Little is known about the safety of tourist drivers in the United States. Most domestic studies focused on traffic deaths/injuries of U.S. citizens traveling abroad, citing chief factors such as left-driving, lack of seat belt use, and alcohol consumptions. For states where there are a number of tourism attractions and roadways to reach them, it is of interest to investigate whether traffic safety is an issue for tourist drivers. To that end, this research work investigated the contributing factors for crash severity and crash likelihood of park-visiting drivers in or near three national parks in rural areas. The driver-level data from the Rocky Mountain National Park (ROMO) and the Sequoia and Kings Canyon National Park (SEKI) revealed risk factors for crash severity including age, geometry, seat belt usage, among others. To anticipate crash likelihood of visiting drivers, the second data set offered a more microscopic view at the road level. It contained road geometry, traffic volume, environment, and crash counts aggregated at the segment level along a 57.8-mile tourist route of US Highway 89 (a primary route to the north gate of Yellowstone National Park). Crash risk factors (e.g., geometry and traffic intensity) affected local and nonlocal (tourist) drivers in different ways. Further exploration of crash trends in specific parks would be valuable to understand the overall trends and contributors to crashes in tourism areas and determine the effective improvement measures.