Research Article

Spatial-Temporal Analysis of Crash Severity: Multisource Data Fusion Approach

Table 3

Calibration result of ordered logit model.

ChoiceVariableCoefficientt-value

Damage Injury FatalDummy variable, if the shoulder of the road is made lf soil = 1, otherwise = 00.4104.05
Minimum headway−0.00017−2.73
Dummy variable, if the vehicle has a continuous technical defect = 1, otherwise = 0−0/705−1/69
Dummy variable, if the left turn of the vehicle is the cause of the crash = 1, otherwise = 00.7223.45
Dummy variable, if two-sided road is nonseparate = 1, otherwise = 00.6377.03
Dummy variable, if the road has protection = 1, otherwise = 00.4312.10
Dummy variable, if the land use is recreational = 1, otherwise = 00.8915.87
Dummy variable, if there be a middle refuge = 1, otherwise = 00.5633.19
Dummy variable, if it is snowy = 1, otherwise = 0−1.198−4.46
Dummy variable, if it is negative slope turn = 1, otherwise = 0−1.511−5.08
Dummy variable, if the bus is involved in an crash = 1, otherwise = 0−0.624−2.15
Dummy variable, if the truck is involved in an crash = 1, otherwise = 0−0.884−3.18
Dummy variable, if the land use is agricultural = 1, otherwise = 00.7805.39
Dummy variable, if the trailer is involved in the crash = 1, otherwise = 0−1.447−5.01
Number of observations3262
LL0−2749.101
LLβ−2650.906
p20.035