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1. Post-graduation Plans of Undergraduate BME Students: Gender, Self-efficacy, Value, and Identity Beliefs

   https://doi.org/10.1007/s10439-020-02693-9  

   Patrick, Anita ; Borrego, Maura ; Riegle-Crumb, Catherine ( January 2021 , Annals of Biomedical Engineering)

   null (Ed.)

   This study investigates career intentions and students’ engineering attitudes in BME, with a focus on gender differences. Data from n = 716 undergraduate biomedical engineering students at a large public research institution in the United States were analyzed using hierarchical agglomerative cluster analysis. Results revealed five clusters of intended post-graduation plans: Engineering Job and Graduate School, Any Job, Non-Engineering Job and Graduate School, Any Option, and Any Graduate School. Women were evenly distributed across clusters; there was no evidence of gendered career preferences. The main findings in regard to engineering attitudes reveal significant differences by cluster in interest, attainment value, utility value, and professional identity, but not in academic self-efficacy. Yet, within clusters the only gender differences were women’s lower engineering academic self-efficacy, interest and professional identity compared to men. Implications and areas of future research are discussed. 

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2. Characterizing Student Identities in Engineering: Attitudinal Profiles of Engineering Majors

   Benson, L. ; Potvin, G. ; Kirn, A. ; Godwin, A. ; Doyle, J. ; Rohde, J.A. ; Verdín, D. ; Boone, H. ( June 2017 , ASEE annual conference & exposition)

   https://peer.asee.org/27950 This paper presents results of work completed on our project, Intersectionality of Non-normative Identities in the Cultures of Engineering (InIce). The overarching focus of this project is on how students who hold non-normative identities position themselves, grow through their education, and navigate the cultures of engineering they experience in college. Our goal is to investigate ways to engage students who hold non-normative identities to become more active and lifelong participants in engineering disciplines. Our work is proceeding in three phases: 1) Identify, through a quantitative instrument, the attitudinal profiles of normative and non-normative students in engineering; 2) Characterize students’ normative and non-normative identities through in-depth interviews and analysis of differences between students with normative and non-normative identities in engineering; and 3) Drawing from our findings, develop a workshop and set of courses to incorporate diversity topics into engineering programs to enhance the culture of engineering to be more responsive towards, and inclusive of, a diverse range of student identities. We have completed the first phase of the project in which we quantitatively measured and characterized student groups with normative and non-normative identities in engineering. Our definitions of normative and non-normative for this project are developed through Topological Data Analysis (TDA) of a set of multi-institution survey data (n = 2916). TDA allows identification of groups without imposing a priori hypotheses on how the attitudes of students may group together (nor how they may distinguish between demographic groups). This approach allows the underlying structure of the data to emerge rather than imposing pre-defined definitions of normative attitudes or identities. Our TDA results revealed one group that contains a relatively large number of students (the “normative” group) and a total of seven other distinct, but relatively populated, groups (the “non-normative” groups). We have compiled a summary of the most salient attitudinal constructs in terms of characterizing and distinguishing between all these groups including: motivation (value, goal orientation, future time perspective), engineering and physics identities (performance/competence and recognition beliefs for each), personality traits (neuroticism, extraversion, belongingness) and grit (consistency of interest). We are currently in Phase 2 of our study in which we are conducting a series of qualitative, longitudinal interviews with students selected from normative and non-normative groups to understand how they navigate their engineering experiences and define their educational trajectories over the first two years of college. This data will be deductively analyzed based on our existing attitudinal frameworks as well as inductively coded for emerging themes on how students feel belongingness within engineering culture. This project promises to move traditional measures of demographic data beyond socially constructed perceptions of others and allows for the representation of student diversity from the perspective of each participant. This more accurate reflection of diversity provides novel insight into the experiences of students who might otherwise be ignored or unjustifiably lumped in with other students with whom they share some demographic indicator and how residing at the intersection of multiple measures of diversity can influence students’ experiences in engineering culture. 

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3. Toward an Understanding of the Relationship Between Race/Ethnicity, Gender, First-generation Student Status, and Engineering Identity at Hispanic-serving Institutions

   Arnett, Stephanie M. ; Way, Sandra M. ; Ortiz, David G. ; Humble, Lorissa B.B. ; Martinez, Analyssa D. ( July 2021 , ASEE annual conference proceedings)

   This research paper investigates the relationship between race/ ethnicity, gender, first-generation college student status, and engineering identity using cross-sectional data from early-career engineering majors. Measures of engineering identity are increasingly used in models of engineering education to evaluate how identity contributes to success and persistence of engineering students. Engineering identity is generally assumed to contribute to educational success, with stronger engineering identity leading to persistence. At the same time, data clearly shows that persistence of engineering students varies by race/ethnicity and gender. Given these previous findings, we would expect to find that engineering identity will vary by race/ ethnicity, gender, and first generation status. Yet, relatively little work has quantitatively compared how engineering identity differs across racial/ ethnic groups and gender. While researchers are increasingly trying to gain a better understanding of engineering identity among Latina students, for example, the literature has not yet adequately accounted for how Latina students differ from their non-Hispanic white peers. This works seeks to address that gap in the literature with an exploration of the ways that race/ethnicity, gender, and first generation status work together to impact engineering identity among early-career engineering students at four public Hispanic-Serving Institutions (HSIs) in the Southwestern United States. We conducted surveys as part of a longitudinal study on STEM education. Data discussed here comes from baseline surveys of three cohorts of engineering students (N=475). Approximately two-thirds of the respondents were attending a traditional 4-year university while the remainder (N=159) were attending community college at the time of the survey. Approximately two-thirds of the respondents identified as Latinx, 27% identified as female, and 26.5% reported that they were first-generation college students. While expectations were that engineering identity would vary by race/ethnicity and gender, preliminary analyses of our data unexpectedly reveal no significant differences between Latinx and White students in terms of their engineering identity and no significant differences in engineering identity between male and female students. Interactions between race/ethnicity and gender were also tested and yielded no significant differences between early-career Latinx and White students in terms of their engineering identity. Finally, students who reported that they will be the first in their family to get a college degree had significantly lower engineering identity scores (=-.422; p=.001). These results lead us to conclude that first generation status at HSIs may be more important than gender and race/ ethnicity in the development of engineering identity for early career students. 

