
NSF Org: |
DUE Division Of Undergraduate Education |
Recipient: |
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Initial Amendment Date: | August 16, 2019 |
Latest Amendment Date: | August 16, 2019 |
Award Number: | 1937777 |
Award Instrument: | Standard Grant |
Program Manager: |
Earnestine Psalmonds
DUE Division Of Undergraduate Education EDU Directorate for STEM Education |
Start Date: | October 1, 2019 |
End Date: | December 31, 2021 (Estimated) |
Total Intended Award Amount: | $349,997.00 |
Total Awarded Amount to Date: | $349,997.00 |
Funds Obligated to Date: |
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History of Investigator: |
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Recipient Sponsored Research Office: |
5250 CAMPANILE DR SAN DIEGO CA US 92182-1901 (619)594-5731 |
Sponsor Congressional District: |
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Primary Place of Performance: |
5500 Campanile Drive San Diego CA US 92182-1127 |
Primary Place of
Performance Congressional District: |
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Unique Entity Identifier (UEI): |
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Parent UEI: |
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NSF Program(s): | ECR-EDU Core Research |
Primary Program Source: |
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Program Reference Code(s): |
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Program Element Code(s): |
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Award Agency Code: | 4900 |
Fund Agency Code: | 4900 |
Assistance Listing Number(s): | 47.076 |
ABSTRACT
This project examines STEM trajectories of women of color who start their STEM education at two-year public institutions. The goal is to use national and social network data: to 1) understand the integration of mobility patterns, student characteristics, college experiences, and institutions to support career persistence in STEM women of color; and 2) identify what influential networks at the student- and institutional-level have affected their scientific thinking, and persistence and success in STEM. To accomplish the research goals, the investigator will deepen her knowledge of biological sciences education, qualitative and quantitative research design and methods, and data analysis. Guided by working with her advisors and mentor, specific professional development activities include pursuit of a data analytics certificate and attending network analysis/ softare workshops and STEM conferences. The study will advance knowledge about successful, first-generation women of color STEM majors who started their careers in community colleges and the factors that enabled them to persist. This research has the potential to inform retention initiatives for underrepresented groups at other academic institutions.
The investigator will use Social Network Analysis and a mixed methods approach to understand how advisors, peers, and relatives influence the persistence and STEM career trajectories of women of color who attend community colleges. The research questions will be answered through two stages of analysis, including descriptive statistics and multiple membership random modeling. The investigator will: 1) map the networks that provide navigational capital to the student participants; 2) quantify a matrix of resistance for what aids and deters students as they navigate STEM pathways; and 3) contextualize how influential networks enable students to overcome personal and institutional challenges. The matrix combines complex systems and socio-ecological theory to track non-linear, adaptive, and emergent interactions. The longitudinal and network data will be provided through the National Center for Education Statistics, Beginning Postsecondary Students Longitudinal Study, and the Integrated Postsecondary Educational Data System, questionnaires, and qualitative interviews. The findings will be significant in mapping the complex pathways of women of color STEM majors and informing institutions about ways to improve academic services and support for this understudied group.
The project is supported through NSF's EHR Core Research Building Capacity in STEM Education Research competition that is designed to build individuals' capacity to carry out high quality fundamental STEM education research in STEM learning and learning environments, broadening participation in STEM fields, and STEM workforce development.
This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
PUBLICATIONS PRODUCED AS A RESULT OF THIS RESEARCH
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PROJECT OUTCOMES REPORT
Disclaimer
This Project Outcomes Report for the General Public is displayed verbatim as submitted by the Principal Investigator (PI) for this award. Any opinions, findings, and conclusions or recommendations expressed in this Report are those of the PI and do not necessarily reflect the views of the National Science Foundation; NSF has not approved or endorsed its content.
Intellectual Merit
From looking at longitudinal data of this population’s educational transfer pathways to analyzing their personal networks and the impacts of these networks on the way they think as scientists and navigate community college, this study has carried out a comprehensive approach to look at broad and contextual patterns of this historically excluded group in the STEM fields.
Institutional Transfer Pathways
The institutions that this specific population has attended between 2011-2017 show a dispersed network (Figure I) with a low density of 0.0023, highlighting lack of connectivity between the 370 schools and, hence, the scarce formalized pathways for women of color STEM majors to transfer from two-year to four-year institutions.
