| Effect | Model Fitting Criteria | Likelihood Ratio Tests | ||
| −2 Log Likelihood of Reduced Model | Chi-Square | df | Sig. | |
| Intercept | 1039.593a | 0.000 | 0 | . |
| Age | 1087.866 | 48.273 | 25 | 0.003 |
| Gender | 1045.886 | 6.293 | 5 | 0.279 |
| Professional | 1094.626 | 55.034 | 35 | 0.017 |
| Monthly income | 1065.614 | 26.021 | 20 | 0.165 |
| Do you own a car | 1283.955 | 244.363 | 5 | 0.000 |
| Travel distance | 1472.811 | 433.219 | 20 | 0.000 |
| Number of bus routes | 1039.593a | 0.000 | 0 | . |
| Number of intersections | 1039.593a | 0.000 | 0 | . |
| The distance to the nearest bus stop | 1039.593a | 0.000 | 0 | . |