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Table 2 Estimates of the multivariate ordered probit models for home-based trips by mode, Montreal 2008

From: Compliance potential mapping: a tool to assess potential contributions of walking towards physical activity guidelines

  Walking Car Transit
  Coefficient p-value Coefficient p-value Coefficient p-value
Threshold parameters
Threshold 1 (trip = 0) −3.5794 0.000 0.9163 0.000 −0.7470 0.000
Threshold 2 (trip = 1) −3.4745 0.000 1.0759 0.000 −0.9343 0.000
Threshold 2 (trip = 2) −2.2748 0.000 3.0781 0.000 2.7782 0.000
Personal characteristics
Age: Younger senior Reference Reference Reference
Age: Senior −0.0900 0.007 0.0864 0.001 −0.0611 0.070
Age: Elder senior −0.1278 0.001 0.1375 0.000 −0.2368 0.000
Gender - - −0.0748 0.001 0.0975 0.000
Household: Single Reference Reference Reference
Household: Couple −0.0730 0.022 −0.1030 0.000 0.0527 0.100
Household: Other −0.1182 0.005 −0.2213 0.000 0.2155 0.000
Occupation: Full-time −0.3630 0.000 −0.0725 0.009 0.2961 0.000
Occupation: Part-time −0.1415 0.007 - - 0.2341 0.000
Occupation: Retired Reference Reference Reference
Occupation: At-home - - - - - -
Income: <20 k Reference Reference Reference
Income: 20–40 k - - - - 0.1242 0.000
Income: 40–60 k −0.0763 0.058 0.1444 0.000 - -
Income: 60–80 k - - 0.1729 0.000 0.0918 0.061
Income: 80–100 k 0.1077 0.088 0.0899 0.051 - -
Income: g100k 0.1099 0.044 0.2007 0.000 −0.1051 0.050
Income: RF/DK - - - - - -
Mobility tools
Driver licence −0.2120 0.000 0.4791 0.000 −0.3722 0.000
Vehicle own: 0 Reference Reference Reference
Vehicle own: 1 −0.3919 0.000 1.4216 0.000 −1.0726 0.000
Vehicle own: 2 −0.6307 0.000 1.6987 0.000 −1.4726 0.000
Vehicle own: 3+ −0.6145 0.000 1.6615 0.000 −1.5867 0.000
Neighborhood characteristics
Population density: Low Reference Reference Reference
Population density: Med - - - - - -
Population density: High - - −0.0456 0.046 - -
Job density: Low Reference Reference Reference
Job density: Medium −0.1199 0.000 −0.0569 0.022 0.2988 0.000
Job density: High −0.3352 0.000 −0.5265 0.000 0.9346 0.000
Street density 0.0039 0.100 −0.0049 0.016 0.0096 0.004
Intersection den - - - - −0.0009 0.009
BSF to DA 0.2426 0.091 −0.3610 0.002 - -
Land use mix - - - - - -
Accessibility
Activity locations (400 m) 0.1150 0.000 −0.07574 0.000 −0.1078 0.000
Nearest pharmacy - - - - −0.0860 0.031
Nearest health facility - - - - −0.1703 0.009
Nearest bank −0.1425 0.000 - - 0.0596 0.040
Nearest grocery - - 0.0679 0.072 - -
Nearest library - - - - - -
Trend surface (quadratic)
Latitude −1.6413 0.000 0.0885 0.014 .5818 0.000
Longitude −0.6904 0.000 - - - -
Latitude*Longitude - - - - - -
Latitude squared 0.2335 0.000 - - −0.1214 0.000
Longitude squared 0.3873 0.000 −0.0318 0.001 - -
Distance to CBD (km) −1.1640 0.000 0.1558 0.000 - -
Summary statistics
Number of observations = 13,127 LL (Null model) = −26223.78   LL (Full model) = −22408.69
Correlation walking and car = −0.474 walking and transit = −0.231 car and transit = −0.656
McFadden's adjusted-ρ 2 = 0.1484 Likelihood ratio = 7630.18