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Jordan Hebert; Ryan Hratisch; Rahul Gomes; William Kunkel; Daniel Marshall; Abhimanyu Ghosh; Isabella Doss; Ying Ma; Derek Stedman; Blake Stinson; Anthony Varghese; Molly Mohr; Pricilla Rozario; Sudeep Bhattacharyya – Education and Information Technologies, 2024
High-performance computing (HPC) has become a strategic resource that drives innovation and economic growth. In addition, it is important to educate a workforce with advanced computational skills to maintain economic competitiveness. In this project, we studied 133 domestic and international university HPC centers to understand the status of HPC.…
Descriptors: Computation, Undergraduate Students, Barriers, Opportunities
Nikolaos Pellas – Journal of Educational Computing Research, 2024
Educational technologists and practitioners have made substantial strides in developing affordable digital and tangible resources to support both formal and informal computer science instruction. However, there is a lack of research on practice-based assignments, such as Internet of Things (IoT) projects, that allow undergraduate students to…
Descriptors: Computation, Thinking Skills, Learning Motivation, Academic Persistence
English, Niall J. – Chemical Engineering Education, 2022
Molecular-, fluid- and field-dynamics simulation are becoming more mainstream tools for practicing process engineers; here, the academic community needs to pay close attention to "upskilling" demands from industry, where remote working/training emphasizes the need for sophisticated computational-engineering design tools with molecular…
Descriptors: Engineering Education, Skill Development, Computation, Design
Mahboobeh Mehrvarz; Fahimeh Keshavarzi; Elham Heidari; Bruce M. McLaren – Interactive Learning Environments, 2024
Many professionals consider computational thinking an essential skill in the twenty-first century. Furthermore, some studies demonstrate that computer-based networking skills and digital environments can improve computational thinking. A challenging question to be addressed is whether informal learning in a digital context is related to…
Descriptors: Computation, Thinking Skills, Skill Development, Social Networks
Akkaya, Ali; Akpinar, Yavuz – Computer Science Education, 2022
Background and Context: Though still a nascent area of research, serious games have been presented as means of engaging students in computer programming and computational thinking due to their immersive and interactive nature. Existing research is limited in its ability to provide systems based on sound instructional design models, and only a few…
Descriptors: Experiential Learning, Educational Games, Instructional Design, Programming
Lockwood, Elise; De Chenne, Adaline – North American Chapter of the International Group for the Psychology of Mathematics Education, 2020
Computational activity is increasingly relevant in education and society, and researchers have investigated its role in students' mathematical thinking and activity. More work is needed within mathematics education to explore ways in which computational activity might afford development of mathematical practices. In this paper, we specifically…
Descriptors: Undergraduate Students, Computation, Problem Solving, Programming
Jang, Yeonju; Choi, Seongyune; Kim, Seonghun; Kim, Hyeoncheol – Educational Technology & Society, 2023
Given the importance of digital technology in daily life, computational thinking (CT) has become a necessary skill for everyone, not just for computer scientists. For CT development, students need to receive appropriate social learning support. However, instructors find it difficult to provide such support to many students in online courses. This…
Descriptors: Social Networks, Electronic Learning, Mentors, Skill Development
Donoghue, Thomas; Voytek, Bradley; Ellis, Shannon E. – Journal of Statistics and Data Science Education, 2021
Nolan and Temple Lang's "Computing in the Statistics Curricula" (2010) advocated for a shift in statistical education to broadly include computing. In the time since, individuals with training in both computing and statistics have become increasingly employable in the burgeoning data science field. In response, universities have…
Descriptors: Statistics Education, Teaching Methods, Computation, Curriculum Design
Sharma, Arun K.; Hernandez, Michelle; Phuong, Vinh – Journal of STEM Education: Innovations and Research, 2019
Course-based undergraduate research (CURE) is an educational paradigm to engage students in authentic research projects as part of their classroom experience. We present a course-based undergraduate research experience (CURE) for first-year students to get acquainted with the research process and apply the skills of scientific computing to…
Descriptors: Student Research, Undergraduate Students, Learner Engagement, Climate
National Academies Press, 2018
Data science is emerging as a field that is revolutionizing science and industries alike. Work across nearly all domains is becoming more data driven, affecting both the jobs that are available and the skills that are required. As more data and ways of analyzing them become available, more aspects of the economy, society, and daily life will…
Descriptors: Undergraduate Students, Data, Data Analysis, Information Utilization
Yuen, Timothy T.; Robbins, Kay A. – ACM Transactions on Computing Education, 2014
Critical thinking, problem solving, the use of tools, and the ability to consume and analyze information are important skills for the 21st century workforce. This article presents a qualitative case study that follows five undergraduate biology majors in a computer science course (CS0). This CS0 course teaches programming within a data-driven…
Descriptors: Qualitative Research, Critical Thinking, Thinking Skills, Problem Solving
Lynch, Collin F., Ed.; Merceron, Agathe, Ed.; Desmarais, Michel, Ed.; Nkambou, Roger, Ed. – International Educational Data Mining Society, 2019
The 12th iteration of the International Conference on Educational Data Mining (EDM 2019) is organized under the auspices of the International Educational Data Mining Society in Montreal, Canada. The theme of this year's conference is EDM in Open-Ended Domains. As EDM has matured it has increasingly been applied to open-ended and ill-defined tasks…
Descriptors: Data Collection, Data Analysis, Information Retrieval, Content Analysis

Stillman, Gloria A.; Alison, Justine; Croker, Felicity – Innovations in Education and Training International, 1999
Describes the development of a computer-assisted learning package at James Cook University (Australia) that uses the World Wide Web to provide accessible practice in medication calculations for undergraduate nursing students and inservice education for nurses in isolated areas. Highlights include design features, constraints, cost effectiveness,…
Descriptors: Computation, Computer Assisted Instruction, Computer Software Development, Cost Effectiveness