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This study seeks to understand the relationship between students’ non-cognitive attributes (i.e., self-efficacy, outcome expectations, and interest) and STEM degree completion in four-year colleges and universities. Preliminary results indicate students with strong interest, high self-efficacy, and mid-level outcome expectations are more likely to persist and complete degree in STEM field.