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Jiaci Lin; Qijiang Shu; Rong Chen; Chunlin Gao; Kaiqing Xu; Keli Yin; Fuhua Yang – International Journal of Technology and Design Education, 2025
Computational thinking (CT) is an essential component of critical skills for university students, representing the ability to analyze and solve problems. In accordance with constructivist learning theory and the core elements of cultivating CT, this research has developed a Project-Based Teaching approach with computational thinking as its focal…
Descriptors: Computation, Thinking Skills, College Students, Active Learning
Anshul Shah; Thomas Rexin; Fatimah Alhumrani; William G. Griswold; Leo Porter; Gerald Soosai Raj – ACM Transactions on Computing Education, 2025
Objectives: The traditional, instructor-led form of live coding has been extensively studied, with findings showing that this form of live coding imparts similar learning to static-code examples. However, a concern with Traditional Live Coding is that it can turn into a passive learning activity for students as they simply observe the instructor…
Descriptors: Computer Science Education, Advanced Courses, Active Learning, Programming
Ivanilse Calderon; Williamson Silva; Eduardo Feitosa – Informatics in Education, 2024
Teaching programming is a complex process requiring learning to develop different skills. To minimize the challenges faced in the classroom, instructors have been adopting active methodologies in teaching computer programming. This article presents a Systematic Mapping Study (SMS) to identify and categorize the types of methodologies that…
Descriptors: Foreign Countries, Undergraduate Study, Programming, Computer Science Education
Peidi Gu; Zui Cheng; Cheng Miaoting; John Poggio; Yan Dong – Journal of Computer Assisted Learning, 2025
Background: Today, the importance of STEM (Science, Technology, Engineering and Mathematics) education and training is widely recognised and accepted. Computer programming courses have become essential in higher education to nurture students' programming, analysis and computational skills, which are vital for success in all STEM fields and areas.…
Descriptors: Active Learning, Student Projects, Individualized Instruction, Student Motivation
Henrique Mohallem Paiva; Flávia Maria Santoro; Victor Takashi Hayashi; Bianca Cassemiro Lima – IEEE Transactions on Education, 2025
Contribution: This article analyzes student assessment within a computing faculty employing a full project-based learning (PBL) approach. Examining 2078 final grades across 60 classes and periods, the study reveals a significant correlation between graded self-studies, exams, and projects. This result contributes to understanding the reliability…
Descriptors: Student Evaluation, Computer Science Education, College Faculty, Correlation
Anak Agung Gde Ekayana; Ni Nyoman Parwati; Ketut Agustini; I Gede Ratnaya – Journal of Technology and Science Education, 2025
Students must grasp creative thinking as a crucial 21st-century talent to enhance learning achievement. Empirical research indicates that pupils' creative thinking skills and learning achievements require enhancement and attention. This study examines the impact of a project-based learning framework with STEAM methodology and self-efficacy levels…
Descriptors: Student Projects, Active Learning, STEM Education, Art Education
Monika Mladenovic; Lucija Medak; Divna Krpan – ACM Transactions on Computing Education, 2025
Computer Science (CS) Unplugged activities are designed to engage students with CS concepts. It is an active learning approach combining physical interaction with visual representation. This research article investigates the impact of CS Unplugged on students' understanding of the bubble sort algorithm. Algorithm visualization, traditionally…
Descriptors: Computer Science Education, Learning Activities, Active Learning, Algorithms
Colin Hennessy Elliott; Jessie Nixon; Alexandra Gendrau Chakarov; Jeffrey B. Bush; Michael J. Schneider; Mimi Recker – ACM Transactions on Computing Education, 2024
Objectives: Physical computing systems are increasingly being integrated into secondary school science and STEM instruction, yet little is known about how teachers, especially those with little background and experience in computing, help students during the inevitable debugging moments that arise. In this article, we describe a framework,…
Descriptors: Computer Science Education, Troubleshooting, Teaching Methods, Secondary School Students
Chang-Tik, Chan; Dhaliwal, Jasbir – Learning: Research and Practice, 2022
This study examines the participation of the Less Effective Learning Group(LELG) students in Collaborative Learning in Informal Space (CLIS) to gain more insights in two of the five principles of the Framework of Participation. Their participation is based on relationships of mutual recognition and acceptance and participation requires learning to…
Descriptors: Cooperative Learning, Computer Science Education, Programming, Informal Education
Garcia, Manuel B. – Journal of Educational Computing Research, 2023
Computer programming is a difficult course for many students. Prior works advocated for group learning pedagogies in pursuit of higher-level reasoning and conceptual understanding. However, the methodological gaps in existing implementations warrant further research. This study conducted a three-armed cluster-randomized controlled trial to…
Descriptors: Computer Science Education, Programming, Cooperative Learning, Apprenticeships
Pohl, Margit; Potzmann, Benjamin; Stoiber, Christina; Aigner, Wolfgang – International Association for Development of the Information Society, 2023
Visualizations have become more complex in recent years so that users need to learn how to use these systems. Onboarding systems can help users to learn how to interact with a visualization efficiently. Simple tutorials are often not sufficient. There are still open questions on how to design such onboarding systems. So far, a few usability…
Descriptors: Visualization, Visual Aids, Teaching Methods, Active Learning
Wendy Rowan; Stephen McCarthy; Selam Mebrahtu; Christophe Gauche; Katie O’Reilly; Damilola Odili – Journal of Information Systems Education, 2024
Sustainability refers to the achievement of present needs without compromising the ability of future generations to meet their own needs. While prior research has highlighted the potential of Information Systems (IS) to support sustainability objectives -- for instance, through supporting eco-efficient work practices and democratising healthcare…
Descriptors: Information Systems, Computer System Design, Computer Science Education, Sustainability
Peidi Gu; Jiaming Wu; Zui Cheng; Yu Xia; Miaoting Cheng; Yan Dong – Education and Information Technologies, 2025
Teaching computational thinking skills to novice college students via programming poses considerable challenges. It involves learning programming language syntax and commands, along with fostering higher-order skills crucial for both computational thinking proficiency and future careers. To address this, we proposed a pedagogical approach…
Descriptors: Computation, Thinking Skills, Active Learning, Student Projects
Grethe Sandstrak; Bjorn Klefstad; Arne Styve; Kiran Raja – IEEE Transactions on Education, 2024
Teaching programming efficiently to students in the first year of computer science education is challenging. It is especially cumbersome to retain the interest of both groups, when the student group consists of novice (i.e., those who have never programmed before) and expert programmers in the same crowd. Thus, individualized teaching cannot be…
Descriptors: Computer Science Education, Programming, Teaching Methods, College Freshmen
Barbosa, Marcelo Werneck – International Journal of Mobile and Blended Learning, 2022
Project-based learning (PBL) approaches are common in software engineering (SE) and project management education. However, the blended learning modality is still little explored in this context. The application of PBL in blended learning environments is called blended project-based learning (BPBL). In order to fill in this research gap, this study…
Descriptors: Blended Learning, Active Learning, Student Projects, Program Administration

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