Table 2: Marginal effects on the probabilities of commuters’ decision to switch his/her mode of travel under integrated multimodal traveler information.

Variable prob (y=0) prob (y=1) prob (y=2) prob (y=3) prob (y=4)
Gender -1.763 -19.870 -8.362 22.156 7.839
Age (years) -0.238 -5.407 -8.149 7.474 6.320
Level of education -0.200 -4.547 -6.854 6.286 5.315
Level of income (S$/month) 0.173 3.922 5.912 -5.422 -4.584
Access time to MRT station (min) 0.035 0.797 1.201 -1.102 -0.931
Waiting time at MRT station (min) 0.096 2.172 3.274 -3.003 -2.539
Travel time difference (min) -0.109 -2.469 -3.721 3.413 2.886
Travel cost difference (S$) -0.089 -2.031 -3.062 2.808 2.374