Table 3.
Description of parameter | Model 1 (without individual characteristics) |
Model 2 (with individual characteristics) |
||
---|---|---|---|---|
value | p-value | value | p-value | |
Alternate specific constant for car | 0.00 | <fixed> | 0.00 | <fixed> |
Persons in routine or semi-routine occupations using car mode | 0.884 | 0.00 | ||
Alternate specific constant for bus | −0.585 | 0.00 | −0.828 | 0.00 |
Females using bus mode | 0.459 | 0.00 | ||
Alternate specific constant for train | −2.42 | 0.00 | −1.98 | 0.00 |
Old persons (>60 years) using train mode | −1.32 | 0.00 | ||
Alternate specific constant for walk | −1.18 | 0.00 | −0.981 | 0.00 |
Destination attractiveness (log of number of job opportunities by occupation type) | 2.40 | 0.00 | 2.42 | 0.00 |
Travel time by bus | −0.0655 | 0.00 | −0.0691 | 0.00 |
Travel time by bus for persons from low income households | 0.0070 | 0.00 | ||
Travel time by train | −0.0254 | 0.00 | −0.0232 | 0.00 |
Travel time by car | −0.0931 | 0.00 | −0.0984 | 0.00 |
Travel time by walk | −0.0641 | 0.00 | −0.0636 | 0.00 |
Travel time by walk for females with children (<5 years) in the house | −0.0296 | 0.00 | ||
Travel cost by bus | −0.340 | 0.00 | −0.204 | 0.03 |
Travel cost by train | −0.109 | 0.00 | −0.230 | 0.00 |
Travel cost by train for persons from low income households* | −0.209 | 0.00 | ||
Travel distance by car | −0.172 | 0.00 | −0.168 | 0.00 |
Congestion charge, specific to the car mode | −0.0732 | 0.00 | −0.0742 | 0.00 |
Destinations located in zone 1 defined for train mode | 0.531 | 0.00 | 0.719 | 0.00 |
Destinations located in zone 1 defined for car mode | −1.25 | 0.00 | −1.23 | 0.00 |
Destinations within 15 min walk defined for walk mode | 1.24 | 0.00 | 1.23 | 0.00 |
Final log-likelihood | −44,412.48 | −44,181.09 | ||
Adjusted rho-square | 0.280 | 0.283 | ||
AIC | 88,854.96 | 88,404.17 | ||
BIC | 89,094.90 | 88,740.09 |
Low income household is defined as having an income per person (household income/number of persons in the household) of less than £1000 per month.