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Previous research has shown that initial mathematics course placement in college is a strong predictor of persistence to an engineering degree. This study examines whether greater access to devices used in high school STEM courses is positively related to a student’s college math course placement. Both qualitative and quantitative data were collected and analyzed. In the quantitative analysis, data on freshmen in Engineering and Engineering-related programs from across 20 public institutions within the same state revealed that classrooms with wireless access and the number of devices dedicated for student use in their high schools were not useful predictors of their math course placement in college. This runs counter to intuition and may provide new insight into the effectiveness of technology implementation within high school classrooms. In a qualitative analysis, the type of devices, frequency, and manner in which the devices were implemented in high school math courses were examined.