The rapid advancement of artificial intelligence and its increasing societal impacts have turned many computing educators' focus toward early education in machine learning (ML). Limited options for educational tools for teaching novice learners about the mechanisms of ML and data-driven systems presents a recognized challenge in K-12 computing…

Collaborative learning is a widely used teaching model in programming education. A deeper understanding of the roles and behavior patterns within collaborative learning could improve its performance. In this study, an emergent role configuration and behavioral pattern are analyzed using audio and video data from 10 groups in a 7th-grade…

The research objectives were to 1) study the current conditions, problems, and good practices regarding teaching and learning 2) develop a blended instructional model using problem-based learning with graphic organizers to enhance systems thinking skills in computational science for students in lower secondary school and 3) study the results of…

The purposes of the current study were to examine the effectiveness of the multimedia computer-based lessons on programming with Scratch in Technology integrated with the TGT cooperative learning technique based on the 80/80 efficiency criterion, to compare the learning achievement of Grade 7 students between those taught using multimedia…

This study examines whether game-based learning can be used as a promising strategy for fostering students' engagement and motivation. Researchers investigate students' perceptions of the effectiveness of three educational games designed to teach cybersecurity in primary schools: an escape room-style game, a treasure hunt game, and a quiz…

Access to high-quality computer science education remains uneven across the United States, with rural schools facing persistent barriers including limited staffing, outdated infrastructure, and constrained professional development opportunities (Gutierrez & Terrones, 2023; Showalter et al., 2019). Computer Science in Rural California (branded…