Aberrant Driving Behaviours on Risk Involvement among Drivers in China

Table 5

Variables associated with risk involvement.

Variables	Accident involvement			Penalized points involvement
	B	OR	Sig	B	OR	Sig
Gender	−0.04	0.96	0.91	0.52	1.68	0.18
Age	−0.01	0.99	0.87	−0.03	0.98	0.39
Marital status	0.23	1.26	0.62	0.07	1.07	0.89
Educational background	−1.04	0.35	0.02	−0.17	0.84	0.69
Driving experience	−0.02	0.98	0.64	−0.01	0.99	0.75
Average annual mileage	0.08	1.09	0.02	0.05	1.05	0.09
Scores of driving skills	−0.61	0.54	0.11	−0.15	0.86	0.68
Violations	0.89	2.44	0.03	1.14	3.13	0.01
Distracted driving	1.04	2.84	0.00	0.80	2.22	0.02
Errors	0.09	1.09	0.81	0.01	1.01	0.97
Drunk driving	0.55	1.73	0.37	0.45	1.57	0.44
Fatigued driving	0.14	1.15	0.56	0.21	1.23	0.39

, . B: regression coefficient of variables in the model. OR: odds ratio, the odds of a dependent variable increase (OR >1) or decrease (OR <1) when the value of the explanatory variable increases by 1.0 unit. Sig: significance of explanatory variables in the model.