Table 6 Multilevel regression model results.
Variables | TOTAL | CAR | PT | AT |
|---|---|---|---|---|
Intercept | -39.91 (0.17) *** | -56.02 (0.27) *** | -51.09 (0.40) *** | -38.55 (0.35) *** |
Built Environment | ||||
Origin | ||||
Density | -0.52 (0.08) *** | -0.77 (0.10) *** | -0.26 (0.09) ** | -0.55 (0.10) *** |
Accessibility | 0.21 (0.03) *** | 0.25 (0.04) *** | 0.35 (0.09) *** | 0.14 (0.08) |
Design | -0.79 (0.06) *** | -1.00 (0.08) *** | -0.40 (0.07) *** | -0.92 (0.09) *** |
Destination | ||||
Density | -0.57 (0.09) *** | -0.81 (0.11) *** | -0.28 (0.09) *** | -0.70 (0.13) *** |
Accessibility | 0.39 (0.04) *** | 0.37 (0.04) *** | 0.18 (0.07) * | 0.58 (0.08) *** |
Design | -0.85 (0.07) *** | -1.04 (0.09) *** | -0.37 (0.07) *** | -1.07 (0.10) *** |
Route Characteristics | ||||
Travel Time | 2.95 (0.03) *** | 2.48 (0.04) *** | 3.28 (0.06) *** | 1.90 (0.08) *** |
Travel Volume | 0.46 (0.01) *** | 1.04 (0.02) *** | 0.27 (0.03) *** | 0.32 (0.02) *** |
Travel Distance | 4.03 (0.02) *** | 5.89 (0.03) *** | 5.07 (0.06) *** | 4.35 (0.06) *** |
Weekend (ref. No) | 0.15 (0.03) *** | 0.25 (0.04) *** | 0.07 (0.05) | 0.16 (0.06) ** |
Random Effect | ||||
Variance (Origin) | 0.81 | 1.37 | 0.87 | 1.28 |
Variance (Destination) | 0.98 | 1.57 | 0.79 | 1.95 |
Variance (Residual) | 22.54 | 20.84 | 20.85 | 19.43 |
Model Performance | ||||
Sample Size | 150,121 | 73,161 | 37,876 | 26,876 |
AIC | 896,055.64 | 432,076.82 | 223,609.46 | 157,491.55 |
BIC | 896,194.51 | 432,205.63 | 223,729.05 | 157,606.33 |
Log Likelihood | -448,013.82 | -216,024.41 | -111,790.73 | -78,731.77 |
R-squared of OLS | 0.542 | 0.578 | 0.563 | 0.574 |
