The study found that the leading factors contributing to crashes were:
yawning-driver
Driver incapacitation-illness, sleepiness, alcohol, drugs
Driver inattention or distraction
Driver's vision obscured
Vehicle defects
Driver failure to account for environmental conditions - rain, snow, road conditions
Speeding
Maneuvering