Table 4. Comparison of differences in driving cluster characteristics.
Variables | Cluster 1(n = 51) | Cluster 2(n = 45) | F | P-value | ||
---|---|---|---|---|---|---|
Mean | SD | Mean | SD | |||
Gender | 0.530 | 0.504 | 0.698 | 0.457 | 3.082 | 0.082 |
Age | 0.227 | 0.262 | 0.504 | 0.294 | 22.911 | 0.000 ** |
Crash ratio | 0.158 | 0.232 | 0.072 | 0.04 | 0.214 | 0.024 * |
Maneuver judgment | ||||||
Safe and legal event ratio | 0.857 | 0.154 | 0.921 | 0.224 | 2.323 | 0.131 |
Safe but illegal event ratio | 0.012 | 0.032 | 0.011 | 0.046 | 0.307 | 0.581 |
Unsafe but legal event ratio | 0.074 | 0.107 | 0.012 | 0.045 | 9.455 | 0.003 ** |
Unsafe and illegal event ratio | 0.057 | 0.113 | 0.056 | 0.212 | 0.009 | 0.994 |
Event nature | ||||||
Single-vehicle event ratio | 0.157 | 0.192 | 0.043 | 0.092 | 12.09 | 0.001 ** |
Straight-line event ratio | 0.602 | 0.234 | 0.651 | 0.344 | 0.753 | 0.388 |
Direction change event ratio | 0.241 | 0.225 | 0.306 | 0.329 | 1.046 | 0.309 |
Pre-incident maneuver | ||||||
Steady driving event ratio | 0.254 | 0.182 | 0.565 | 0.302 | 37.931 | 0.000 ** |
Direction change event ratio | 0.259 | 0.176 | 0.078 | 0.133 | 31.927 | 0.000 ** |
Velocity change event ratio | 0.487 | 0.229 | 0.357 | 0.304 | 6.121 | 0.015 * |
Driver reaction | ||||||
Braking reaction ratio | 0.707 | 0.243 | 0.944 | 0.112 | 32.655 | 0.000 ** |
Steering reaction ratio | 0.121 | 0.176 | 0.021 | 0.072 | 13.37 | 0.000 ** |
Accelerated reaction ratio | 0.018 | 0.052 | 0.009 | 0.031 | 1.799 | 0.183 |
No reaction ratio | 0.154 | 0.254 | 0.026 | 0.195 | 9.194 | 0.003 ** |
Distraction state | ||||||
No-risk distraction event ratio | 0.605 | 0.218 | 0.551 | 0.363 | 1.483 | 0.226 |
Low-risk distraction event ratio | 0.240 | 0.215 | 0.385 | 0.342 | 4.624 | 0.034 * |
Mid-risk distraction event ratio | 0.124 | 0.193 | 0.042 | 0.091 | 7.204 | 0.009 ** |
High-risk distraction event ratio | 0.031 | 0.054 | 0.022 | 0.083 | 0.489 | 0.486 |
Multiple distractions event ratio | 0.204 | 0.172 | 0.092 | 0.184 | 9.478 | 0.003 ** |
Note
*: p<0.05
**: p<0.01