
NSF Org: |
EES Div. of Equity for Excellence in STEM |
Recipient: |
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Initial Amendment Date: | July 23, 2019 |
Latest Amendment Date: | August 17, 2021 |
Award Number: | 1920670 |
Award Instrument: | Standard Grant |
Program Manager: |
Carrie Hall
carhall@nsf.gov (703)292-4641 EES Div. of Equity for Excellence in STEM EDU Directorate for STEM Education |
Start Date: | August 1, 2019 |
End Date: | June 30, 2024 (Estimated) |
Total Intended Award Amount: | $900,749.00 |
Total Awarded Amount to Date: | $1,011,361.00 |
Funds Obligated to Date: |
FY 2021 = $110,612.00 |
History of Investigator: |
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Recipient Sponsored Research Office: |
874 TRADITIONS WAY TALLAHASSEE FL US 32306-0001 (850)644-5260 |
Sponsor Congressional District: |
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Primary Place of Performance: |
1114 W. Call Street Tallahassee FL US 32306-4459 |
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: |
04002122DB NSF Education & Human Resource |
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 EHR Core Research project will conduct research on women's participation in computing fields, with a focus on community college starters using a comprehensive dataset from Florida's educational institutions and national-level comparable data. Despite the growing demand for computer scientists and engineers, women's representation in this industry remains problematically low while their share of degree earners has declined nationally. In 2014, the most recent year for which U.S. national data are available, the share of women earning bachelor's degrees in computer science was 18.1%, down from 25.1% a decade earlier. Although women constitute the majority of community college starters, and community college students often gravitate towards applied technical and high-growth degree fields, community college pathways have been under-examined as a mechanism for enhancing women's representation in computing and technology. Emerging research has begun to identify secondary school, community college, and baccalaureate curricular pathways as a vehicle to facilitate science, technology, engineering and mathematics (STEM) student success, especially for underrepresented women. This project will provide new insights into how students successfully navigate these career pathways by focusing on analyses of community college students in computing in the highly diverse state of Florida. The findings from this study may be used in subsequent research and in the development of interventions to curb the gender gap in computing fields, especially among underrepresented and economically disadvantaged women. The alignment of Florida administrative and U.S. national data may also have meaningful use for scholarly and practitioner communities interested in broadening participation in STEM higher education.
This project will fill three critical shortcomings of current research on the gender gap in computing and technology: 1) it focuses solely on computing, which currently has fewer women than other STEM fields and has the most prospects for job growth; 2) because of the amount of data available, the researchers can employ an intersectional approach to understand how various women navigate pathways; and 3) the researchers will focus on the community college experiences and pathways often chosen by many underrepresented groups to enter computing. The research design leverages Florida administrative data and an existing conceptual model, the Momentum for Community College Student Success framework, to follow a diverse population of community college students pursuing computing degrees. The dataset includes postsecondary transcript data coupled with multilayered measures of demographic and family backgrounds and academic history, particularly in high school mathematics and science courses. Administrative datasets offer the advantage of vast statistical power that facilitates nuanced field-specific and intersectional analyses while also examining the differences in the secondary and postsecondary course-taking experiences and outcomes with respect to the timing and consistency of enrollment in postsecondary programs. To contextualize Florida findings, the researchers will also engage in complementary analyses of U.S. national longitudinal data, using the two most recent cohorts of Beginning Postsecondary Students study data. Three types of outcomes will be analyzed with respect to postsecondary attainment outcomes: 1) Attainment of an associate degree in computing-related fields; 2) Transfer to computing related major from a two-year institution to a four-year institution; and 3) Attainment of a bachelor's degree in computing-related fields. The investigator team will use multivariate statistical analyses and quasi-experimental designs to compare the probabilities for men and women graduating with degrees in computing fields as compared to other STEM fields.
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.
