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Computer Science for California (CSforCA) is a coalition of educators, industry leaders, nonprofit organizations, and higher education institutions advocating for high-quality computer science education, with an emphasis on girls, low-income students, and students of color. Seasons of CS is CSforCA’s year-round professional learning experience that aims to provide educators across the state of California access to quality training in computer science (CS) education that is standards aligned and culturally responsive. In order to (1) expand access to high quality computer science education throughout the state and (2) ensure that access is equitable, scalable and sustainable in the long-term, we concentrate on building the capacity of not just classroom teachers, but also school leaders, and counselors. Seasons of CS builds upon existing professional learning models across the country to increase access and broaden participation in computing (Ottenbreit-Leftwich, 2022; Karlin et al., 2023; Yadav et al., 2021; Wachen et al., 2021; Goode et al., 2020) The CAPE Framework helps ground Seasons of CS’s comprehensive collective impact approach to systemic change through sharing data-driven practices that address equity-minded practices to broaden participation. For instance, in partnership with the Kapor Center, CSforCA has developed and implemented a data tool to identify and respond to local and statewide equity gaps in access to computer science education. It is through these data-driven practices that we can hold ourselves - and the state- accountable for increasing access to CS. Furthermore, an ongoing examination of local and statewide data helps our stakeholder groups determine whether our strategies are meeting their intended outcomes, instead of continuing, or worse, exacerbating existing inequities. Since increasing access to ongoing professional learning for teachers is a priority tactic to increasing access of CS education for students, we want to better understand the following: Does increased professional learning opportunities for teachers equip them to reduce barriers to increase access and engagement for students? Does increased professional learning opportunities for teachers equip them to reduce barriers to increased access and engagement for students of color in particular? In order to answer these questions, we developed a study that derives data from the CSforCA data tool, as well as interviews from 70 of the 700 participating educators six months after their summer professional learning experience. In these interviews, we asked participants about barriers to implementing the professional learning they participated in. Preliminary data demonstrates a nuanced understanding of the outcomes of this large-scale professional learning program and explores the degree to which professional learning increases access to computer science among Black, Brown, and Indigenous students. In addition, we provide analyses that demonstrate the limitations of data tools, which have grown in popularity, to demonstrate overall access to -and engagement in- CS education, uncovering where and how CS education is prospering.
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Identifying Barriers and Opportunities for Broadening Computing Participation among Underrepresented High School Students in California
As efforts to broaden participation in computing and provide equitable computer science education to all students increase across the country, within states, and within cities and districts, this research aims to investigate whether existing efforts have increased equity. This research analyzes three years of computer science access, enrollment, and success data across the state of California to: (a) examine whether racial, gender, and socioeconomic equity in CS access, enrollment and success has improved; (b) identify persistent barriers to racial, gender and socioeconomic equity, and (c) inform statewide strategies to ensure equity in computer science across California. Findings indicate despite several promising trends, including an increase in CS access and participation across California, racial, gender and SES gaps remain in access to CS courses, participation, and success. Additional statewide policies and practices are needed to ensure equity in CS across California.
