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Serious Games Analytics in VR Environments: A Two-Stage Systematic Literature Review
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Aytaj Ismayilzada; Ayaz Karimov; Mirka Saarela – Journal of Interactive Learning Research, 2025
This systematic literature review explores learning analytics (LA) in serious games within virtual reality (VR) environments, focusing on studies from the International Conference on Learning Analytics and Knowledge (LAK) and the Journal of Learning Analytics (JLA). Conducted in two stages, the review identifies key domains where serious games in…
Descriptors: Educational Games, Computer Simulation, Technology Uses in Education, Instructional Effectiveness
Focus on the Notice: Evidence of Spatial Skills' Effect on Middle School Learning from a Computer Simulation
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Epler-Ruths, Colleen M.; McDonald, Scott; Pallant, Amy; Lee, Hee-Sun – Cognitive Research: Principles and Implications, 2020
This article represents the findings from the qualitative portion of a mixed methods study that investigated the impact of middle school students' spatial skills on their plate tectonics learning while using a computer visualization. Higher spatial skills have been linked to higher STEM achievement, while use of computer visualizations has mixed…
Descriptors: Spatial Ability, Middle School Students, Plate Tectonics, STEM Education
Game Learning Analytics of Instant Messaging and Online Discussion Forums in Higher Education
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Hernández-Lara, Ana Beatriz; Perera-Lluna, Alexandre; Serradell-López, Enric – Education & Training, 2021
Purpose: With the growth of digital education, students increasingly interact in a variety of ways. The potential effects of these interactions on their learning process are not fully understood and the outcomes may depend on the tool used. This study explores the communication patterns and learning effectiveness developed by students using two…
Descriptors: Game Based Learning, Learning Analytics, Computer Mediated Communication, Asynchronous Communication
Developing Learning Environment Using Interactive Multimedia
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Shahzad, Muhammad; Nadeem, Muhammad Asif; U-Nisa, Zaib – Pakistan Journal of Distance and Online Learning, 2021
The study was conducted in three phases that is testing, using multimedia and observation of the controlled group. Major objective of the research were to assess the implications of software development design on learners and to identify effects of interactive multimedia environment on learning patterns of learners' at graduate level. The…
Descriptors: Educational Environment, Multimedia Instruction, Instructional Effectiveness, Hypermedia
E-Learn 2019: World Conference on E-Learning. Proceedings (New Orleans, Louisiana, November 4-7, 2019)
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Carliner, Saul, Ed. – Association for the Advancement of Computing in Education, 2019
The Association for the Advancement of Computing in Education (AACE) is an international, non-profit educational organization. The Association's purpose is to advance the knowledge, theory, and quality of teaching and learning at all levels with information technology. "E-Learn 2019: World Conference on E-Learning" took place in New…
Descriptors: Conferences (Gatherings), Electronic Learning, Conference Papers, Learner Engagement
Discovery with Models: A Case Study on Carelessness in Computer-Based Science Inquiry
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Hershkovitz, Arnon; Baker, Ryan S. J. d.; Gobert, Janice; Wixon, Michael; Sao Pedro, Michael – Grantee Submission, 2013
In recent years, an increasing number of analyses in Learning Analytics and Educational Data Mining (EDM) have adopted a "Discovery with Models" approach, where an existing model is used as a key component in a new EDM/analytics analysis. This article presents a theoretical discussion on the emergence of discovery with models, its…
Descriptors: Learning Analytics, Models, Learning Processes, Case Studies