Table 2.
Logistic regression coefficients (standard errors) in models for risk of driver fatalities and driver involvement in single-vehicle crashes, in two-vehicle crashes, and in all crashes as a function of variables for age, gender, and BAC. Data are from the 2006–2007 FARS and 2007 National Roadside Survey.
Variable | Single-vehicle crashes |
Two-vehicle crashes |
All crashes |
|||
Fatalities | Involvements | Fatalities | Involvements | Fatalities | Involvements | |
Main effects | ||||||
Intercept | −2.595 (0.205) | −2.234 (0.202) | −2.996 (0.207) | −1.982 (0.208) | −2.021 (0.210) | −1.251 (0.209) |
Female | −0.786 (0.078) | −0.371 (0.066) | −0.159 (0.070) | −0.332 (0.064) | −0.496 (0.068) | −0.287 (0.065) |
Age (ref. = 21–34) | ||||||
Age 16−20 | 1.138 (0.084) | 0.946 (0.089) | 0.673 (0.085) | 0.697 (0.084) | 0.968 (0.083) | 0.773 (0.084) |
Age ≥35 | −0.231 (0.078) | −0.119 (0.064) | 0.289 (0.064) | −0.050 (0.060) | 0.079 (0.062) | −0.040 (0.059) |
BrAC | 0.035 (0.003) | 0.028 (0.003) | 0.025 (0.002) | 0.022 (0.003) | 0.031 (0.002) | 0.024 (0.003) |
Interactions | ||||||
0< BrAC <.019, age ≥ 21 | −0.538 (0.166) | −1.570 (0.197) | −1.597 (0.161) | −1.254 (0.168) | −0.911 (0.165) | −1.481 (0.174) |
Age 16−20, BrAC | 0.004 (0.005) | 0.005 (0.005) | 0.004 (0.005) | 0.003 (0.005) | 0.004 (0.005) | 0.004 (0.005) |
Age 21−34, BrAC (ref.) | ||||||
Age ≥35, BrAC | −0.001 (0.004) | −0.004 (0.004) | −0.001 (0.003) | −0.001 (0.004) | −0.003 (0.003) | −0.003 (0.004) |
Max-rescaled R2 | .7192 | .3734 | .3756 | .2645 | .6355 | .3215 |
Notes: Coefficients marked in bold are not significant (5%). The “Involvement” categories include drivers who were involved in a fatal vehicle crash but were not fatally injured. BAC = blood alcohol concentration; FARS = U.S. Fatality Analysis Reporting System; BrAC (breath alcohol concentration) is the rescaled BAC: BrAC = BAC × 1000. Ref. = reference group: Men ages 21–34 years. Age ≥ 21 refers to ages 21 and older.