This research paper investigates predictors of engineering identity at the beginning of a first-year engineering course. This research paper investigates predictors of engineering identity at the beginning of a first-year engineering course. Engineering role identity has been connected to important student outcomes, including academic success, retention, and well-being. Students (n = 834) reported their sense of belonging in engineering, cross-racial and cross-gender belonging experiences, engineering self-efficacy, interest in engineering, and engineering identity. Through a series of path analyses, a form of structural equation modeling, we tested the predictive relationships of the measured constructs with engineering identity and investigated differences in these relationships by student race and gender. The model includes engineering identity as directly predicted by self-efficacy, interest, and sense of belonging. Sense of belonging is likewise predicted by self-efficacy and interest, generating additional indirect influences on engineering identity. Finally, a sense of belonging is further predicted by cross-racial and cross-gender belonging experiences. The strong relationships between measures provide insight into the potential for interventions to improve engineering identity in early career engineering students. Future work to analyze the longitudinal change in measures and identity in association with the intervention will further demonstrate variable relationships. Results provide insights into the potential importance of sociocultural interventions within engineering classrooms to improve the engineering climate, engagement, and retention of women and Black, Latino/a/x, and Indigenous (BLI) students.
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