Overview
NSF grant #1920670 focused on understanding the gendered pathways in computing degrees from Florida's two-year institutions. The project, titled "Gendered Pathways: From Florida’s Two-Year Institutions to Computing Degrees," aims to investigate how gender influences educational trajectories in the field of computing. This research involves analyzing large-scale federal and state longitudinal data to identify factors that contribute to the success and persistence of women and girls in the changing landscape of U.S. postsecondary education in science, technology, engineering, and mathematics fields (STEM), with a particular focus on community college pathways to computing, a field which has been among the most sex-segregated and while also growing in enrollments and workforce demand.
INTELLECTUAL MERIT
Contributions to knowledge:
This ECR Broadening Participation in STEM study investigates women’s participation in computing fields, with a focus on community college starters. Social disparities in undergraduate field of study are a principal driver of income inequality; this has consequences for families, societies, and individuals. This project is grounded in a social justice approach to investigating and facilitating broader participation, particularly among students with compounding inequalities. This focus is consistent with the priorities of NSF INCLUDES, one of NSF’s 10 Big Ideas, to develop networks and partnerships to address STEM inclusion. We employed a series of quantitative approaches including structural equation modeling, multinomial logistic regression, propensity score matching, and other techniques to investigate high school and early college academic and background factors’ effects on postsecondary major, upward transfer, and degree attainment among other related outcomes.
We are continuing to publish research in a range of scholarly and broad reach outlets. The state administrative data involved the greatest new cleaning, testing, and preparation as compared to national datasets already available to the team, therefore these findings are the newest to be released and are continuing to be pursued beyond the funding period. Most centrally, we have found the following themes in our work, with attention here to research using Florida EDW data following community college starters (beginning 2013-2016):
1. Advanced HS and CC Gateway courses: Domain-specific effects and targeted access– community college students do enroll in AP math and science courses, and computing courses, but numbers were small during our observation window– computing for all interventions after most of our students had finished high school (across national and state datasets).
2. It is important to offer computing and advanced STEM courses in high school and inclusively, not just to students viewed as likely to enter four-year colleges after H.S.--with the structure of developmental math, rigorous courses build upon momentum that then moves students into next step in community colleges.
3. Gender inequities remain: we see this across datasets and have observed interesting nuance when attending to intersectional identities, especially looking at gender and race and increasingly paying attention to social class and other contextual factors. Gender disparities in computing seem to be wider in community colleges than in four-year colleges, for reasons we can hypothesize (age, geography, career-focused enrollment programs, curricular offerings) but have not been able to conclusively observe with these data.
BROADER IMPACTS
What opportunities for training and professional development has the project provided?
Over the course of these funding years, even with COVID-19, the project has provided multiple opportunities for training and professional development for team members. Various student and professional awards and recognitions include competitive fellowships, postdoctoral fellowships and full-time research posts, and promotions, in addition to the Ph.D. graduation of seven Ph.D. students supported financially by this grant over the funding period, and the professional training of two post-doctoral fellows now in their next research intensive placements, continuing this line of work: Nhien is at UCLA and Erichsen at University of Maryland.
Research Team (*PhD completed; ^postdoc supported, #promoted to full)
#Lara Perez-Felkner (PI), Shouping Hu (co-PI), *Jinjushang Chen, *Ciera Fluker, *^Kristen Erichsen, *Yang Li, ^Chantra Nhien, *Ladanya Ramirez Surmeier, *Chelsea Shore, *Teng Zhao
Dissemination
As noted above and detailed below, we presented our work at a series of higher education, education research, community college, STEM education, and sociology conferences. We also submitted and published our work to journals in these and related fields. We also met with a series of practitioners and stakeholders over the course of our grant, at a range of formal and informal convenings focused on researchers, practitioners, industry, and policy engaged audiences in Florida and beyond, including state (e.g., Florida College Access Network), national (e.g., Council on the Study of Community Colleges, American Educational Research Association, Association for the Study of Higher Education) and international convenings (Network Gender + STEM, University of Valencia policy pub talk). We have to date published a policy brief and done two podcast interviews, and have engaged in additional press and social media dissemination of our work, and are planning another policy brief synthesizing our most recent slate of published articles.
Last Modified: 10/30/2024
Modified by: Lara C Perez-Felkner
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