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. Author manuscript; available in PMC: 2023 Mar 1.
Published in final edited form as: Transp Res Rec. 2021 Nov 7;2676(3):621–633. doi: 10.1177/03611981211055669

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