This study presents an inclusive K-12 AI curriculum for elementary schools, focusing on six design principles to address gender disparities. The curriculum, designed by the researchers and an elementary teacher, uses tangible tools, and emphasizes collaboration in solving daily problems. The MANOVA results revealed initial gender differences in AI…

The importance of computational thinking (CT) as a 21st-century skill for future generations has been a key consideration in the reforms of many national and regional educational systems. Much attention has been paid to integrating CT into the traditional subject classrooms. This paper describes a scoping review of learning tools for integrating…

Although abstraction is widely understood to be one of the primary components of computational thinking, the roots of abstraction may be traced back to different fields. Hence, the meaning of abstraction in the context of computational thinking is often confounded, as researchers interpret abstraction through diverse lenses. To disentangle these…

The authors discuss empirically determined competence areas to K-12 computer science education, emphasizing the cognitive level of competence. The results of a questionnaire with 120 professors of computer science serve as a database. By using multi-dimensional scaling and cluster analysis, four competence areas to computer science education…

Presents research conducted with a group of non-computer science majors to determine the effects of prior computing experience on success in college computer science courses. Specific relationships between prior experience factors and gender were studied, and the results indicate that pre-college computing can have an important role in achieving…

A study of 148 male and 161 female 7-12 graders tested the hypothesis that computer attitudes and computer confidence positively affect each other and that both positively affect commitment to computer learning. Contrary to expectations, computer confidence had a negative effect on commitment to learning. Includes an attitudes and self-confidence…

Through research data collected from 75 Taiwanese eighth graders enrolled in a computer course, this study revealed that students with higher-order metacognitive skills in monitoring their comprehension, selecting main ideas, and using resources helpful for learning tended to have higher computer achievement, better computer attitudes, and lower…