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Variable | Type | Variable description and assumption |
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Individual demographic variables |
Gender | dummy | 0, girl; 1, boy. Boys are assumed to prefer motorized modes. |
Grade | ordinal | Higher-grade students intend to use motorized travel. |
Vehicle | dummy | 1, household owns car(s); 0, no. Students from car-owning households are likely to be driven to school. |
Individual travel features |
Escort | dummy | 1, picked up by parents; 0, no. Students who are escorted are likely to use a motorized travel mode. |
Distance | continuous | Longer distance trips lead to more motorized usage. |
School-level attribute variables |
Public | dummy | 0, private; 1, public |
Location | dummy | 0, peripheral; 1, central |
School-level built environments |
Catchment size | continuous | Large size encourages motorized travel modes. |
Road density | continuous | Higher density promotes walk and cycling. |
Street-crossing facilities | continuous | The number of street-crossing facilities within a school-centric buffer area with a radius of 2 km. More facilities benefit walking and cycling. |
Street-crossing intervals | continuous | The average spacing distance between two nearby street-crossing facilities along all roads within a school-centric buffer area with a radius of 2 km. A smaller interval facilitates walking and cycling. |
Bus station | continuous | More stations encourage travel by public transit. |
Subway | dummy | 0, no subway station within 1 km of the sampled school; 1, yes |
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