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. Author manuscript; available in PMC: 2010 Oct 14.
Published in final edited form as: Transportation (Amst). 2009 Mar 1;36(2):187–206. doi: 10.1007/s11116-009-9186-z

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%