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Women are both historically and currently underrepresented in the STEM fields, though improvements have been made in recent years. This study investigates the role of a 9th grade teacher/student gender matching in developing science identity, a trait shown to be a precursor to a STEM career. Using the nationally representative High School Longitudinal Study 2009 dataset, a hierarchical regression was performed to examine the relationship between a gender match and intention to major in STEM and found no significant correlation. However, science identity was shown to strongly correlate with such an intention.