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When examining factors affecting student academic success, it is important to consider how these factors interact with one another. Students’ affective attributes are complex in nature; thus, research methods and analyses should holistically examine how these attributes interact, not simply as a set of distinct constructs. Prior research into engineering students’ affective attributes, in which we used a validated survey to assess student motivation, identity, goal orientation, sense of belonging, career outcome expectations, grit and personality traits, demonstrated a positive correlation between perceptions of belongingness in engineering and time spent in the program. Other prior research has examined interactions between affective attributes, for example, engineering identity as a predictor of grit (consistency of interest). However, more work is needed to examine the complex relationships between sense of belonging, engineering identity, future career outcome expectations and motivation, particularly for students in an engineering program undergoing curricular change. This paper describes a confirmatory factor analysis and structural equation model to examine how engineering identity, career outcome expectations and time-oriented motivation (specifically, students’ future time perspectives, or FTP) impact their sense of belonging in engineering, with grit (consistency of interest) as a moderator of these relationships. To conduct these analyses, we used survey data collected over two years from sophomores, juniors, and seniors enrolled in an undergraduate civil engineering program (2017-18, n=358; 2018-19, n=556). Based on descriptive statistics and initial statistical comparisons, we confirmed our prior findings that students’ sense of belonging at the course level increased with time in the program (from sophomore to senior year), and that engineering identity increased with time in the program as well. In addition, we observed that seniors had higher perceived instrumentality, a sub-construct of FTP indicating their perceived usefulness of their courses in reaching their future goals, than sophomores and juniors. We found that course belongingness and FTP have the strongest influence on belongingness compared to other affective attributes we assessed. When identity and motivation were factored in, career outcome expectations were not influential to engineering belongingness. Finally, we found that time-oriented motivation (FTP) was also a mediator of this relationship through its influence on grit (consistency of interest). 

The Statewide Coalition Supporting Underrepresented Populations in Precalculus through Organizational Redesign Toward Engineering Diversity (SC:SUPPORTED), a Design and Development Launch Pilot funded under the National Science Foundation INCLUDES program, is a coalition of secondary districts and postsecondary institutions throughout South Carolina that have joined together to address the systemic issue of mathematics preparation and placement for students pursuing or intending to pursue engineering degrees. In Year One of the project, we used individual data for all 21,656 first-year STEM-intending students enrolled in a public two- or four-year postsecondary institution with ABET-accredited engineering programs in the state to identify specific pathways with high rates of placement in or above calculus, pathways with balanced rates of placement in/below calculus, pathways with high rates of placement below calculus, and “missing” pathways: ones that produced disproportionately few engineering-intending students. From the pathways analysis we identified target locations for focus groups to identify factors that do not readily appear in institutional data, such as the impact of guidance counselor recommendations in a student’s selection of their last high school math course taken. Broad themes emerging from the focus groups provided additional insight into potential interventions at multiple points along educational pathways. These themes also contributed to both the development of a survey for statewide administration and a follow-up study to develop profiles of school district decision-making with direct and indirect effects on mathematics preparation and major selection of students from that district. As we conclude Year Two of our launch pilot, in this paper we integrate a subset of results from different aspects of the project to address both quantitative impact and qualitative context of the roles that poverty and guidance play in gaining access to engineering in South Carolina.