Research Article
Critical Factors Analysis of Severe Traffic Accidents Based on Bayesian Network in China
Table 4
The weighted grey correlation degree of single-vehicle traffic accidents’ factors.
| Categories | Accident index | Number of accidents | Number of deaths | Number of injuries | Mean value |
| Driver factors | Overspeed | 0.788 | 0.822 | 0.870 | 0.827 | Overload | 0.663 | 0.752 | 0.734 | 0.716 | Misoperation | 0.814 | 0.735 | 0.753 | 0.767 | Driving without license | 0.735 | 0.707 | 0.723 | 0.722 |
| Vehicle factors | Poor braking | 0.735 | 0.678 | 0.754 | 0.722 | Commuter bus | 0.839 | 0.823 | 0.848 | 0.837 | Light track | 0.641 | 0.710 | 0.720 | 0.690 | Straight driving | 0.691 | 0.745 | 0.784 | 0.740 | Turing | 0.827 | 0.807 | 0.798 | 0.811 |
| Road factors | Incomplete safety facility | 0.837 | 0.721 | 0.733 | 0.764 | Nonstraight road | 0.872 | 0.857 | 0.849 | 0.860 | Slippery pavement | 0.827 | 0.759 | 0.752 | 0.780 | Road without physical separation | 0.928 | 0.799 | 0.798 | 0.841 |
| Environment factors | Daytime | 0.924 | 0.766 | 0.757 | 0.816 | Workday | 0.830 | 0.692 | 0.717 | 0.746 | Bad weather | 0.723 | 0.786 | 0.852 | 0.787 | Low visibility | 0.752 | 0.775 | 0.773 | 0.767 |
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