skip to main content
US FlagAn official website of the United States government
dot gov icon
Official websites use .gov
A .gov website belongs to an official government organization in the United States.
https lock icon
Secure .gov websites use HTTPS
A lock ( lock ) or https:// means you've safely connected to the .gov website. Share sensitive information only on official, secure websites.


Title: The impact of exploring computer science in Wisconsin: where disadvantage is an advantage
Assessing the impact of regional or statewide interventions in primary and secondary school (K-12) computer science (CS) education is difficult for a variety of reasons. Qualitative survey data provide only a limited view of impacts, but quantitative data can be notoriously difficult to acquire at scale from large numbers of classrooms, schools, or local educational authorities. In this paper, we use several publicly available data sources to glean insights into public high school CS enrollments across an entire U.S. state. Course enrollments with NCES course codes and local descriptors, school-level demographic data, and school geographic attendance boundaries can be combined to highlight where CS offerings persist and thrive, how CS enrollments change over time, and the ultimate quantitative impact of a statewide intervention. We propose a more appropriate level of data aggregation for these types of quantitative studies than has been undertaken in previous work while demonstrating the importance of a contextual aggregation process. The results of our disparate impact analysis for the first time quantify the impact of a statewide Exploring Computer Science (ECS) program rollout on economic groups across the region. Our blueprint for this analysis can serve as a template to guide and assess large-scale K-12 CS interventions wherever detailed project evaluation methods cannot scale to encompass the entire study area, especially in cases where attribute heterogeneity is a significant issue.  more » « less
Award ID(s):
1640217
PAR ID:
10107530
Author(s) / Creator(s):
; ;
Date Published:
Journal Name:
ITiCSE 2018 Proceedings of the 23rd Annual ACM Conference on Innovation and Technology in Computer Science Education
Page Range / eLocation ID:
57 to 62
Format(s):
Medium: X
Sponsoring Org:
National Science Foundation
More Like this
  1. 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
  2. The Adapt, Implement, and Research at Nebraska (AIR@NE) project, funded by the NSF CSforAll Researcher-Practitioner Partnership (RPP) program, examines the adaptation of a validated K-8 Computer Science (CS) curriculum in diverse school districts statewide. Our Research-Practitioner Partnership is primarily between the University of Nebraska-Lincoln, the Lincoln Public Schools, and other diverse school districts across Nebraska. Our primary goal is to study and document how different districts, including rural, predominantly minority, and Native American reservation, adopt the curriculum and broaden participation in CS. In addition, the project is developing instructional capacity for K-8 CS education with diverse learners. Our research also adapts and develops teacher and student CS assessments, and documents case studies using design-based research methodology to show how an adaptive curriculum broadens CS participation. Our Professional Development (PD) program for K-8 CS teachers is comprehensive. It consists of three summer courses for each cohort and a series of workshops during the academic year. Of the three summer courses, two are administered in the first year for a cohort: (1) an introduction to computer science course where teachers learn fundamental CS topics and programming in a high-level programming language (e.g., Python), and engage in problem solving and practice computational thinking, and (2) a course in pedagogy for teachers to learn how to teach K-8 CS, including lesson designs, use of instructional resources such as dot-and-dash robots, and assessments. Then, the following academic year after the summer, the PD program holds a series of workshops on five separate Saturdays to support teacher implementation of their lesson modules during the academic year, reflect and improve on their lessons, reinforce on CS concepts and pedagogy techniques, review and adopt alternative instructional resources, and share insights. These Saturday workshops also facilitate further community building and resource sharing. The third course occurs in the second year for a cohort, involving dissemination of research results from the team to the teachers, opportunities to discuss new resources and approaches on teaching CS concepts and computational thinking, and sharing of experiences and insights after teachers have completed one academic year of teaching CS. Unlike the first two courses that are required of teachers, this third course is an opt-in course that combines more in- depth pedagogy and elements of leadership. Thus far, we have had two cohorts and used the design methodology to revise our PD program, making our design more robust based on the lessons learned over the two years. The course materials, assessment, and survey instruments have also been improved. While the project is on-going we have data to that indicates the impact of the work so far. There were significant pre-post gains for both cohorts in teachers’ knowledge of computer science concepts and computational thinking. Scores on the computational thinking assessment were higher than those for CS concepts, which was to be expected given their CS teaching experience. Moreover, in both cohorts, the teachers’ confidence in teaching CS improved significantly. 
    more » « less
  3. null (Ed.)
    While the Computer Science for All (CS for All) movement has led to valuable advancements in equity-oriented curricula and teacher professional development, critical questions remain about how to build the capacity of school and district leadership to implement equitable CS education. How can administrators be supported in decision-making practices so that their school policies facilitaterather than hinder CS for All efforts? Our statewide research-practice partnership (RPP)—representing fourteen different urban, rural, and suburban local education agencies (LEAs) across the state—sought to tackle this question by collaboratively developing, implementing, and iteratively improving upon a guide and workshop for administrators seeking to bring CS into their schools, as well as a multi-stakeholder PD for teachers, counselors, and principals. Both researcher and administrator panelists will share how we built an RPP, lessons learned in creating administrator resources, and details about effective multi-stakeholder PD. In line with SIGCSE’s 2021 call, this panel will inform audience members about how RPPs and a focus on leadership can expand computing education opportunities for more students in K-12 public schools. 
    more » « less
  4. Background and Context: Most large-scale statewide initiatives of the Computer Science for All (CS for All) movement have focused on the classroom level. Critical questions remain about building school and district leadership capacity to support teachers while implementing equitable computer science education that is scalable and sustainable. Objective: This statewide research-practice partnership, involving university researchers and school leaders from 14 local education agencies (LEA) from district and county offices, addresses the following research question: What do administrators identify as most helpful for understanding issues related to equitable computer science implementation when engaging with a guide and workshop we collaboratively developed to help leadership in such efforts? Method: Participant surveys, interviews, and workshop observations were analyzed to understand best practices for professional development supporting educational leaders. Findings: Administrators value computer science professional development resources that: (a) have a clear focus on “equity;” (b) engage with data and examples that deepen understandings of equity; (c) provide networking opportunities; (d) have explicit workshop purpose and activities; and (e) support deeper discussions of computer science implementation challenges through pairing a workshop and a guide. Implications: Utilizing Ishimaru and Galloway’s (2014) framework for equitable leadership practices, this study offers an actionable construct for equitable implementation of computer science including (a) how to build equity leadership and vision; (b) how to enact that vision; and (c) how to scale and sustain that vision. While this construct applies to equitable leadership practices more broadly across all disciplines, we found its application particularly useful when explicitly focused on equity leadership practices in computer science. 
    more » « less
  5. 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. 
    more » « less