Background: As one of the gamification elements, leaderboard, especially absolute leaderboard, is widely used in educational gamification systems. However, empirical studies on the optimal use condition of the leaderboard and underlying influence mechanisms are deficient. Objectives: This study explored which difficulty was more conducive to…

Learning to code is far from an easy task, it is a promising approach that underscores the use of the video game culture of students to motivate them to invest their time in the practice of programming. The students in this discipline are often discouraged by the amount of information to remember and the complex and constraining syntaxes.…

The purposes of the research were 1) to design the Digital Educational Computer Games Environments Supporting Education (DECGE-SE) and 2) to evaluate the DECGE-SE. The research procedure was divided into two phases. The DECGE-SE as follows: (1) Learning: (1.1) Subject area, (1.2) Learning objectives/Player goals, (1.3) Learning Theories, (1.4)…

Research on learning analytics (LA) has focused mostly at the university level. LA research in the K-12 setting is needed. This study aimed to understand 4,115 middle school students' learning paths based on their behavioural patterns and the relationship with performance levels when they used a digital learning game as their science curriculum.…

Instructor use of online gamification techniques using platforms such as Kahoot has been increasing in recent years. Prior research has found that the use of gamification can increase student engagement in a class and improve student performance on exams compared to traditional lectures and flipped classes. This paper examines the specific effect…

Virtual reality (VR) is the latest type of technology being developed and rapidly integrated into training environments. This study investigated students' intentions to use VR for training. The Technology Acceptance Model (TAM) was expanded to include two factors that are relevant to using VR in a dynamic learning environment. A survey of 310…

Purpose: The purpose of this paper is to help project management (PM) game designers and educators in simulating complexity in PM games and in assessing the effect of simulated project complexity levels on students' learning experience. To achieve this aim, the authors attempt to design and evaluate two computer-based project crashing games (PCGs)…

The presented study focuses on children aged from 5 to 6.5 who attend Czech kindergartens. Its purpose is to explore a potential positive impact of an educational game application on malleability of children's spatial skills through the application usage. The research was conducted as a pedagogical experiment in which the pre-test and post-test…

More research is needed on how to best use analytics to support educational decisions and design effective learning environments. This study was to explore and mine the data captured by a digital educational game designed for middle school science to understand learners' behavioral patterns in using the game, and to use evidence-based findings to…

In this synthesis, we systematically review research on educational games with adaptivity. Although an adaptive gaming experience provides personalization to learning, the complexity of design makes it difficult to evaluate its effectiveness. In this systematic review, we adopt three analytic approaches: (1) bibliometric analysis, (2) qualitative…

Online educational games have been widely used to support students' mathematics learning. However, their effects largely depend on student-related factors, the most prominent being their behavioral characteristics as they play the games. In this study, we applied a set of learning analytics methods (k-means clustering, data visualization) to…

Online educational games have been widely used to support students' mathematics learning. However, their effects largely depend on student-related factors, the most prominent being their behavioral characteristics as they play the games. In this study, we applied a set of learning analytics methods ("k"-means clustering, data…

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.…

A persistent issue exists in Kazakh higher education institutions regarding the nonsystematic approach to teaching grammar. Although some believe that grammar is acquired automatically, thus requiring no separate study, this sentiment may not be entirely accurate. Knowledge may sometimes be presented in an unsystematic manner, lacking structure…

Knowledge components (KCs) define the underlying skill model of intelligent educational software, and they are critical to understanding and improving the efficacy of learning technology. In this research, we show how learning curve analysis is used to fit a KC model--one that was created after use of the learning technology--which can then be…