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In recent years, research has associated grade point average (GPA) with a variety of student outcomes during their undergraduate careers. The studies link higher GPAs to students being more likely to graduate in their major, while lower GPAs have been linked to students switching majors or leaving the institution. Further research, which focuses on how Black female and male students remain successful in different engineering degrees, is necessary to identify the underlying elements contributing to their entrance into and exit from engineering disciplines. This quantitative examination of trends among the GPAs of Black women and men is part of a larger NSF-funded mixed-methods study that includes in-depth student interviews of Black students who persisted in and switched from ME. In this quantitative paper, we examine the GPA patterns of Black students in Mechanical Engineering (ME). Students who have ever enrolled in ME have four potential, mutually exclusive, outcomes: 1) they can persist for 12 semesters without graduating; 2) they can graduate in ME within 12 semesters; 3) they can switch to another major; or 4) they can leave school. In this research, we identify the most common GPA patterns associated with graduated ME students. We hypothesize a relationship between distinct GPA patterns and whether a student persists in ME, graduates in ME, switches away from ME, or leaves the institution altogether. This quantitative investigation uses the Multiple-Institution Database for Investigating Engineering Longitudinal Development (MIDFIELD) to collect the cumulative GPA of ME students at each term. We use a functional cluster analysis approach to group similar patterns. First, a function is fit to each student record. Then a cluster analysis is conducted on the function parameters to identify natural groupings in the data. Once students are grouped according to their GPA profile, we examine the other characteristics and outcomes of the group. We present a visual quantitative analysis of the patterns in the GPAs of Black women and men who enroll in ME. Clustering analysis suggests that first-time-in-college (FTIC) Black female students in ME who graduated have a higher proportion of students in the higher GPA clusters than the proportion of FTIC Black male students who graduated in ME. A higher proportion of the male student population is clustered in the lower GPA cluster groups as compared to women in the lower GPA cluster groups. A higher proportion of students who graduated are in the higher GPA clusters than the proportion of graduated students in the lower GPA clusters. [ABSTRACT FROM AUTHOR]

The objective of this project is to identify policies and practices that influence choice, persistence, and attrition of Black students in Electrical Engineering (EE), Computer Engineering (CpE), and Mechanical Engineering (ME) and to make actionable recommendations for policy makers regarding best practices. Building on prior work that demonstrated the impacts of gender and race on academic trajectories for engineering as a whole and EE, CpE, and ME in particular, our transformative mixed-methods project responds to calls for more crossinstitutional qualitative and longitudinal studies of minorities in engineering education. The study will investigate the following overarching research questions: 1. Why do Black men and women choose and persist in, or leave, EE, CpE, and ME? 2. What are the academic trajectories of Black men and women in EE, CpE, and ME? 3. In what ways do these pathways vary by gender or institution? 4. What institutional policies and practices promote greater retention of Black engineering students? Our mixed-methods approach combines the quantitative power of large sample sizes available from the Multi-Institution Database for Investigating Engineering Longitudinal Development (MIDFIELD) and the qualitative richness of 80 in-depth interviews and detailed content analysis of institutional policies and contexts at four institutions. This approach allows for the development of the thematic rigor necessary to advance theoretical understanding of engineering education for underrepresented minorities (URMs). We will draw on the theoretical frameworks of intersectionality, critical race theory, and community cultural wealth to guide our research and interpret our findings. [ABSTRACT FROM AUTHOR]

We present a visual, quantitative analysis of the academic pathways of Black men and women who enroll in Electrical Engineering (EE) or Mechanical Engineering (ME) at any point during their undergraduate experience (N=4816). Our research provides evidence that more Black students choose EE than ME, in contrast to national data for all races that show that more students major in ME than EE. While more Black students initially enroll in EE overall, ME attracts a larger proportion of its Black students from other majors and retains a larger fraction. Black women are particularly persistent in ME (58%). Most Black students who leave EE or ME leave the institution without a degree. Seventy-eight percent of Black men and 65% of Black women who leave ME leave the institution without a degree. Of those leaving EE, 74% of Black men and 64% of Black women leave the institution without a degree. This examination of quantitative differences between disciplines lays a foundation for qualitative study through indepth student interviews of Black students in these majors. [ABSTRACT FROM AUTHOR]