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Zhong, Baichang; Zheng, Jijun; Zhan, Zehui – Interactive Learning Environments, 2023
This study examined the effects of virtual and physical robots (VPR) using in different learning stages (simple session/complex session) in a robotics programming course. A quasi-experimental design was implemented with 84 junior high school students from two classes. One class with 44 students used combination of VPR strategy for learning,…
Descriptors: Robotics, Programming, Junior High School Students, Educational Technology
Lavy, Ilana – Informatics in Education, 2023
This paper describes a pilot study that explores students learning how to program via a multi-disciplinary approach. The study participants were eleven 6th grade students who learned programming fundamentals via music activities in a Scratch 3.0 environment. These activities included the programming of familiar melodies and the development of…
Descriptors: Computer Science Education, Programming, Grade 6, Music
McCarron, Elizabeth; Frydenberg, Mark – Information Systems Education Journal, 2023
Students today are often assumed to be digitally literate and prepared for college, but that is not always the case. Introductory technology courses at the college level provide students with the technology and digital skills necessary for them to succeed in college. This study, conducted at a small New England "business school" that…
Descriptors: College Freshmen, Technological Literacy, Educational Technology, Business Schools
Garcia, Fabrício Wickey da Silva; Oliveira, Sandro Ronaldo Bezerra; Carvalho, Elielton da Costa – Informatics in Education, 2023
The contents taught in the programming subjects have a great relevance in the formation of computing students. However, these subjects are characterized by high failure rates, as they require logical reasoning and mathematical knowledge. Thus, establishing knowledge through the subject of algorithms can help students to overcome these difficulties…
Descriptors: Teaching Methods, Algorithms, Undergraduate Students, Computer Science Education
Holman, Justin O.; Hacherl, Allie – Journal of Statistics and Data Science Education, 2023
It has become increasingly important for future business professionals to understand statistical computing methods as data science has gained widespread use in contemporary organizational decision processes in recent years. Used by scores of academics and practitioners in a variety of fields, Monte Carlo simulation is one of the most broadly…
Descriptors: Teaching Methods, Monte Carlo Methods, Programming Languages, Statistics Education
Jiang, Bo; Wu, Simin; Yin, Chengjiu; Zhang, Haifeng – IEEE Transactions on Learning Technologies, 2020
Accurately tracing the state of learner knowledge contributes to providing high-quality intelligent support for computer-supported programming learning. However, knowledge tracing is difficult when learners have only had a few practice opportunities, which is often common in block-based programming. This article proposed two knowledge tracing…
Descriptors: Programming, Computer Assisted Instruction, Problem Solving, Task Analysis
Dahn, Maggie; DeLiema, David; Enyedy, Noel – Teachers College Record, 2020
Background/Context: Computer science has been making its way into K-12 education for some time now. As computer science education has moved into learning spaces, research has focused on teaching computer science skills and principles but has not sufficiently explored the emotional aspects of students' experiences. This topic warrants further study…
Descriptors: Computer Science Education, Coding, Programming, Student Experience
Emhardt, Selina N.; Kok, Ellen M.; Jarodzka, Halszka; Brand-Gruwel, Saskia; Drumm, Christian; van Gog, Tamara – Cognitive Science, 2020
Domain experts regularly teach novice students how to perform a task. This often requires them to adjust their behavior to the less knowledgeable audience and, hence, to behave in a more didactic manner. Eye movement modeling examples (EMMEs) are a contemporary educational tool for displaying experts' (natural or didactic) problem-solving behavior…
Descriptors: Expertise, Novices, Eye Movements, Teacher Behavior
Samsa, Gregory – Journal of Curriculum and Teaching, 2020
Objective: In a Statistical Analysis System (SAS) coding interview, job applicants are typically presented with data management and data analysis problems and asked to solve them using the programming language of SAS. Interviewers not only assess technical competence, but also algorithm design and more generally how applicants approach computer…
Descriptors: Programming, Computer Science Education, Interviews, Masters Programs
Mauk, Maureen; Willett, Rebekah; Coulter, Natalie – Learning, Media and Technology, 2020
The past five or so years have been marked by a proliferation of educational initiatives, programmes, and toys designed to introduce children to coding and to develop their skills and interest in computer science. This article takes a critical approach to this movement, focusing specifically on ways dominant discourse surrounding the coding…
Descriptors: Computer Science, Discourse Analysis, Females, Programming
Taipalus, Toni; Seppänen, Ville – ACM Transactions on Computing Education, 2020
Structured Query Language (SQL) skills are crucial in software engineering and computer science. However, teaching SQL effectively requires both pedagogical skill and considerable knowledge of the language. Educators and scholars have proposed numerous considerations for the betterment of SQL education, yet these considerations may be too numerous…
Descriptors: Programming Languages, Computer Science Education, Literature Reviews, Learning Activities
Gurer, Melih Derya; Tokumaci, Seyfullah – International Journal of Computer Science Education in Schools, 2020
Literature indicated that attitude toward programming, programming self-efficacy, gender, and students' department was related to achievement in computer programming. However, there is a need for further studies investigating to what extent these factors explain programming achievement in a model. This study aimed to investigate the effects of…
Descriptors: Student Attitudes, Programming, Self Efficacy, Gender Differences
Vasconcelos, Lucas; Kim, ChanMin – Instructional Science: An International Journal of the Learning Sciences, 2020
Scientific modeling and coding are critical skills to be integrated into K-12 instruction. Research has shown that preservice teachers are often ill-prepared for teaching scientific modeling, and lack opportunities to learn coding within teacher education programs. The present study reports the implementation of an instructional module and online…
Descriptors: Preservice Teachers, Preservice Teacher Education, Science Instruction, Models
Margulieux, Lauren E.; Morrison, Brian B.; Franke, Baker; Ramilison, Harivololona – ACM Transactions on Computing Education, 2020
The subgoal learning framework has improved performance for novice programmers in higher education, but it has only started to be applied and studied in K-12 (primary/secondary). Programming education in K-12 is growing, and many international initiatives are attempting to increase participation, including curricular initiatives like Computer…
Descriptors: Programming, Computer Science Education, Elementary Secondary Education, Coding
Caeli, Elisa Nadire; Yadav, Aman – TechTrends: Linking Research and Practice to Improve Learning, 2020
In the recent years, there has been a push to engage primary and secondary students in computer science to prepare them to live and work in a world influenced by computation. One of the efforts involves getting primary and secondary students to think computationally by introducing computational ideas such as, algorithms and abstraction. Majority…
Descriptors: Thinking Skills, Elementary School Students, Secondary School Students, Problem Solving