Research Article
Factors Affecting Crash Involvement of Commercial Vehicle Drivers: Evaluation of Commercial Vehicle Drivers’ Characteristics in South Korea
Table 6
Model estimation results for significant independent variables.
| Variable | Local bus | Express bus | Taxi | Truck | Coef. | St. dev. | Coef. | St. dev. | Coef. | St. dev. | Coef. | St. dev. |
| Driver age (ref.: 21–30) | | | | | | | | | 31–40 | −0.83 | | −1.76 | | −1.61 | 5.20 | −1.47 | 3.49 | 41–50 | 0.08 | | −0.11 | | −0.34 | | −0.31 | | 51–60 | 0.77 | | 0.14 | | 1.19 | 0.87 | −0.03 | | 61 and above | 0.97 | | 0.53 | | 1.70 | | 0.25 | | Violation rate | 0.83 | 1.59 | 0.90 | 0.59 | 1.45 | 1.51 | 0.92 | 1.33 | Driving experience | −0.03 | 0.01 | −0.02 | | −0.04 | 0.01. | −0.03 | 0.02 | Job change rate | 0.01 | | 0.04 | | −0.44 | 5.65 | 0.06 | | Crash rate | 0.60 | | 0.72 | | 1.25 | | 1.00 | | Constant | −2.20 | | −2.69 | | −3.02 | | −2.89 | | Number of observations | 75,435 | 46,839 | 285,476 | 219,844 |
|
|
Note. Coef. = coefficient, st. dev. = standard deviation, , , , and .. |