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Kather, Philipp; Duran, Rodrigo; Vahrenhold, Jan – ACM Transactions on Computing Education, 2022
Previous studies on writing and understanding programs presented evidence that programmers beyond a novice stage utilize plans or plan-like structures. Other studies on code composition showed that learners have difficulties with writing, reading, and debugging code where interacting plans are merged into a short piece of code. In this article, we…
Descriptors: Eye Movements, Coding, Algorithms, Schemata (Cognition)
Georgia J. Grossett-Dale – ProQuest LLC, 2022
In our technology-based society, the field of computer science is integral to the economic, scientific, and security-related arenas of the United States. Despite efforts to diversify the domain of computing, most computing professionals are male. Consequently, girls rarely see female role models working in computing. The disparity between male and…
Descriptors: High School Students, Student Motivation, Females, Computer Science Education
André Coners; Benjamin Matthies; Carolin Vollenberg; Julian Koch – Journal of Statistics and Data Science Education, 2025
The proficient handling of data can undoubtedly be regarded as a key skill for the future. However, the need for data competencies is not limited to traditional professions in the information technology environment but is rather necessary across industries and work fields. Consequently, there is a call to integrate such Data Literacy and Data…
Descriptors: Statistics Education, Higher Education, Information Science Education, Computer Science Education
Lauren Weisberg; Joanne Barrett; Maya Israel; Don Miller – Computer Science Education, 2025
Background and Context: Although computing is a highly sought-after skill set in our modern economy, certain individuals are under represented in computer science (CS) courses and careers. The integration of visual and performing arts in K-12 CS education has been gaining "STEAM" as a viable strategy for making computing more inclusive.…
Descriptors: STEM Education, Art Education, Elementary Secondary Education, Computer Science Education
Gerard Dummer; Elwin Savelsbergh; Paul Drijvers – Informatics in Education, 2025
Programmed control systems are ubiquitous in the present-day world. In current educational practice, however, these systems are hardly being addressed, and little is known about children's spontaneous understandings about such systems. Therefore, we explored pupils' understandings prior to instruction in three concrete settings: a car park, an…
Descriptors: Elementary School Students, Grade 3, Grade 6, Computer Science Education
Xieling Chen; Haoran Xie; S. Joe Qin; Fu Lee Wang; Yinan Hou – European Journal of Education, 2025
Artificial intelligence (AI) is increasingly exploited to promote student engagement. This study combined topic modelling, keyword analysis, trend test and systematic analysis methodologies to analyse AI-supported student engagement (AIsE) studies regarding research keywords and topics, AI roles, AI systems and algorithms, methods and domains,…
Descriptors: Artificial Intelligence, Learner Engagement, Technology Uses in Education, Electronic Learning
Thinakon Lakhonmoon; Yaovared Rutanatarntong; Teerachati Noisombut – Journal of Education and Learning (EduLearn), 2025
This research aimed to develop and evaluate a gamified learning game using the Kid-Bright board to teach introductory coding skills for controlling lamps and fans to 12th-grade students. The study employed a mixed-methods approach, involving the design and development of the game based on gamification principles, followed by an evaluation by three…
Descriptors: Game Based Learning, Grade 12, Educational Games, Electronics
Yun Dai – Education and Information Technologies, 2025
There is a growing consensus that AI literacy requires a holistic lens, including not only technical knowledge and skills but also social and ethical considerations. Yet, providing holistic AI education for upper-primary students remains challenging due to the abstract and complex nature of AI and a lack of pedagogical experiences in schools.…
Descriptors: Integrated Activities, Holistic Approach, Artificial Intelligence, Computer Science Education
Changxue Ma – Science Insights Education Frontiers, 2025
This article is a survey of the major achievements China has made in digital education since the introduction of the Education Informatization 2.0 Action Plan. Drawing on the existing research literature and relevant reports from the Ministry of Education of China, the study looks at the outcomes of digital education in China in six dimensions:…
Descriptors: Foreign Countries, Computer Science Education, Educational Trends, Technology Uses in Education
Aivaloglou, Efthimia; van der Meulen, Anna – ACM Transactions on Computing Education, 2021
Courses in computer science curricula often involve group programming assignments. Instructors are required to take several decisions on assignment setup and monitoring, team formation policies, and grading systems. Group programming projects provide unique monitoring opportunities due to the availability of both product and process data, as well…
Descriptors: Student Attitudes, Grading, Cooperative Learning, Programming
Oleson, Alannah; Wortzman, Brett; Ko, Amy J. – ACM Transactions on Computing Education, 2021
Design is a distinct discipline with its own practices, tools, professions, and areas of scholarship. However, practitioners from other fields often leverage aspects of design in their own work, leading to subfields like engineering design and architecture design that are neither wholly design nor wholly the intersecting discipline. Similarly,…
Descriptors: Elementary Secondary Education, Computer Science Education, Design, Role
Shin, Suhkyung; Cheon, Jongpil; Shin, Sungwon – Computers in the Schools, 2021
Incorporating computer science (CS) into K-12 education has been highlighted in recent years as an important way to promote computational thinking skills. The aim of this study was to investigate teachers' experiences with a new CS curriculum and address challenges to teachers during implementation. This study was designed to evaluate CS…
Descriptors: Teacher Attitudes, Middle School Teachers, Computer Science Education, Curriculum Implementation
Gresse von Wangenheim, Christiane; Hauck, Jean C. R.; Pacheco, Fernando S.; Bertonceli Bueno, Matheus F. – Education and Information Technologies, 2021
Teaching Machine Learning in school helps students to be better prepared for a society rapidly changing due to the impact of Artificial Intelligence. This requires age-appropriate tools that allow students to develop a comprehensive understanding of Machine Learning in order to become creators of smart solutions. Following the trend of visual…
Descriptors: Elementary Secondary Education, Computer Science Education, Artificial Intelligence, Instructional Materials
Huang, Xiaodong – Education and Information Technologies, 2021
Cultivating students' key competencies contributes to students' adaptation to the fast developing intelligent era. Artificial intelligence education is an important way to cultivate students' key competencies. It is increasingly important to set up appropriate artificial intelligence courses at the fundamental education stage and cultivate…
Descriptors: Foreign Countries, Artificial Intelligence, Computer Science Education, Competence
Sengupta, Pratim; Dickes, Amanda; Farris, Amy Voss – MIT Press, 2021
The importance of coding in K-12 classrooms has been taken up by both scholars and educators. "Voicing Code in STEM" offers a new way to think about coding in the classroom--one that goes beyond device-level engagement to consider the interplay between computational abstractions and the fundamentally interpretive nature of human…
Descriptors: Coding, STEM Education, Elementary Secondary Education, Computation