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Tobias Kohn; Jacqueline Staub – Informatics in Education, 2024
The choice of programming language for education is an intensely debated topic. On the one hand, the programming language is supposed to be "relevant" in that its organisation, structures, and paradigms adhere to current standards and best practices in industry and academia. On the other hand, the programming language is expected to be…
Descriptors: Computer Science Education, Programming, Data Processing, Philosophy
Bambang Sulistio; Arief Ramadhan; Edi Abdurachman; Muhammad Zarlis; Agung Trisetyarso – Education and Information Technologies, 2024
Computer science development, especially machine learning, is a thriving innovation essential for education. It makes the process of teaching and learning more accessible and manageable and also promotes equality. The positive influence of machine learning can also be felt in Islamic studies, particularly in Hadith studies. This literature review…
Descriptors: Electronic Learning, Artificial Intelligence, Computer Uses in Education, Islam
Peter J. Rich; Scott Bartholomew; David Daniel; Kenzie Dinsmoor; Meagan Nielsen; Connor Reynolds; Meg Swanson; Ellyse Winward; Jessica Yauney – Journal of Research on Technology in Education, 2024
In this study, we attempted to curate a list of tools whose primary intent is to enable and teach children to code. From this list, we developed a framework for the classification of coding tools and reviewed current research to determine how tools are used to teach coding in elementary education. The catalog grew to over 300 specific tools…
Descriptors: Educational Trends, Teaching Methods, Coding, Thinking Skills
Malmi, Lauri; Sheard, Judy; Kinnunen, Päivi; Simon; Sinclair, Jane – ACM Transactions on Computing Education, 2023
Use of theory within a field of research provides the foundation for designing effective research programs and establishing a deeper understanding of the results obtained. This, together with the emergence of domain-specific theory, is often taken as an indicator of the maturity of any research area. This article explores the development and…
Descriptors: Learning Theories, Computer Science Education, Learning Processes, Models
Oliver McGarr; Bård Ketil Engen – European Journal of Education, 2024
Interest in the study of computer technology in schools (often in the form of Computer Science subjects or coding initiatives) is seen to have undergone two waves of interest, one in the late 1970s/early 1980s and the other more recently since about 2010. Through a historical exploration of the rationales for the study of computer technology in…
Descriptors: Computer Science Education, Science Education History, Science Curriculum, Curriculum Research
Yukun Xu; Hui Li – IEEE Transactions on Learning Technologies, 2025
Primary school students, despite their vulnerability to cyberattacks, lack targeted cybersecurity education. Using Scopus and Google Scholar, this scoping review analyzed 15 articles (2014-2024) following Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) Extension for Scoping Reviews guidelines to examine the landscape of…
Descriptors: Elementary School Students, Computer Security, Educational Trends, Computer Science Education
Mohamad Zuber Abd Majid; Muhammad Helmi Norman; Mohammad Hafiz Zaini; Hutkemri Zulnaidi; Mohd Khalid Mohamad Nasir – SAGE Open, 2025
This systematic review to identify the distribution of articles from two databases using the science mapping method, and to investigate the preparedness of educators for the development of digital education in economics. The descriptive analysis is used to identify the research trends globally on the development of digital education in the scope…
Descriptors: Electronic Learning, Educational Innovation, Economics, Economics 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
Humayun Zafar; Carole L. Hollingsworth; Tridib Bandyopadhyay; Adriane B. Randolph – Journal of Cybersecurity Education, Research and Practice, 2024
This research article examines conversations happening between cybersecurity academics and industry leaders with a goal to improve the development of cybersecurity professionals. We specifically focus on efforts in the Southeast region of the United States. The discussion features insights from a panel consisting of an academic cybersecurity…
Descriptors: Computer Security, Career Pathways, Computer Science Education, Industry
Oda, Michiyo; Noborimoto, Yoko; Horita, Tatsusya – International Journal of Computer Science Education in Schools, 2021
The purpose of this study was to identify international trends in K-12 computer science curricula in countries that have introduced computer science education. Content analysis method was used to analyse the country-wide curricula of 10 countries which have introduced computer science education at the primary level. The K-12 Computer Science…
Descriptors: Computer Science Education, Educational Trends, Elementary Secondary Education, Comparative Education
Rovshenov, Atajan; Sarsar, Firat – Journal of Educational Technology and Online Learning, 2023
This study examines the methodological dimensions of programming education articles published in educational sciences journals indexed in SSCI by exploring their general trends. To do this, 162 articles published between January 2012 and February 2020 in 30 international journals indexed in SSCI were analyzed with a systematic review method using…
Descriptors: Computer Science Education, Programming, Educational Trends, Trend Analysis
Jason H. Sharp; John E. Anderson; Guido Lang – Information Systems Education Journal, 2025
The "Information Systems Education Journal" has published uninterrupted since 2003. Over its publication history, it has covered myriad topics related to information systems education including model curriculum, outcomes assessment, online learning, capstone courses, service learning, data analytics, and cybersecurity, just to name a…
Descriptors: Information Systems, Computer Science Education, Educational Research, Bibliometrics
Kadir Bahar; Erdogan Kaya; Xiaolu Zhang; Eter Mjavanadze – Journal of Advanced Academics, 2023
This study explores the direction and magnitude of racial disparities on three advanced placement (AP) computer science (CS) exams, namely AP CS Principles, AP CS A, and AP CS AB, based on the test scores of more than one million students who have taken AP CS exams between 1997 and 2020. Using Mann-Kendall test and Sen's slope procedures we found…
Descriptors: Educational Trends, Trend Analysis, Academic Achievement, High Achievement
Lu, Chang; Macdonald, Rob; Odell, Bryce; Kokhan, Vasyl; Demmans Epp, Carrie; Cutumisu, Maria – Journal of Computing in Higher Education, 2022
The field of computational thinking (CT) is developing rapidly, reflecting its importance in the global economy. However, most empirical studies have targeted CT in K-12, thus, little attention has been paid to CT in higher education. The present scoping review identifies and summarizes existing empirical studies on CT assessments in…
Descriptors: Computation, Thinking Skills, Higher Education, Educational Trends
Bruno, Paul; Lewis, Colleen M. – Educational Administration Quarterly, 2022
Purpose: We aim to better understand the curricular, staffing, and achievement trade-offs entailed by expansions of high-school computer science (CS) for students, schools, and school leaders. Methods: We use descriptive, correlational, and quasi-experimental methods to analyze statewide longitudinal course-, school-, and staff-level data from…
Descriptors: High School Students, Computer Science Education, Educational Trends, Course Selection (Students)
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