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Juraj Hromkovic; Regula Lacher – Informatics in Education, 2025
The design of algorithms is one of the hardest topics of high school computer science. This is mainly due to the universality of algorithms as solution methods that guarantee the calculation of a correct solution for all potentially infinitely many instances of an algorithmic problem. The goal of this paper is to present a comprehensible and…
Descriptors: Algorithms, Computer Science Education, High School Students, Teaching Methods
Brian R. Belland; Anna Y. Zhang; Eunseo Lee; Emre Dinç; ChanMin Kim – Journal of Computing in Higher Education, 2025
Computer science can be included in Early Childhood Education (ECE) through the use of block-based coding and robots. But this requires adequate preparation of ECE teachers to work with coding and robots, and integrate such into high quality lesson plans. In this paper, we investigate predictors of lesson plan quality among preservice, early…
Descriptors: Robotics, Educational Quality, Lesson Plans, Early Childhood Education
Kimberly E. Beck; Jessica F. Shumway; Patrick Ocran; Jody Clarke-Midura; Mimi Recker – International Journal of Education in Mathematics, Science and Technology, 2025
Expansive Framing (EF) is a theory and an instructional technique to facilitate connections between content and contexts. We employed EF as an approach to create a series of integrated mathematics and computer science (CS) lessons, using digital technology as a tool to leverage shared mathematical and computational ideas. We used deductive…
Descriptors: Mathematics Instruction, Computer Science Education, Grade 5, Elementary School Teachers
Janice Mak; Yue Xin; Lin Yan; Kristina Kramarczuk; Francheska Figueroa; Brian Nelson; Ebony Terrell Shockley; Jeremy Bernier; Diane Jass Ketelhut – Journal of Technology and Teacher Education, 2025
Current efforts to prepare teachers for integrating computational thinking (CT) into disciplinary areas often do not ensure equitable CT experiences for students. This study examined teachers' CT integration by applying the Accessible Computational Thinking (ACT) Framework designed to align elementary science teachers' professional learning and…
Descriptors: Thinking Skills, Computer Science Education, Teaching Methods, Culturally Relevant Education
Wei Yan; Priyanka Parekh; Ashish Amresh; Paige Prescott – Journal of Technology and Teacher Education, 2025
Indigenous communities remain among the most underrepresented groups in computing and STEM fields, facing systemic barriers to equitable participation in computer science (CS) education. This study examines how Indigenous-serving teachers, through a sustained professional development (PD) program, design and implement culturally responsive…
Descriptors: Culturally Relevant Education, Computer Science Education, Faculty Development, Disproportionate Representation
Stephanie M. Robillard; Victor R. Lee; Jody Clarke-Midura; Jessica Shumway – Journal of Research on Technology in Education, 2025
This article uses interaction analysis to examine an episode moment-by-moment of how a group of educators recognized and acknowledged that a specific design decision could be harmful for a historically marginalized population of students enrolled in the district. However, once a key change was made to be more culturally responsive and considerate,…
Descriptors: Design, Computer Science, Culturally Relevant Education, Cooperation
Marie-Monique Schaper; Mariana Aki Tamashiro; Rachel Charlotte Smith; Ole Sejer Iversen – ACM Transactions on Computing Education, 2025
As emerging technologies are rapidly advancing as part of our societies and everyday life, it is crucial to include and empower all students in learning about computing and advanced technologies. These include technical capabilities of algorithms, such as the use of AI, that enable novel interactions between humans and their environment and give…
Descriptors: Inclusion, Artificial Intelligence, Student Empowerment, Algorithms

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