Table 4.
Final Model, Main Effects Only. Relationship of Traffic Environment and Demographic/SES Variables to Driving and Crash Involvement (Alcohol Related or Not).
Comparison # 1 |
Comparison # 2 |
Comparison # 3 |
Comparison # 4 |
Comparison # 5 |
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---|---|---|---|---|---|---|---|---|---|---|
Control BAC≥.05 versus Control BAC=.00 |
Crash BAC=.00 versus Control BAC=.00 |
Crash BAC≥.05 versus Control BAC≥.05 |
Crash BAC≥.05 versus Crash BAC=.00 |
Crash BAC≥.05 versus Control BAC=.00 |
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Odds | P>z | Odds | P>z | Odds | P>z | Odds | P>z | Odds | P>z | |
4 – 7 p.m. | 0.729 | 0.048 | 1.139 | 0.017 | 0.638 | 0.037 | 0.408 | 0.000 | 0.465 | 0.000 |
9 p.m. – midnight | 1.731 | 0.000 | 0.880 | 0.042 | 0.875 | 0.469 | 1.720 | 0.000 | 1.514 | 0.001 |
Midnight – 3 a.m. | 4.004 | 0.000 | 0.755 | 0.004 | 0.571 | 0.008 | 3.026 | 0.000 | 2.285 | 0.000 |
7 p.m. – 9 p.m. | ||||||||||
Trip origin: | ||||||||||
Bar | 2.676 | 0.000 | 0.904 | 0.305 | 1.428 | 0.085 | 4.226 | 0.000 | 3.822 | 0.000 |
Other's home | 1.839 | 0.000 | 1.320 | 0.000 | 1.279 | 0.212 | 1.783 | 0.000 | 2.353 | 0.000 |
Work | 0.612 | 0.003 | 1.184 | 0.002 | 1.102 | 0.663 | 0.570 | 0.001 | 0.675 | 0.013 |
Other | 1.283 | 0.117 | 1.391 | 0.000 | 1.024 | 0.913 | 0.945 | 0.737 | 1.314 | 0.093 |
Own home | ||||||||||
<12 years school | 1.220 | 0.192 | 1.272 | 0.000 | 1.491 | 0.038 | 1.430 | 0.010 | 1.820 | 0.000 |
15+ years school | 0.709 | 0.003 | 0.919 | 0.081 | 1.021 | 0.894 | 0.788 | 0.047 | 0.724 | 0.005 |
12–14 years school | ||||||||||
Employed | 1.189 | 0.176 | 0.805 | 0.000 | 0.796 | 0.167 | 1.176 | 0.181 | 0.947 | 0.636 |
African American | 0.842 | 0.209 | 0.915 | 0.129 | 0.776 | 0.177 | 0.714 | 0.022 | 0.654 | 0.003 |
Hispanic | 0.863 | 0.298 | 0.805 | 0.001 | 0.973 | 0.885 | 1.044 | 0.768 | 0.840 | 0.204 |
Other | 0.413 | 0.000 | 1.205 | 0.003 | 1.441 | 0.161 | 0.494 | 0.000 | 0.595 | 0.002 |
White | ||||||||||
Age: <21 | 0.214 | 0.000 | 1.614 | 0.000 | 1.860 | 0.113 | 0.246 | 0.000 | 0.397 | 0.000 |
Age: 21–24 | 0.726 | 0.066 | 1.263 | 0.001 | 1.038 | 0.873 | 0.597 | 0.003 | 0.753 | 0.093 |
Age: 55+ | 0.759 | 0.128 | 1.192 | 0.010 | 1.057 | 0.816 | 0.673 | 0.023 | 0.802 | 0.191 |
Age: 25–54 | ||||||||||
Male | 2.210 | 0.000 | 0.855 | 0.000 | 0.910 | 0.575 | 2.353 | 0.000 | 2.012 | 0.000 |
Female | ||||||||||
One or more passengers | 1.088 | 0.420 | 1.039 | 0.396 | 0.474 | 0.000 | 0.497 | 0.000 | 0.516 | 0.000 |
Single | 1.183 | 0.171 | 1.088 | 0.100 | 1.129 | 0.460 | 1.227 | 0.103 | 1.336 | 0.016 |
Separated | 1.584 | 0.002 | 1.173 | 0.015 | 0.901 | 0.604 | 1.217 | 0.213 | 1.427 | 0.018 |
Married | ||||||||||
Single-vehicle crash | 0.791 | 0.206 | 0.825 | 0.014 | 1.470 | 0.091 | 1.410 | 0.035 | 1.163 | 0.320 |
Multiple-vehicle crash | ||||||||||
Miles driven | .98 | 0.218 | .99 | 0.472 | 1.09 | 0.007 | 1.11 | 0.000 | .89 | 0.000 |
Pseudo R2 | 0.120 | 0.021 | 0.049 | 0.197 | 0.136 |
Comparisons #1 through #5 were obtained by running a single multilogistic model twice, each time applying a different reference group. For comparisons #1, #2, and #4, the reference group was control drivers with a BAC=.00. For comparisons #3 and #5, the reference group included crash drivers with a BAC≥.05. In comparison #1, no crash is involved; therefore, crash severity (“Some Injury” and “PDO”) is that of the matching crashes. Pseudo R2 for this single model is=.1641.