Practice in real-world settings exhibits many idiosyncrasies of scheduling and duration that can only be roughly approximated by laboratory research. Here we investigate 39,157 individuals' performance on two cognitive games on the Lumosity platform over a span of 5 years. The large-scale nature of the data allows us to observe highly varied…

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…

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…

Learning with digital games has gained considerable popularity. While digital game-based learning has the potential to improve learners' language learning achievement, engagement and motivation, there still exists a gap when it comes to providing effective feedback to learners within these games. Conventional digital games generally provide…

This paper demonstrated how to apply Machine Learning (ML) techniques to analyze student interaction data collected in an online mathematics game. Using a data-driven approach, we examined 1) how different ML algorithms influenced the precision of middle-school students' (N = 359) performance (i.e. posttest math knowledge scores) prediction and 2)…

This paper explores and sheds light on how various designs of game-based learning materials benefit music education. The developed games followed Gordon's music skill learning sequence of discrimination, and aimed to teach listening and visual skills for the middle C octave. Two genres of game-based learning materials were proposed, one with most…

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…

This paper demonstrated how to apply Machine Learning (ML) techniques to analyze student interaction data collected in an online mathematics game. Using a data-driven approach, we examined: (1) how different ML algorithms influenced the precision of middle-school students' (N = 359) performance (i.e. posttest math knowledge scores) prediction; and…

In creating a comfortable English learning atmosphere, the impressions of students and lecturers are crucial. Leading the students to be happy in learning is one of the big challenges for the lecturer. The aim of this study is to find out how students and lecturers feel about online learning by using gamification. It investigated how the students…

At a time marked by the increasing use of technology in education, the study presented in this paper explores and compares teachers' and children's views on the use of digital games in class. A case study is presented in a primary school setting where tablets have been fully integrated into the EFL classroom. A mixed-method approach was used to…

This paper demonstrates how to apply Machine Learning (ML) techniques to analyze student interaction data collected in an online mathematics game. We examined: (1) how different ML algorithms influenced the precision of middle-school students' (N = 359) performance prediction; and (2) what types of in-game features were associated with student…

Following Richards's (2015) ideas of using movie clips, videos, and games as valuable technological tools for language learning, the present study was conducted to investigate the effectiveness of using novel extracts and computer game cutscenes based on the same story to develop the vocabulary knowledge of English as a foreign language (EFL)…