Null Model Full Model Final Model
Akaike Information Criterion (AIC) 2131.66 1911.21 1921.86
Bayesian Information Criterion (BIC) 2137.82 1991.35 1977.34
Pseudo R2 0.00 0.15 0.14
Estimate p-⁠value Estimate p-⁠value Estimate p-⁠value
Intercept -2.31 < 0.01* -2.74 < 0.01* -2.74 < 0.01*
Service area (urbanized area) characteristics
Population (log-transformed) -0.21 0.19
Number of transit agencies -0.06 0.61
Percent renter households 0.18 0.02* 0.12 0.10
Agency characteristics
Service provided and service consumed
Annual vehicle revenue kilometers (log transformed) 0.41 0.01*
Annual ridership (log transformed) 0.48 < 0.01* 0.73 < 0.01*
Agency type (relative to local government)
Independent agency or authority 0.18 0.29 0.31 0.08
Other -0.29 0.52 -0.29 0.48
Financial characteristics
Overhead -0.11 0.25 -0.12 0.19
Farebox recovery -0.20 0.14 -0.21 0.09
Interagency relationships
Local vehicle revenue distance share -0.36 < 0.01* -0.20 < 0.01*
Time and market penetration
Years since GTFS introduction -0.85 0.26
GTFS United States market penetration 1.47 0.06 0.63 < 0.01*