“…In addition, crashes in rural areas have a higher casefatality rate and may have different distributions of speeding, alcohol involvement, safety belt use, vehicle types, and crash mechanisms. [15][16][17][18][19][20] We believed that it was important to control for the effects of geographic locale to make valid estimates about the association between the novice age group and various crash and driver variables.…”