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- Award ID(s):
- 1837780
- PAR ID:
- 10119339
- Date Published:
- Journal Name:
- Meeting of the American Education Research Association
- Format(s):
- Medium: X
- Sponsoring Org:
- National Science Foundation
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This paper explores the potential of virtual education options to fulfill policies designed to broaden participation in computer science (CS) education. Virtual education platforms inherently offer access to a wider range of students than traditional brick-and-mortar schools. Access does not preclude the various socio-economic challenges to engaging these platforms, but this format could be used to mitigate barriers to reaching groups of students that have historically been marginalized in CS courses. In 2019, Georgia passed legislation that requires all middle and high schools to offer CS courses by 2025. The legislation also allowed for virtual courses to satisfy the requirement. While the legislation is intent on broadening participation in CS education, it specifically incorporates a virtual option, making it novel among similar legislative actions across the country. In this context, we examine whether virtual CS courses increase access for marginalized student populations. As such, we explore (1) to what extent do the disparities in CS education found in brick-and-mortar classrooms also appear in virtual settings and (2) to what extent is there an association between modality and rurality on CS course enrollment. Using district enrollment data from 2012 to 2019 for CS courses in Georgia, we calculated the percentage of students in marginalized groups that enrolled in physical courses across the state compared to the percentage enrolled in statewide virtual courses to illuminate existing disparities in enrollment. We conducted this analysis at the district level to highlight variability in representative disparity and the underlying structural differences that might contribute to these disparities. Our analysis provides insight that incorporates the different levels of representative disparity districts have overall. As an early adopter of virtual CS education, the Georgia model provides valuable information for states interested in policies to broaden participation in CS courses.more » « less
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In early 2020, a cohort of 30 high schools engaged in a year-long intervention designed to increase their ability to offer Computer Science (CS) and Cybersecurity education to their students. After we performed an evaluation on the intervention’s impacts, we turned our attention to whether or not the outcomes were influenced by engagement of the schools in the cohort. In this research paper, we focus on the guiding research question: How do schools’ engagement in an intervention designed to build equitable CS and Cybersecurity education capacity impact schools’ course offerings and students’ participation in these courses? To measure equitable impact, we evaluated changes to actual CS and Cybersecurity course offerings and enrollment at the schools. We focused on the differences in participation across student gender and race/ethnicity as well as participation levels at the different schools across three years prior to the intervention and one year after the intervention. Findings indicate that, despite the disruption to schools from the COVID-19 pandemic, schools engaged in the program had very significant increases in AP CSP, AP CS A, and Cybersecurity course offerings and enrollment, particularly at schools that serve students from low-income families.more » « less
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null (Ed.)Computer Science (CS) education advocates have worked within states to change K-12 education policies in order to broaden participation in computing (BPC) and grow CS as a content discipline within K-12 classrooms. Statewide summits, which convene a variety of stakeholders across levels of education, are pivotal events that build momentum for change. Maryland has utilized annual summits to leverage statewide advocacy in order to continue CS K-12 education growth. Summit evaluations provided valuable data to strategically plan additional events and advocacy activities. Data from the past four annual summits are analyzed and discussed. State advocacy outcomes include: 1) increased statewide CS education awareness, 2) the establishment of the Maryland Center for Computing Education, 3) seven million dollars of state funds dedicated to K-12 CS education professional development and pre-service teacher preparation program reform, and 4) the enactment of Securing the Future: Computer Science for All law. This law requires all Maryland public high schools to offer CS, make efforts at the middle and elementary levels to include CS, and broaden participation in computing in K-12 classrooms. Valuable insights are provided for other states to consider as they build BPC advocacy efforts through statewide summits in their own states.more » « less
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This qualitative research project is part of a larger NSF-funded grant entitled "Cogenerative Development of Culturally Relevant Pedagogical Guidelines for Computer Science and Computational Thinking in High Schools." During Year 1 of the project, qualitative in-depth interviews were conducted with 26 high school students to better understand the challenges and barriers to enrollment in and engagement/success in Computer Science courses in high school. A grounded theory approach was used, given the exploratory nature of the study. Students were selected from three partner schools and had to meet at least one of the criteria associated with underrepresented students in Computer Science: identifying as female; low socioeconomic status; and/or racial/ethnic minority (Black/African American; Hispanic/Latinx/Chicanx; Native American/Alaskan, and Native Hawaiian/Pacific Islander, or multi-racial). Common themes that emerged included the following: Challenges (Financial Factors, Role of Gender (i.e. identifying as female), and Race/Ethnicity Issues); Positive Influences (Role of Teacher, Role of Family); Other Interesting Insights (Wanting to be challenged in Computer Science Classes, Problems with the Marketing of Computer Science as a discipline). Limitations of the current study are discussed as well as directions for future research and implications for a more culturally relevant pedagogical approach to teaching Computer Science and Computational Thinking in high schools. This project is funded by the National Science Foundation CS for All: Research and RPPs program, Award No. 2122367.more » « less
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