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Wendy Haw; Adam Crawford – Journal of Learning Development in Higher Education, 2025
This article illustrates the potential for hackathons to serve as an innovative educational tool in addressing the underrepresentation of minority communities in science, technology, engineering, and mathematics (STEM) fields. Using Merced, California--a region recognised for its agricultural economy, socioeconomic disparities, and diverse…
Descriptors: Programming, Computer Science Education, Disproportionate Representation, STEM Education
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Grace Lawlor; Glenn Strong; Brendan Tangney – ACM Transactions on Computing Education, 2025
Gender imbalance in the technology sector is a long-standing issue. For several decades, Computer Science (CS) outreach activities have become an established strategy for encouraging girls to pursue courses and careers in the field of computing. However, it is not clear how impactful these initiatives are, or what elements make them valuable. A…
Descriptors: Computer Science Education, Outreach Programs, Females, Womens Education
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
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Allison Master; Taylor Alexander; Jennifer Thompson; Weihua Fan; Andrew N. Meltzoff; Sapna Cheryan – Journal of Research on Technology in Education, 2025
Motivating girls to enroll in computer science (CS) courses is critically important. Stereotypes that girls are less interested than boys in CS may deter girls. Three preregistered experimental studies (N = 1,053) examined causal links between gender-interest stereotypes and middle school students' CS motivation. Experiment 1 showed that…
Descriptors: Females, Womens Education, Middle School Students, Computer Science Education
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David J. Amiel; Cynthia L. Blitz – International Journal of Computer Science Education in Schools, 2025
The increasing demand for computer science (CS) skills underscores the importance of integrating CS education into K-12 curricula to best prepare students for a digitally-driven society. Despite significant progress in expanding access to CS courses, disparities in participation persist, especially among historically underrepresented groups. This…
Descriptors: School Transition, Middle School Students, High School Students, Grade 9
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Dandan Yang; Zhanxia Yang; Marina Umaschi Bers – Computer Science Education, 2025
Background and context: Despite the growing importance of computer science (CS) education, high-quality CS curricula for students in kindergarten to lower elementary grades are lacking. It is also unclear how students from underrepresented groups such as female students, students from low socioeconomic status, and students with disability respond…
Descriptors: Computer Science Education, Early Childhood Education, Program Effectiveness, Programming
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Monique S. Ross; Susan McGrade; Tamecia Jones; Atalie Garcia; Antonella Avogadro; Brenda Guerrero – Journal of Engineering Education, 2025
Background: Computing degree programs have struggled immensely over the years with broadening participation in the field. In the United States, scholars and educators alike have grappled with the many barriers that impede the participation of women and people of color and exacerbate the education debt so prevalent in computing.…
Descriptors: Females, Womens Education, African American Students, Hispanic American Students
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Jean J. Ryoo; Michelle Choi; Wei Wei; Jacqualyn Blizzard-Caron; Ryan Clarke; Lillian Kohn; Daniel Voloch – Journal of Research on Technology in Education, 2025
This paper explores how minoritized Computer Science (CS) students articulate their sense of critical agency to positively impact the world around them, both for today and the future, when participating in a Girls Who Code program focused on ethics, equity, and underrepresentation in computing. Observations, interviews, and surveys were conducted…
Descriptors: Computer Science Education, Middle School Students, High School Students, Clubs
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Asegul Hulus – Discover Education, 2025
The underrepresentation of women in Engineering, Technology, and Computing (ETC) education, with enrollments in leading global institutions falling below 30%, is a persistent challenge; however, emerging data suggests the efficacy of structured interventions. Analyses of contemporary data demonstrate that a confluence of institutional,…
Descriptors: Engineering Education, Technology Education, Computer Science Education, Educational Innovation
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Kathy Dowell; Catherine Snyder; Stephanie Marshall – Grantee Submission, 2025
METRICS was a 5-year grant program funded by the U.S. Department of Education designed to immerse elementary school students in computer science. METRICS components included 1) creation and implementation of rigorous computer science curriculum units and assessments to support STEM coursework connected across all subjects through problem-based…
Descriptors: Computer Science Education, Elementary School Curriculum, STEM Education, Problem Based Learning
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Qing Li; Mahnaz Moallem; Jeremy Boettinger; Qijie Cai; Michael Levi – Educational Technology Research and Development, 2025
Aiming to promote equity in computing, this study proposes an educational model that offers an alternative approach to inspire K-12 students to become interested in CS and develop their computational thinking (CT) skills. It also examines the experience of marginalized students during the COVID pandemic in a learning environment grounded in the…
Descriptors: Equal Education, Student Experience, COVID-19, Pandemics
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Adeli Ynostroza-Ochoa; Sylvia Celedón-Pattichis; Marios S. Pattichis; Irán Tovar; Melissa Ibarra – International Journal of Multicultural Education, 2025
Although there have been efforts to broaden the participation of underrepresented students in Science, Technology, Engineering, and Mathematics (STEM), few studies have focused on how Latine bilingual students in rural contexts can access computer programming. The purpose of this case study is to examine how translanguaging facilitates…
Descriptors: Computer Science Education, Code Switching (Language), Second Language Learning, Native Language
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Qingxia Li; Ololade Adetula; Ebony O. McGee; Benjamin M. Zwickl – ACM Transactions on Computing Education, 2025
In order to rectify the historical marginalization of Black workers in computing fields, many academic and industrial initiatives have been established to increase the diversity and inclusion in the tech industry. In this study, we explored how one particular post-secondary education program at one historically black institution known as the…
Descriptors: Computer Science Education, African American Students, Foreign Students, Black Colleges
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Wei Yan; Priyanka Parekh; Ashish Amresh; Paige Prescott – Journal of Technology and Teacher Education, 2025
Indigenous communities remain among the most underrepresented groups in computing and STEM fields, facing systemic barriers to equitable participation in computer science (CS) education. This study examines how Indigenous-serving teachers, through a sustained professional development (PD) program, design and implement culturally responsive…
Descriptors: Culturally Relevant Education, Computer Science Education, Faculty Development, Disproportionate Representation