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Rodrigues, Luiz; Toda, Armando M.; Oliveira, Wilk; Palomino, Paula Toledo; Vassileva, Julita; Isotani, Seiji – IEEE Transactions on Learning Technologies, 2022
Personalized gamification explores user models to tailor gamification designs to mitigate cases wherein the one-size-fits-all approach ineffectively improves learning outcomes. The tailoring process should simultaneously consider user and contextual characteristics (e.g., activity to be done and geographic location), which leads to several…
Descriptors: Automation, Game Based Learning, Individualized Instruction, Attitudes
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Oliveira, Wilk; Hamari, Juho; Shi, Lei; Toda, Armando M.; Rodrigues, Luiz; Palomino, Paula T.; Isotani, Seiji – Education and Information Technologies, 2023
Gamification has been widely used to design better educational systems aiming to increase students' concentration, motivation, engagement, flow experience, and others positive experiences. With advances in research on gamification in education, over the past few years, many studies have highlighted the need to tailor the gamification design…
Descriptors: Gamification, Game Based Learning, Educational Games, Learner Engagement
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Oliveira, Wilk; Hamari, Juho; Joaquim, Sivaldo; Toda, Armando M.; Palomino, Paula T.; Vassileva, Julita; Isotani, Seiji – Smart Learning Environments, 2022
Gamification refers to the attempt to transform different kinds of systems to be able to better invoke positive experiences such as the flow state. However, the ability of such intervention to invoke flow state is commonly believed to depend on several moderating factors including the user's traits. Currently, there is a dearth of research on the…
Descriptors: Game Based Learning, Learner Engagement, Learning Motivation, Personality Traits
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Oliveira, Wilk; Tenório, Kamilla; Hamari, Juho; Pastushenko, Olena; Isotani, Seiji – Smart Learning Environments, 2021
The flow experience (i.e., challenge-skill balance, action-awareness merging, clear goals, unambiguous feedback, concentration, sense of control, loss of self-consciousness, transformation of time, and "autotelic" experience) is an experience highly related to the learning experience. One of the current challenges is to identify whether…
Descriptors: Prediction, Psychological Patterns, Learning Processes, Student Behavior
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Toda, Armando M.; Palomino, Paula T.; Oliveira, Wilk; Rodrigues, Luiz; Klock, Ana C. T.; Gasparini, Isabela; Cristea, Alexandra I.; Isotani, Seiji – Educational Technology & Society, 2019
One of the main goals of gamification in educational settings is to increase student motivation and engagement. To facilitate the design of gamified educational systems, in recent years, studies have proposed various approaches (e.g., methodologies, frameworks and models). One of the main problems, however, is that most of these approaches are…
Descriptors: Educational Games, Game Based Learning, Design, Taxonomy
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Toda, Armando M.; Oliveira, Wilk; Shi, Lei; Bittencourt, Ig Ibert; Isotani, Seiji; Cristea, Alexandra – International Educational Data Mining Society, 2019
Gamification frameworks can aid in gamification planning for education. Most frameworks, however, do not provide ways to select, relate or recommend how to use game elements, to gamify a certain educational task. Instead, most provide a "one-size-fits-all" approach covering all learners, without considering different user…
Descriptors: Gender Differences, Game Based Learning, Preferences, Design