Figure II depicts that the biggest nodes are green (4-years) which shows that many WOC STEM majors are leaving four-year institutions after transferring there. Meanwhile, Figure III shows that the biggest nodes are blue which means WOC STEM majors frequently laterally transfer to other 2-years. The lack of formalized pathways for this group also can inform educational policymakers and institutional leaders the value of establishing and strengthening such connections to solidify this pathway.
Personal Networks that Influence Scientific Thinking and Navigational Capital
Women of color STEM majors in the community college have diverse influential networks: (1) family members, (2) college faculty and staff, (3) friends, (4) K-12 educators, (5) college schoolmates, (6) local community members, (7) public figures, and (8) religious figures. The variety of social relationships represented indicate that women of color STEM majors in the community college draw knowledge from multiple sources at the intersection of their multiple identities, enriching the knowledge that these students can bring to learning environments.
For scientific thinking development, family and college faculty/staff have the highest influence on the scientific thinking of 75% and 66.67%, respectively, of all participants (Figure IV). For navigational capital growth, family and college educators also have the highest influence on 91.67% and 63.89%, respectively, of all participants (Figure V).
Qualitative narratives also revealed how family influenced participants, regardless of the relatives’ educational attainment level at the high school or lower level. For example, when asked about who influenced her scientific observation, 26-year-old Latina Physics major, Callisto, shared that her mother “always told [her] how to question things” which “[gave her] the scientific aspect” of observing things in detail. Assertive and analytical matriarchs made a strong impression on participants.
Finally, participants nominated their schoolmates (such as peer tutors and STEM diversity clubs) as the most impactful group on their notions of thinking about diversity of people and ideas in STEM fields. This finding infers the significance of creating a campus and STEM classroom environment with diverse bodies and opportunities to engage in meaningful interactions.
Broader Impacts
Learning more about what influences the scientific and academic development of women of color community college students may help promote efforts to broaden participation and access for underrepresented groups in the STEM fields. Diversifying the STEM fields can enrich the unique perspectives represented and perhaps catalyze innovations in how knowledge is produced in the STEM fields.
With many underrepresented students entering postsecondary education via community colleges, there is a huge potential in broadening participation by reaching these students in this level of their educational career. Centering their own experience and background can inform how to best support them as emerging scientists and as STEM major graduates. Knowing more about the actual needs of these students in their own voices can help enhance STEM enrichment programs that are targeted to them--especially since they have unique needs compared to STEM majors in four-year universities.
Professional Development
Throughout this process, an early career researcher with an interdisciplinary background in Biology, Education, and Black Studies obtained extensive professional development in advanced quantitative and qualitative research methods, mentoring, multi-layered dissemination, intergenerational collaboration, and networking opportunities. Primary mentors were Dr. Felisha Herrera Villarreal, Dr. Kimberly Tanner, Dr. Carlos Gutierrez, and Dr. Cecilia Rios-Aguilar. Dr. Adriana Ruiz Alvarado consulted on institutional social network pathways.
With the support of the Research & Equity Scholarship Institute's Dr. Victoria Rodriguez-Operana (SDSU RESISTE), PI created a grant webpage:
https://res-iste.sdsu.edu/index.php/women-of-color-in-stem/
Dr. Yap built a GitHub page with R and Python codes if researchers need to use similar statistical analyses and data visualizations.
https://github.com/1melomelo/Women-of-Color-STEM-influential-networks
Aside from submitting manuscripts to STEM education journals such as CBE-LSE, PI also published a book chapter that caters to community college practitioners (Figure VI), presented at various conferences and invited talks, participated in a virtual web-cast panel (Figure VII), and contributed to the HSI STEM Resource Hub Newsletter:
https://hsistemhub.org/portfolio-item/january-2021-newsletter/
Dr. Yap trained and mentored graduate students from Agnes Scott College: Adrienne Rice, Jasmine Moore, Kalli Walker, and Sara Sanford. To evaluate professional development activities, Dr. Yap also collaborated with other graduate students enrolled in Agnes Scott College’s Master’s certificate programs in Social Innovation and Evaluation and Assessment Methods.
Last Modified: 04/30/2022
Modified by: Melo-Jean Yap
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