42 | |||||
| Car pax. | .20 | .11 | .44 | −19 | .10 | −.42 | .15 | −.11 | .15 | |||||||||
| Bus | .87 | .20 | .77 | .89 | −.14 | .81 | .86 | −.16 | .24 | .78 | .26 | |||||||
| Tram | .35 | .49 | .83 | .31 | .50 | .37 | .81 | .39 | .50 | .34 | .74 | .39 | .26 | −.17 | ||||
| Metro | .76 | .21 | .81 | .78 | .80 | .82 | .83 | .14 | ||||||||||
| var. explained | 33% | 41% | 38% | 45% | 38% | 48% | ||||||||||||
| Rank transf. | ||||||||||||||||||
| Bicycle | −.27 | .28 | −.41 | .25 | .30 | .14 | −.20 | .42 | .35 | −.12 | ||||||||
| Motorcycle | .21 | .29 | .51 | .14 | .29 | .52 | ||||||||||||
| Car driver | −.34 | .62 | −.20 | −.47 | −.56 | .41 | .13 | −.25 | −.45 | −.66 | .18 | −.14 | −.26 | −.21 | .42 | |||
| Car pax. | .23 | .30 | −.16 | .32 | .11 | −.14 | .52 | .17 | ||||||||||
| Bus | .91 | −.22 | .84 | .17 | .91 | .14 | .77 | .30 | .16 | .79 | .42 | .25 | .78 | .30 | −.13 | |||
| Tram | .40 | .75 | .26 | .33 | .11 | .34 | .72 | .24 | .24 | .13 | .54 | .12 | .72 | .19 | .30 | |||
| Metro | .76 | −.23 | .67 | .79 | .12 | .77 | .67 | .45 | .77 | |||||||||
| var. explained | 34% | 32% | 38% | 37% | 42% | 39% | ||||||||||||