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Rubleske, Joseph; Fletcher, Travis; Westerfeld, Brett – Journal of Instructional Pedagogies, 2020
Electronic sports (e-sports) can be defined as digital games played competitively for an audience (Hodge et al., 2017). With a global consumer base of roughly 450 million people and projected 2019 revenues of US$1.1 billion, the e-sports industry continues to grow (Pannekeet, 2019). Behind this growth is a thriving ecosystem which includes…
Descriptors: Computer Games, Athletics, Data Collection, Data Analysis
Kara, Nuri – Contemporary Educational Technology, 2021
The aim of this study was to conduct a systematic literature review on the use of serious games in science education between 2016 and 2020 years. A total of 39 articles were included from Science Citation Index-Expanded (SCI-Expanded), Social Science Citation Index (SSCI), Arts & Humanities Citation Index (A&HCI) and Emerging Sources…
Descriptors: Science Education, Educational Games, Teaching Methods, Science Achievement
Danial Hooshyar; Nour El Mawas; Yeongwook Yang – Knowledge Management & E-Learning, 2024
The use of learner modelling approaches is critical for providing adaptive support in educational computer games, with predictive learner modelling being among the key approaches. While adaptive supports have been shown to improve the effectiveness of educational games, improperly customized support can have negative effects on learning outcomes.…
Descriptors: Artificial Intelligence, Course Content, Tests, Scores
Yang, Zhiguo; Guo, Xiang – Decision Sciences Journal of Innovative Education, 2020
Hadoop is a well-known big data system and a subject covered in many big data courses. This article describes two role play games for teaching the two fundamental components in the Hadoop framework, MapReduce and Hadoop Distributed File System (HDFS). In the games, students form teams and play different roles as a part of a Hadoop cluster. The…
Descriptors: Role Playing, Educational Games, Teaching Methods, Class Activities
Dæhli, Olav; Kristoffersen, Bjørn; Lauvås, Per, Jr.; Sandnes, Tomas – Electronic Journal of e-Learning, 2021
Data modeling is an essential part of IT studies. Learning how to design and structure a database is important when storing data in a relational database and is common practice in the IT industry. Most students need much practice and tutoring to master the skill of data modeling and database design. When a student is in a learning process,…
Descriptors: Game Based Learning, Educational Games, Computer Games, Information Technology
Poole, Frederick J.; Clarke-Midura, Jody – Language Learning & Technology, 2023
Research involving digital games and language learning is rapidly growing. One advantage of using digital games to support language learning is the ability to collect data on students learning in real time. In this study, we use educational data mining methods to explore the relationship between in-game data and elementary students' Chinese…
Descriptors: Computer Games, Second Language Learning, Second Language Instruction, Data Analysis
Cui, Yang; Chu, Man-Wai; Chen, Fu – Journal of Educational Data Mining, 2019
Digital game-based assessments generate student process data that is much more difficult to analyze than traditional assessments. The formative nature of game-based assessments permits students, through applying and practicing the targeted knowledge and skills during gameplay, to gain experiences, receive immediate feedback, and as a result,…
Descriptors: Educational Games, Student Evaluation, Data Analysis, Bayesian Statistics
Christian, Nicholas; Akujobi, Innocent; Saha, Munmun; Korzaan, Melinda – Information Systems Education Journal, 2018
Advanced Competition Simulations (ACS), a massive multiplayer online (MMO) strategy gaming company, has petabytes of customer data at their data center in Brentwood, Tennessee that could assist executives with decision making, but they currently do not have business intelligence software or a business intelligence and analytics (BIA) team. As is…
Descriptors: Computer Games, Computer Simulation, Business, Intelligence
Ashley, Christy – Marketing Education Review, 2019
Undergraduate marketing majors who were enrolled in the senior-level marketing capstone course engaged with current marketing news from credible sources and practiced data visualization as part of a teaching innovation, Fantasy Brand Leagues. The ten-week assignment treated brands like players in a game modeled after Fantasy Football. The…
Descriptors: Undergraduate Students, Marketing, Capstone Experiences, Independent Study
Taub, Michelle; Azevedo, Roger – Journal of Educational Data Mining, 2018
Self-regulated learning conducted through metacognitive monitoring and scientific inquiry can be influenced by many factors, such as emotions and motivation, and are necessary skills needed to engage in efficient hypothesis testing during game-based learning. Although many studies have investigated metacognitive monitoring and scientific inquiry…
Descriptors: Metacognition, Undergraduate Students, Student Behavior, Scientific Research
Kinnebrew John S.; Killingsworth, Stephen S.; Clark, Douglas B.; Biswas, Gautam; Sengupta, Pratim; Minstrell, James; Martinez-Garza, Mario; Krinks, Kara – IEEE Transactions on Learning Technologies, 2017
Digital games can make unique and powerful contributions to K-12 science education, but much of that potential remains unrealized. Research evaluating games for learning still relies primarily on pre- and post-test data, which limits possible insights into more complex interactions between game design features, gameplay, and formal assessment.…
Descriptors: Computer Games, Educational Games, Data Analysis, Science Education
Costin, Yvonne; O'Brien, Michael P.; Slattery, Darina M. – International Journal of Teaching and Learning in Higher Education, 2018
Entrepreneurs need to develop a range of skills to be successful, including skills in decision making, risk management, problem solving, communication, and teamwork. Games and simulations are increasingly being used in both academia and business to encourage such skills development. This paper describes a business simulation module whereby…
Descriptors: Foreign Countries, Graduate Students, Business Administration Education, Entrepreneurship
McCarthy, Elizabeth; Tiu, Michelle; Li, Linlin – Technology, Knowledge and Learning, 2018
This paper presents two studies of transmedia interventions in the classroom. The two studies address how narrative-based transmedia curricular resources can support student learning in early mathematics. The studies were designed to identify the affordances (features and advantages) of transmedia-based learning in preschool and first grade…
Descriptors: Elementary School Mathematics, Mathematics Instruction, Multimedia Instruction, Preschool Children
Nicholas, Karen; Fletcher, Jo – Journal of Research in Childhood Education, 2017
By giving early adolescents in their last 2 years of primary/elementary schooling opportunities to voice their ideas, teacher educators, school leaders, and teachers gain insight into how children view their mathematics learning. This article explores the views and aspirations of 34 11- to 13-year-old students from a range of socioeconomic schools…
Descriptors: Foreign Countries, Early Adolescents, Secondary School Students, Elementary School Students
Hao, Jiangang; Shu, Zhan; von Davier, Alina – Journal of Educational Data Mining, 2015
Students' activities in game/scenario-based tasks (G/SBTs) can be characterized by a sequence of time-stamped actions of different types with different attributes. For a subset of G/SBTs in which only the order of the actions is of great interest, the process data can be well characterized as a string of characters (i.e., action string) if we…
Descriptors: Task Analysis, Data Analysis, Vignettes, Correlation