The recent trend of embedding source code for machine learning applications also enables new opportunities in learning analytics in programming education, but which code embedding approach is most suitable for learning analytics remains an open question. A common approach to embedding source code lies in extracting syntactic information from a…

Computer gameplay and social media are the two most common forms of entertainment in the digital age. Many scholars share the assumption that leisure-time digital consumption is associated with CS affinity, but there is a dearth of research evidence for this relationship. Female students generally spend less time on gaming and more time on social…

This article is an exploratory analysis and comparison of the demographic distributions of data collected from the 2016 New Coder Survey, with that obtained from the Integrated Postsecondary Education Data System (IPEDS). In comparing the data sets, the findings suggest that overall females were more likely to engage in online self-paced coding…

The gender gap in computer science is worst amongst any of the STEM fields. At the secondary school level, only 18.6% of AP computer science test-takers in the United States were girls. In order to address the persistent gender gaps in computer science, it is important to understand K-12 students' views about computer science and programming. The…

The gender gap in computing has persisted--and grown--over the past 40 years. One class of solutions offered as a way to close the gap are software and hardware design tools created for girls. This study compares one such construction kit--the Adafruit Flora--to a comparable kit that was not designed with girls in mind--the Arduino Leonardo. Using…

Women are under-represented in physics, math and computer science. Intersectional analyses show why: Because the norms of typical departments fit the cultural skills of affluent White male students. This project, an ethnography of a liberal arts college with lots of women in these majors, is grounded in the activist roots of intersectionality. The…

This study aims to compare and contrast the perspectives of preservice teachers and instructors on the "Computer Education and Instructional Technology (CEIT)" department. A questionnaire which was developed from the ideas of CEIT faculty members in the "The Results of Re-Designing the Teacher Education Curricula of the Faculties of…

An exploration of how year 12 students in a New Zealand high school make meaning of their experiences of different specialist IT (information technology) courses shows that gender identity is a potent factor in their experiences. At a personal level, individual students, males and females, construe their experiences of CPS (computer studies) and…

Findings of an exploratory study with a sample of students at the colleges of medicine, pharmacy, science, and computer science revealed that English is the medium of classroom instruction and most textbooks in most of the courses at those colleges. Students reported that they do not study the Arabic equivalents of English technical terms in their…