Table A3.
Z-Test for unsafe behaviors and type and severity of traffic accidents considering age and invalid driving license.
Objective Variables | Age | P1 | P2 | ΔP | Z | |
---|---|---|---|---|---|---|
Unsafe behaviors of drivers |
Right-of-way violations | <25 | 0.278 | 0.284 | 0.006 | −3.132 ** |
25 ≤ Y ≤ 40 | 0.278 | 0.284 | 0.006 | −4.929 ** | ||
40 < Y ≤ 60 | 0.278 | 0.275 | −0.003 | 1.966 ** | ||
Y > 60 | 0.278 | 0.299 | 0.021 | −9.773 ** | ||
Unknown | 0.278 | 0.085 | −0.193 | 62.847 ** | ||
Speed infringement | <25 | 0.124 | 0.216 | 0.092 | −53.807 ** | |
25 ≤ Y ≤ 40 | 0.124 | 0.134 | 0.011 | −11.124 ** | ||
40 < Y ≤ 60 | 0.124 | 0.094 | −0.030 | 34.413 ** | ||
Y > 60 | 0.124 | 0.078 | −0.046 | 35.831 ** | ||
Unknown | 0.124 | 0.035 | −0.088 | 43.019 ** | ||
Other infringements | <25 | 0.004 | 0.004 | 0.001 | −1.789 | |
25 ≤ Y ≤ 40 | 0.004 | 0.004 | 0.000 | −0.569 | ||
40 < Y ≤ 60 | 0.004 | 0.004 | 0.000 | 0 | ||
Y > 60 | 0.004 | 0.004 | 0.000 | 0 | ||
Unknown | 0.004 | 0.002 | −0.002 | 4.840 ** | ||
Technology-based distractions | <25 | 0.004 | 0.005 | 0.001 | −2.015 ** | |
25 ≤ Y ≤ 40 | 0.004 | 0.005 | 0.000 | −0.536 | ||
40 < Y ≤ 60 | 0.004 | 0.004 | 0.000 | 0.536 | ||
Y >60 | 0.004 | 0.005 | 0.000 | −0.949 | ||
Unknown | 0.004 | 0.001 | −0.003 | 9.574 ** | ||
Other distractions | <25 | 0.106 | 0.109 | 0.003 | −2.272 ** | |
25 ≤ Y ≤ 40 | 0.106 | 0.108 | 0.002 | −2.316 ** | ||
40 < Y ≤ 60 | 0.106 | 0.105 | −0.001 | 1.148 | ||
Y > 60 | 0.106 | 0.116 | 0.010 | −6.902 ** | ||
Unknown | 0.106 | 0.025 | −0.081 | 46.232 ** | ||
Traffic accident severity | Serious injury or death | <25 | 0.171 | 0.191 | 0.020 | −11.963 ** |
25 ≤ Y ≤ 40 | 0.171 | 0.175 | 0.004 | −3.682 ** | ||
40 < Y ≤ 60 | 0.171 | 0.168 | −0.004 | 3.286 ** | ||
Y > 60 | 0.171 | 0.165 | −0.006 | 3.420 ** | ||
Unknown | 0.171 | 0.064 | −0.107 | 39.795 ** | ||
Traffic accident type | Collision | <25 | 0.736 | 0.718 | −0.018 | 9.224 ** |
25 ≤ Y ≤ 40 | 0.736 | 0.733 | −0.003 | 2.106 ** | ||
40 < Y ≤ 60 | 0.736 | 0.739 | 0.003 | −2.239 ** | ||
Y > 60 | 0.736 | 0.757 | 0.021 | −10.578 ** | ||
Unknown | 0.736 | 0.735 | −0.001 | 0.125 | ||
Run over | <25 | 0.091 | 0.083 | −0.008 | 6.519 ** | |
25 ≤ Y ≤ 40 | 0.091 | 0.090 | −0.001 | 1.750 | ||
40 < Y ≤ 60 | 0.091 | 0.093 | 0.002 | −2.426 ** | ||
Y > 60 | 0.091 | 0.097 | 0.006 | −4.025 ** | ||
Unknown | 0.091 | 0.108 | 0.017 | −4.942 ** | ||
Others | <25 | 0.173 | 0.1983 | 0.025 | −14.835 ** | |
25 ≤ Y ≤ 40 | 0.173 | 0.1770 | 0.004 | −3.478 ** | ||
40< Y ≤60 | 0.173 | 0.1682 | −0.005 | 4.779 ** | ||
Y > 60 | 0.173 | 0.147 | −0.027 | 16.224 ** | ||
Unknown | 0.173 | 0.157 | −0.017 | 4.157 ** |
Z-Values highlighted with asterisks, **, are statistically significant differences at a 95% confidence level.