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The purpose of this paper was to explore middle grades pre-service teachers’ TPACK, attitudes toward technology integration, self-efficacy of integrating technology, and perception of teamwork in a stand-alone technology integration course. The researchers collected quantitative data using multiple validated surveys. They found that pre-service teachers developed self-efficacy and some TPACK constructs after taking the course. Pre-service teachers enrolled in the Flipped Team-Based Learning (FTBL) section reported higher perception of teamwork scores compared to pre-service teachers enrolled in the Flipped Classroom (FC) section. These results showed promise of using FTBL as a pedagogical strategy to develop pre-service teachers’ TPACK, self-efficacy, and soft skills. Meanwhile, the results pinpointed that bigger sample size and in-depth qualitative data were needed to further this investigation.