TABLE 3 Marginal Effects for Predicted Probabilities of Poisson Model 3,,,,,,
Variable name,Poisson model 3,,,,,
,One-unit change around the mean1,Marginal change1,,,,
Household (HH) characteristics,,,,,,
Vehicles in HH,–0.187,–0.187,,,,
Bikes in HH,0.180,0.179,,,,
Type housing unit,,,,,,
     Apart/condo,0.073,0.073,,,,
     Dorm,1.151,1.031,,,,
Income HH,0.090,0.090,,,,
Individual characteristics,,,,,,
Age,–0.003,–0.003,,,,
Female,–0.045,–0.045,,,,
Driver,–0.177,–0.176,,,,
Status,,,,,,
     Absent,0.205,0.204,,,,
     Looking,0.142,0.141
Full-time,–0.197,–0.196
Occupation,,
     Sales/service,–0.072,–0.072
     Manuf/const/maint,–0.164,–0.164
     Prof/manag/tech,0.221,0.220
Licensed,–0.281,–0.279
Distance-to-work,–0.010,–0.010
Walk-exercising,0.227,0.226
Med condition,–0.424,–0.416
Graduate,0.116,0.116
Attitudes/perceptions,,
Traffic accidents (TA),,
     TA-No,–0.215,–0.214
Highway congestion (HC),,
     HC-Very,0.105,0.105
     HC-Severe,0.246,0.244
Drunk drivers (DD),,
     DD-Severe,0.169,0.168
Price of gasoline (PG),,
     PG-No,0.246,0.245
     PG-Severe,–0.128,–0.128
Walkways/sidewalks (WS),,
     WS-Little,0.145,0.144
     WS-Somewhat,0.349,0.345
"Urban form, neighborhood design, and land-use attributes",,
Ln(density),0.026,0.026
Connectivity,–0.608,–0.587
Diversity,0.278,0.276
Accessibility,–0.676,–0.647
Neighborhood sociodemographics,,
Age in N,–0.003,–0.003
Race in N,0.469,0.459
1 Binary (0–1) dummy indicator variables correspond to a discrete change as the variable changes from 0 to 1.,,