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Stella Xin Yin; Dion Hoe-Lian Goh; Choon Lang Quek; Zhengyuan Liu – Educational Technology & Society, 2025
With the growing popularity of computational thinking (CT) classes in K-12 schools, it is important to investigate public perceptions of these initiatives. Analyzing public discussions and opinions provides valuable insights that can inform future educational policies and reforms. In this paper, we collected questions and answers related to CT…
Descriptors: Computation, Thinking Skills, Elementary Secondary Education, Public Opinion
Deise Monquelate Arndt; Ramon Mayor Martins; Jean Carlo Rossa Hauck – Informatics in Education, 2025
Critical thinking is a fundamental skill for 21st-century citizens, and it should be promoted from elementary school and developed in computing education. However, assessing the development of critical thinking in educational contexts presents unique challenges. In this study, a systematic mapping was carried out to investigate how to assess the…
Descriptors: Critical Thinking, Elementary Secondary Education, Computer Science Education, 21st Century Skills
Cheri Fancsali; June Mark; Janice Lee – Research Alliance for New York City Schools, 2025
This brief examines the New York City Public Schools' (NYCPS) Computer Science for All (CS4All) initiative's efforts to build teacher capacity and support the implementation of computer science (CS) education across K-12 classrooms. The initiative, launched in 2015, aimed to deliver high-quality CS education to all students by providing robust…
Descriptors: Computer Science Education, Urban Schools, Public Schools, Elementary Secondary Education
Shana V. White; Sonia Koshy; Allison Scott – Journal of Research on Technology in Education, 2025
To address racial and gender inequality in K-12 computer science (CS) education, there needs to be a multi-pronged approach. In addition to curricula that are culturally responsive and sustaining inclusive, K-12 CS teachers need to be equipped to implement the curriculum, pedagogy, and instruction to mitigate the racial and gender gaps in…
Descriptors: Computer Science Education, Culturally Relevant Education, Elementary Secondary Education, Faculty Development
Kathryn Hill; Michelle Flores; Rishika Jain; Edgar Rivera-Cash – Research Alliance for New York City Schools, 2025
This report focuses on the NYC Computer Science for All (CS4All) initiative's efforts to build schools' capacity to expand access to CS across the district. Launched in 2015, CS4All aimed to provide a meaningful CS experience to every student at least once within each grade band (K-2, 3-5, 6-8, 9-12). As the initiative matured, it also began to…
Descriptors: Computer Science Education, Urban Schools, Public Schools, Elementary Secondary Education
Joshua Childs; Rebecca Zarch; Sarah Dunton; Tia C. Madkins; Katelin Trautmann; Z. W. Taylor; Miriam Jacobson; Sonnur Ozturk; Anne Ottenbreit-Leftwich – Review of Research in Education, 2024
Over the past 20 years, there has been a concentrated effort on expanding K-12 pathways, experiences, and access in computer science education (CSEd). Computer science (CS) is a multifaceted discipline within education, and the current emphasis in education policy has focused on how to expand access for K-12 students in CSEd that will lead to…
Descriptors: Computer Science Education, Equal Education, Access to Education, Barriers
Lauren Weisberg; Joanne Barrett; Maya Israel; Don Miller – Computer Science Education, 2025
Background and Context: Although computing is a highly sought-after skill set in our modern economy, certain individuals are under represented in computer science (CS) courses and careers. The integration of visual and performing arts in K-12 CS education has been gaining "STEAM" as a viable strategy for making computing more inclusive.…
Descriptors: STEM Education, Art Education, Elementary Secondary Education, Computer Science Education
Jill H. Westerlund – ProQuest LLC, 2024
Computer science (CS) education has experienced rapid growth over the past decade with student demand leading to new courses or course pathways being offered in K-12 educational settings. Student demand has been matched by parent/community and technology industry support. Educators have quickly responded to the demand by expanding course…
Descriptors: Barriers, Computer Science Education, Educational Practices, Educational Technology
Qian, Yingxiao; Choi, Ikseon – Educational Technology Research and Development, 2023
Echoing the increasing emphasis on STEM literacy, computational thinking has become a national priority in K-12 schools. Scholars have acknowledged abstraction as the keystone of computational thinking. To foster K-12 students' computational thinking and STEM literacy, students' ability to think abstractly should be enhanced. However, the existing…
Descriptors: Elementary Secondary Education, Computation, Thinking Skills, Abstract Reasoning
Janice Mak; Carolina Torrejon Capurro; Marissa Castellana; Megean Garvin – Journal of Technology and Teacher Education, 2025
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…
Descriptors: Computer Science Education, Equal Education, Access to Education, Educational Policy
Cheri Fancsali; June Mark; Kathryn Hill, Contributor; Xia Li, Contributor; Janice Lee, Contributor; Rishika Jain, Contributor; Michelle Flores, Contributor – Research Alliance for New York City Schools, 2024
New York City's Computer Science for All (CS4All) initiative, launched in 2015, aimed to provide all students across the system with at least one CS experience at each grade band (K-2, 3-5, 6-8, and 9-12). The initiative placed particular emphasis on broadening participation among girls, and Black and Latinx students, who are underrepresented in…
Descriptors: Computer Science Education, Urban Schools, Public Schools, Elementary Secondary Education
Means, Barbara M., Ed.; Stephens, Amy, Ed. – National Academies Press, 2021
Computing in some form touches nearly every aspect of day to day life and is reflected in the ubiquitous use of cell phones, the expansion of automation into many industries, and the vast amounts of data that are routinely gathered about people's health, education, and buying habits. Computing is now a part of nearly every occupation, not only…
Descriptors: Computation, Computer Uses in Education, Computer Science, Computer Science Education
Yin-Chan Liao; Michael Karlin; Lauren Margulieux; Brendan Calandra – Journal of Technology and Teacher Education, 2025
This study explored the dynamics and key factors influencing the development of computer science education (CSEd) pathways in teacher preparation at 10 higher education institutions in the United States. Through cross-case analysis, the findings highlighted that personal commitment and leadership from CSEd champions played a key role in initiating…
Descriptors: Computer Science Education, Equal Education, Capacity Building, Kindergarten
Alexis Ellyn Cobo – ProQuest LLC, 2023
The field of computer science education currently lacks consistency in access, equity, and inclusion for students in historically marginalized groups, particularly students with disabilities. At the same time, research demonstrates a need for high-quality teacher professional development to support the inclusion of students with disabilities in…
Descriptors: Inclusion, Elementary Secondary Education, Computer Science Education, Minority Group Students
Education Week, 2023
Schools experienced a massive expansion of technology over the past few years. They put in place 1-to-1 computing programs, are now using a record number of digital learning tools, and improved the availability of home-internet access for students. It was essentially a "fast-forward" for the evolution of digital learning in schools. But…
Descriptors: Educational Technology, Technology Uses in Education, Computer Science Education, High School Students