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. 2026 Sep 18;101:28. doi: 10.1186/s42506-026-00234-1

Table 2.

Model specifications for violations, errors, and lapses

Variable Violations Model Errors Model Lapses Model
Coeff. (std) p Coeff. (std) p Coeff. (std) p
Intercept 7.601 (0.704) < 0.001* 8.940 (0.612) < 0.001* 8.835 (0.657) < 0.001*
Age - - 0.056 (0.014) < 0.001* 0.060 (0.015) < 0.001*
Male 0.601 (0.447) 0.179 -1.494 (0.324) < 0.001* -2.071 (0.345) < 0.001*
Married -0.032 (0.659) 0.961 -0.660 (0.496) 0.183 0.329 (0.534) 0.537
Have Child -0.161 (0.643) 0.802 0.613 (0.479) 0.201 -0.352 (0.515) 0.495
High Education -1.170 (0.376) 0.002* -1.260 (0.275) < 0.001* -0.987 (0.297) 0.001*
Mobile Use never Reference
seldom 0.604 (0.465) 0.195 0.199 (0.339) 0.558 -0.355 (0.365) 0.331
sometimes 4.118 (0.576) < 0.001* 1.733 (0.421) < 0.001* 1.084 (0.451) 0.434
always 3.256 (0.682) < 0.001* 0.680 (0.493) 0.168 -0.412 (0.526) 0.433
Eating while Driving never Reference
seldom 2.712 (0.422) < 0.001* 1.058 (0.309) < 0.001* 1.518 (0.333) < 0.001*
sometimes 5.507 (0.559) < 0.001* 3.131 (0.411) < 0.001* 3.529 (0.440) < 0.001*
always 6.995 (0.886) < 0.001* 2.813 (0.639) < 0.001* 3.249 (0.679) < 0.001*
Seatbelt Non-use never Reference
seldom - 1.201 (0.363) 0.001* 0.964 (0.394) 0.015*
sometimes 0.493 (0.415) 0.235 1.750 (0.393) < 0.001* 1.850 (0.426) < 0.001*
always 0.367 (0.457) 0.421 1.966 (0.410) < 0.001* 2.055 (0.440) < 0.001*
Sleepy never Reference
seldom 4.116 (0.426) < 0.001* 2.008 (0.307) < 0.001* 2.760 (0.330) < 0.001*
sometimes 6.876 (0.688) < 0.001* 4.328 (0.523) < 0.001* 6.602 (0.556) < 0.001*
always 6.846 (1.431) < 0.001* 4.334 (1.103) < 0.001* 8.726 (1.324) < 0.001*
Daily Driving 0.606 (0.079) < 0.001* 0.164 (0.058) 0.005* 0.012 (0.063) 0.855
Driving History -0.107 (0.018) < 0.001* -0.118 (0.019) < 0.001* -0.121 (0.020) < 0.001*