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. 2024 Feb 24;10(5):e26944. doi: 10.1016/j.heliyon.2024.e26944

Table 1.

Descriptive statistics of variables associated with vehicle defect crashes.

Variable Frequency Percentage
Crash Severity Major Injury 681 4.52
Minor Injury 2962 19.68
No Injury 11411 75.8
Primary Contributing Factors Defective equipment 7611 50.56
Driving too fast for condition 1051 6.98
Misjudging stopping distance 973 6.46
Followed too close 901 5.99
Ran off road 417 2.77
Other -No improper driving 328 2.18
Ran traffic signal 248 1.65
Driving under influence (DUI) 129 0.86
Other 3396 22.56
Gender Male 9899 65.76
Female 5155 34.24
Driver Age 15–19 2225 14.78
20–39 7873 52.3
40–59 3627 24.09
more than 60 1329 8.83
Manner of Crash Single vehicle crash 6282 41.73
Rear end 4048 26.89
Side impact (90°) 693 4.6
Side impact (angled) 632 4.2
Head on 283 1.88
Other 3116 20.7
First harmful event Collision with Vehicle in Traffic 6092 40.47
Vehicle Defect/Component Failure 1746 11.6
Collision with Ditch 731 4.86
Collision with Tree 474 3.15
Overturn/Rollover 385 2.56
Collision with Concrete Barrier 349 2.32
Ran Off Road Right 898 5.97
Ran Off Road Straight 101 0.67
Ran Off Road Left 498 3.31
Other 3780 25.11
Safety Equipment Shoulder and Lap Belt Used 13296 88.32
No safety equipment used 630 4.18
Unknown 1128 7.49
Airbag status Airbag deployed 2754 18.29
Airbag not deployed 10496 69.72
Airbag not installed 1437 9.55
Others 367 2.44
Vehicle Age 0–5 years 2319 15.4
6–10 years 2640 17.54
more than 10 years 10095 67.06
Vehicle Type Passenger Car 6790 45.1
Pick-Up (Four-Tire Light Truck) 3154 20.95
Sport Utility Vehicle (SUV) 2770 18.4
Tractor/Semi-trailer 872 5.79
E Single-Unit Truck (2-Axle/6-Tire) 262 1.74
Others 1206 8.01
Contributing vehicle defect Brakes 6326 42.02
Tire Blowout/Separation 3374 22.41
Improper Tread Depth 1628 10.81
Headlights 109 0.72
Wheels 849 5.64
Taillights 110 0.73
Others 2658 17.66
Driver Employment Status Employed 8566 56.9
Unemployed 2491 16.55
Self-employed 875 5.81
Retired 553 3.67
Others 2569 17.07
Roadway curvature and Grade Straight and Level 9225 61.28
Straight with Down Grade 1963 13.04
Straight with Up Grade 1149 7.63
E Curve Left and Down Grade 445 2.96
Others 2272 15.09
Weather Clear 9296 61.75
Cloudy 2735 18.17
Rain 2462 16.35
Others 561 3.73