Table 5.
Independently pooled model results
Driving | Public transit | Walking and biking | ||||
---|---|---|---|---|---|---|
(1) | (2) | (3) | (4) | (5) | (6 | |
Count | Duration | Count | Duration | Count | Duration | |
Ride-hailing count | −0.36** | na | 0.329 | na | −0.079 | na |
Total trip count | 0.155*** | na | 0.229*** | na | 0.193*** | na |
Ride-hailing duration | na | −0.04*** | na | 0.024 | na | −0.01 |
Total trip duration | na | 0.013*** | na | 0.023*** | na | 0.016*** |
Age | 0.002 | 0.003 | −0.003 | −0.003 | −0.002 | 0.001 |
Female | 0.091** | 0.149*** | −0.145 | −0.38*** | −0.144** | −0.17* |
White | −0.01 | 0.027 | −0.48** | −0.491* | 0.327*** | 0.305** |
Education: college degree | 0.008 | 0.089* | −0.209 | −0.052 | 0.194*** | 0.155 |
Education: graduate degree | 0.111** | 0.222*** | −0.32 | 0.097 | 0.079 | 0.037 |
Household size | −0.06*** | −0.04* | 0.037 | 0.243** | 0.049*** | 0.045 |
Number of children under 18 | 0.114*** | 0.068* | −0.291*** | −0.499*** | −0.111*** | 0.024 |
Number of vehicles owned | 0.141*** | 0.173*** | −0.608*** | −0.755*** | −0.226*** | −0.21*** |
Income: $50k – $100k | 0.063 | 0.068 | −0.166 | −0.143 | −0.103 | −0.07 |
Income: > $100k | −0.002 | −0.02 | 0.065 | −0.308 | 0.015 | 0.048 |
Work full time | −0.01 | 0.038 | 0.231 | 0.389* | 0.005 | 0.021 |
Like taking transit | −0.28*** | −0.27*** | 1.314*** | 1.474*** | 0.464*** | 0.474*** |
Like driving | 0.145*** | 0.169*** | −0.337** | −0.283 | −0.174*** | −0.31*** |
Residential unit density | −0.01*** | −0.01*** | −0.001 | 0.01 | 0.008*** | 0.017*** |
ACTION wave 2 | −0.06 | −0.06 | 0.346** | 0.484** | 0.043 | −0.11 |
ACTION wave 3 | −0.09** | −0.05 | 0.355** | 0.267 | 0.05 | −0.02 |
Constant | 0.198 | 2.534*** | −2.036*** | −0.339 | −0.987*** | 0.97*** |
N | 983 | 983 | 983 | 983 | 983 | 983 |
Log-Likelihood | −1,743.99 | −4,567.02 | −476.94 | −1,655.11 | −1,306.32 | −3,437.44 |
AIC | 3525.98 | 9172.04 | 991.89 | 3,348.21 | 2,650.64 | 6,912.88 |
Note: AIC = akaike information criterion, na = not applicable
p<0.1
p<0.05
p<0.01