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4. Barriers and supports needed to improve ET career development: A two-year view of D.E.E.P. engineering technology career formation progress and impacts

   https://doi.org/10.18260/1-2--36738  

   Frady, K. ; Hughes, C. ; High, K. ( July 2021 , Annual American Society for Engineering Education Conference)

   The purpose of the Research in the Formation of Engineers National Science Foundation funded project, Developing Engineering Experiences and Pathways in Engineering Technology Career Formation (D.E.E.P. Engineering Technology Career Formation), is to develop a greater understanding of the professional identity, institutional culture, and formation of engineer technicians and technologists (ET) who are prepared at two-year colleges. ET professionals are important hands-on members of engineering teams who have specialized knowledge of components and engineering systems. Little research on career development and the role of ET in the workforce has previously been conducted prompting national organizations such as NSF and the National Academy of Sciences to prompt more research in this area [1]. The primary objectives of this project are to: (a) identify dimensions of career orientations and anchors at various stages of professional preparation and map to ET career pathways, (b) develop an empirical framework, incorporating individual career anchors and effect of institutional culture, for understanding ET professional formation, and (c) develop and pilot interventions aimed at transforming engineering formation systems in ET contexts. The three interdisciplinary theoretical frameworks integrated to guide design and analysis of this research study are social cognitive career theory (SCCT) [2], Schein’s career anchors which focuses on individual career orientation [3], and the Hughes value framework focused on the organization [4]. SCCT which links self-efficacy beliefs, outcome expectations, and personal goals to educational and career decisions and outcomes ties the individual career anchors to the institutional context of the Hughes framework [2]. To date, the project has collected and analyzed quantitative data from over 330 participants who are two-year college ET students, two-year college transfer students, and early career ET professionals. Qualitative data from historical institutional documents has also been collected and analyzed. Initial analyses have revealed gaps and needed areas of support for ET students in the area of professional formation. Thus far, the identified gaps are in institutional policy (i.e. lack of articulation agreements), needed faculty professional development (i.e. two-year faculty on specific career development and professional ET formation needs and four-year faculty on unique needs of transfer students), missing curriculum and resources supporting career development and professional formation of ET students, and integration of transfer student services focusing on connecting faculty and advisors across both institutional levels and types of programs. Significant gaps in the research promoting understanding of the role of ET and unique professional formation needs of these students were also confirmed. This project has been successful at helping to broaden participation in ET engineering education through integrating new participants into activities (new four-year institutional stakeholders, new industry partners, new faculty and staff directly and indirectly working with ET students) and through promoting disciplinary (engineering education and ET) and cross disciplinary collaborations (human resource development, higher education leadership, and student affairs). With one year remaining before completion of this project, this project has promoted a better understanding of student and faculty barriers supporting career development for ET students and identified need for career development resources and curriculum in ET. Words: 498 References [1] National Academy of Engineering. (2016). Engineering technology education in the United States. Washington, DC: The National Academies Press. [2] Lent, R.W., & Brown, S.B. (1996). Social cognitive approach to career development: An overivew. Career Development Quarterly, 44, 310-321. [3] Schein, E. (1996). Career anchors revisited: Implications for career development in the 21st century. Academy of Management Executive, 10(4), 80-88. [4] Hughes, C. (2014, Spring). Conceptualizing the five values of people and technology development: Implications for human resource managmeent and development. Workforce Education Forum, 37(1), 23-44. 

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5. WIP: Research Identity among First-Year Engineering Latina Students at a Research- Intensive Hispanic Serving Institution

   Lizandra C. Godwin ( June 2023 , 2023 ASEE Annual Conference & Exposition)

   This work in progress paper focuses on understanding what students in first- year engineering courses understand about who becomes a researcher and if they see themselves as a researcher, or someone who might become a researcher. Specifically, we compare Latinas to other students in this study to explore the origins of differences in later participation. This work has importance and necessity since it has been noted that the national graduation rate for Latinas with a Ph.D. in engineering is very low; only 91 (< 1%) of awardees in 2018- 2019 identified as Latina. Our research investigates the interest of first year engineering students in research, which might illuminate strategies for addressing the underrepresentation of Latinas in national Ph.D. engineering programs. The purpose of this quantitative study is to characterize early perspectives about research, graduate school, and becoming a researcher. A statistical analysis of the results from a cross-sectional survey was completed. A principal component analysis extracted the following constructs: (1) research self-efficacy, (2) engineering research identity, and (3) perceived cultural compatibility. Self-reported demographics (gender, race/ethnicity, college generation, first year on campus) were collected during the survey and used to group respondents during the analysis. The study population includes all students enrolled in a first-year engineering course for the Fall 2022 (n=215) at the University of New Mexico, a public R1, Hispanic- serving institution. The students were from the following engineering disciplines: Chemical & Biological, Civil, Computer Science, Electrical & Computer, Mechanical, and Nuclear. A regression analysis is used to compare Latinas' perceptions and intentions to students who are well-represented (Asian or White men) in engineering. We hypothesize that the constructs examined in this study explain variance in research persistence. This research has significance if we are to attain more diverse faculty for the emerging student population which requires an increase in the number of Latinas graduating with a doctoral degree and continuing into academia. 

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