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Creators/Authors contains: "Garvin, Megean"

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  1. Hartshone, R (Ed.)
    This landscape study explored structural barriers to diversity in computing education by focusing on Computer Science Education State Supervisors (CSEdSS) in state education agencies. Positioned in 41 states, CSEdSS play a crucial role in ensuring equitable access to K-12 CS learning pathways. Despite efforts to expand CS education policy, equity issues in access persist. Based on a survey of CSEdSS (n=32) with a 78% response rate, we applied the Capacity for, Access to, Participation in, and Experience of (CAPE) Framework to analyze CSEdSS survey responses to questions about how they enact their role and the ways in which equity in CS education impacts their work. Findings revealed that CSEdSS leveraged the opportunities available to them to build capacity and advance equitable access to CS education across diverse state contexts, even as they navigated systems that present challenges to equitable implementation. The results highlighted the importance of using a critical analysis approach to interrogate policy enactment through a sociocultural and systems-based lens, addressing the complexities of implementing CS education policies at macrosystem, mesosystem, and microsystem levels to support inclusive and equitable pathways in CS education. 
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    Free, publicly-accessible full text available March 17, 2026
  2. State computing education policy advocates utilize legal language to build systemic change for broadening participation in computing (BPC) efforts. This study posits that state education policymaking, involving law and regulations that influence the norms and practices in K-12 classrooms, requires identifying authority structures and systems, which are accountable for delivering equitable computing education. Of the 29 states and Puerto Rico in the Expanding Computing Education Pathways (ECEP) Alliance, 14 states have computing education laws, and 9 states have mandated reports. Recommendations for how states can refine existing policies or create new equity centered state computing education policies are provided. 
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  3. This study aims to examine the current experiences of high school students in computer science (CS) courses and the factors that motivated them to continue their future enrollment. The participants were 603 high school students in grades 9 through 12 in Indiana, all of whom enrolled in at least one CS course during the 2020-2021 academic year. This research revealed that fun and meaningful CS pedagogy, knowledgeable CS teachers, and relevance to their lives and future careers enabled high school students to hold positive experiences in their CS classes. These experiences impacted students to take additional CS courses. In addition to these positive experiences, gender and early exposure to CS emerge as predictors to pursue CS courses. The findings will carry significance for policymakers and educators offering insights to enhance and broaden students’ participation and engagement in the CS course. 
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  4. Although it is well known that Black women are underrepresented in computing, less is known about their pre-college experiences. We hypothesize that inequities at the K-12 level result in Black women's underrepresentation in computing, because Black women have accumulated less social capital and are less embedded in courses and organizations related to computing prior to college. This paper reports the initial findings from the first round of a survey designed to gather the pre-college computing experiences of Black women and their peers. Black women in our sample were less likely to report participating in formal computer science (CS) education in school, slightly more likely to report participation in outside-of-school computing programs, about equally as likely to pursue computing experiences independently, and more likely to have had no pre-college computing experiences at all. We found that Black women were less likely to report that they were told they would be a good computer scientist, especially by friends, teachers, and guidance counselors, thus reflecting weaker social connections and lower levels of social capital. These findings suggest that organizational embeddedness or social ties from pre-college computing experiences may indeed be a factor in Black women's underrepresentation in computing and that access to these experiences outside of the formal classroom may be particularly important. The survey is one part of a study that will feature a second round of data collection in another state, analysis of state-level longitudinal data, and interviews with Black women. 
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  5. This experience report shares lessons learned when expanding demographic options on an undergraduate survey. The study is designed to better understand the relationship between pre-college computing experiences and the choice to major in computing, particularly focusing on Black women’s experiences. Expansive options for gender (5 plus an openended), race (18 non-mutually-exclusive options), and disability (8) gave respondents more opportunity for specificity. Yet we faced unexpected challenges in analysis and interpretation as we hadn’t considered the implications of being so expansive ahead of time. This paper presents our lessons learned, analysis choices and plans for future iterations of the survey. 
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  6. 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. 
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