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Online courses are experiencing higher withdrawal rates than f2f counterparts. Previous research suggests student characteristics such as repeat enrollment (students who drop and re-enroll) and student location (distance versus on-campus) impact online withdrawal rates. This study analyzes student withdrawal data (N=1462) for seven lower-level math courses, with results indicating lower repeat enrollment in online course sections, and mixed results relative to the impact of student location on withdrawal rates in online course sections.