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Theodosios Sapounidis; Sophia Rapti; Julie Vaiopoulou – Journal of Science Education and Technology, 2025
Communication, collaboration, critical thinking, and creativity are regarded as core skills of the twenty-first century required to succeed in life and working frameworks. Meanwhile, new technologies have entered educational settings to facilitate children's development of competencies. During the last decade, several studies have been conducted…
Descriptors: Robotics, Creative Thinking, Critical Thinking, Kindergarten
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
Gediminas Merkys; Sigitas Vaitkevicius; Daiva Bubeliene; Vaino Brazdeikis – Informatics in Education, 2025
The paper presents graduates results in computer science testing according to their dependence from students' gender, family socioeconomic status, and the type of prosperity of the locality of the school in Lithuania. It was found that the gender of the graduate does not affect the results in computer science test. However, the girls who chooses…
Descriptors: Foreign Countries, Computer Science Education, Gender Differences, Socioeconomic Status
Mirjam Paales; Karin Täht – IEEE Transactions on Education, 2025
Contribution: This study enhances the understanding of the factors that impact academic performance and self-efficacy among computer science (CS) students, specifically focusing on gender differences. Background: The motivation behind this study stems from the gender disparity observed within undergraduate CS programs. This gender gap undermines…
Descriptors: Females, Womens Education, Gender Differences, Undergraduate Students
Golnoush Haddadian; Prajwal Panzade; Daniel Takabi; Min Kyu Kim – International Journal of Technology in Education, 2025
In response to the demand for Artificial Intelligence (AI) experts, this study introduced a curriculum development initiative. The aim was to design and implement a Private AI curriculum to understand the computer science (CS) students' evaluations of the curricular activities and their levels of interest and motivation. Twenty-five students, a…
Descriptors: Computer Science Education, Artificial Intelligence, Curriculum Development, Curriculum Implementation
Chun-Ying Chen – ACM Transactions on Computing Education, 2025
This study examined the effects of worked examples with different explanation types and novices' motivation on cognitive load, and how this subsequently influenced their programming problem-solving performance. Given the study's emphasis on both instructional approaches and learner motivation, the Cognitive Theory of Multimedia Learning served as…
Descriptors: Models, Learning Motivation, Cognitive Processes, Difficulty Level
MiJeong Kim; JaMee Kim; WonGyu Lee – Education and Information Technologies, 2025
In the digital age, computational thinking (CT)-based problem-solving skills have emerged as essential competencies. Particularly, students with intellectual disabilities need equal educational opportunities and high-quality informatics education to cultivate CT-based problem-solving skills. However, research on the enhancement of CT-based…
Descriptors: Intellectual Disability, Programming, Computation, Thinking Skills
Nisar Ahmed Dahri; Noraffandy Yahaya; Muhammad Saleem Vighio – Education and Information Technologies, 2025
This study examines the effects of interactive and collaborative digital training applications on teachers' academic performance, utilizing the Technology Acceptance Model and collaborative learning theories. A total of 219 government school computer teachers participated in an online training program through Microsoft Teams, employing a…
Descriptors: Computer Science Education, Faculty Development, Online Courses, Training
Deborah J. Holtzman; Kathleen T. Jones; Charles Blankenship – American Institutes for Research, 2025
This report describes the evaluation of Lone Star AP CSP, a program developed by the National Mathematics + Science Initiative and funded by a 2019 Education Innovation and Research grant. The three-year program aimed to increase student access to and success in the Advanced Placement (AP) Computer Science Principles (CSP) course in 37 Texas high…
Descriptors: Advanced Placement Programs, Computer Science Education, High School Students, High School Teachers
Noah Glaser; Zeinab Parishani; Amogh Chetankumar Joshi; Prasad Calyam – Technology, Knowledge and Learning, 2025
As Virtual Reality (VR) gains traction in education, its potential to support neurodivergent learners in cybersecurity training remains underexplored. This emerging technology report examines how VR can bridge the gap between STEM education and cybersecurity training for neurodivergent individuals, highlighting both its promise and the challenges…
Descriptors: Computer Simulation, Computer Uses in Education, Computer Science Education, Computer Security
Aykut Durak; Vahide Bulut – Technology, Knowledge and Learning, 2025
The study uses the partial least squares-structural equation modeling (PLS-SEM) algorithm to predict the factors affecting the programming performance (PPE) (low, high) of the students receiving computer programming education. The participants of the study consist of 763 students who received programming education. In the analysis of the data, the…
Descriptors: Prediction, Low Achievement, High Achievement, Academic Achievement
Jeremy Zelkowski; Rebecca Odom-Bartel; Jeff Gray – Journal of Research on Technology in Education, 2025
This study examined the impact on secondary mathematics teacher candidates (TCs) TPACK knowledge and knowledge subcomponents of a two-course sequence based on the high school Advanced Placement (AP) Computer Science Principles (CSP) course leading to add-on teaching credentials for Computer Science (CS). We further examined the outcomes of Praxis…
Descriptors: Technological Literacy, Pedagogical Content Knowledge, Secondary School Teachers, Mathematics Teachers
Jonatan Castaño-Muñoz; Celia Moreno-Morilla; Manuel Reina-Parrado; Isabel Lopez-Cobo – Education and Information Technologies, 2025
This study explores the perceptions, experiences and challenges of schools located in disadvantaged areas regarding the integration of digital technologies in their functioning. Through eight case studies, in which principals, teachers and students were involved, we identified the main challenges that these schools face every day, which were…
Descriptors: Inclusion, Computer Science Education, Low Income Students, Disadvantaged Schools
Marina Umaschi Bers – Education and Information Technologies, 2025
In the last decade, there has been an increasing shift to begin teaching computer science and computational thinking in kindergarten. Most of these efforts have grown from the demand of a technically sophisticated workforce. This paper presents three contributions. First, a theoretical contribution by proposing the teaching of computer science as…
Descriptors: Computer Science Education, Humanism, Teaching Methods, Computation
Charlotte Pierce; Clinton J. Woodward; Andrew Trevillian; Q. Tien Pham – ACM Transactions on Computing Education, 2025
Capstone courses, where students work on a large group project at the end of their degree, are common in computing. Many accreditation and industry bodies explicitly require or recommend them. Over the past two decades, capstone courses specifically focused on game development have become increasingly popular. Game development offers students the…
Descriptors: Foreign Countries, Computer Science Education, Programming, Design

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