Game designers and researchers have sought to create gameful environments that consider user preferences to increase engagement and motivation. In this sense, it is essential to identify the most suitable game elements for users' profiles. Designers and researchers must choose strategies to classify users into predefined profiles and select the…

Engaged and disengaged behaviors have been studied across a variety of educational contexts. However, tools to analyze engagement typically require custom-coding and calibration for a system. This limits engagement detection to systems where experts are available to study patterns and build detectors. This work studies a new approach to classify…

School dropout is a significant issue in distance learning, and early detection is crucial for addressing the problem. Our study aims to create a binary classification model that anticipates students' activity levels based on their current achievements and engagement on a Canadian Distance learning Platform. Predicting student dropout, a common…

Background: The role of students' epistemic understanding of science in mediating their engagement in learning activities and tasks has been highlighted in the literature. Although researchers recognize epistemic knowledge of science as a multi-faceted framework, the so-called person-centered approach that aims to generate meaningful and distinct…

This resource review focuses on the use of the DISCflex instrument in the classroom. While frequently administered in industry, DISC-style instruments are less frequently used in academic contexts, despite a usefulness in clarifying and working with preferred behaviors. This review provides a brief history and description of the DISCflex…

Language learners' mindsets--their beliefs about whether language is a fixed aptitude that is immutable or a malleable capacity that can be developed--are associated with achievement goals, language-use anxiety, reappraisals of challenges, and persistence. This study integrates these mindset-related constructs to identify mindset-system profiles…

Objective: The first objective of this research was to investigate the interrelationships of regulatory focus (i.e. promotion and prevention) and the ability to direct attention when studying. The second was to examine whether unobserved groups of individuals having distinct combinations of regulatory focus and directing attention differed on…

The current study is about students' engagement with socioscientific issues (SSI). We explored the use of sources of knowledge about SSI and attitudes toward SSI among a sample of 1676 Dutch 8- to 16-year-old students. First, we developed a questionnaire that measured students' use of four sources of knowledge about SSI: Social Resources (online…

Background: Previous studies on reading engagement have generally used variable-centred approaches to examine whole-sample averages. Few have assumed a person-centred approach, especially latent profile analysis (LPA), to examine students' reading engagement profiles. Although one study employed LPA to identify the reading engagement profiles of…

Within higher education, students and institutions are increasingly moving towards blended components and fully online learning coursework. Best practice online pedagogy is understood to be student-centred with a strong emphasis on social learning through collaboration. The social aspect supports frequency of engagement while collaborative…

Students' motivation plays an important role in successful science learning. However, motivation is a complex construct. Theories of motivation suggests that students' motivation must be conceptualized as a motivational system with numerous components that interact in complex ways and influence metacognitive processes such as self-evaluation. This…

Background: Students' initial experiences at university often shape their attendance and attainment. For some students, university is a positive experience, whereas others seemingly struggle and have more negative emotions. Unearthing distinctions in first-year students' emotionality may be valuable in understanding their academic engagement and…

Attracting and retaining diverse individuals is a core goal for reform efforts within in Science, Technology, Engineering, and Mathematics (STEM) gateway courses. Evidence-based instructional strategies in STEM, including those that incorporate scientific practices, have demonstrated promising findings regarding student learning gains. Inspired by…

Understanding the way learners engage with learning technologies, and its relation with their learning, is crucial for motivating design of effective learning interventions. Assessing the learners' state of engagement, however, is non-trivial. Research suggests that performance is not always a good indicator of learning, especially with open-ended…

A review of research on the relationship between academic engagement and burnout reveals three research gaps as most of the research was conducted: i) without analysing all its multiple dimensions; ii) from a variable-centred perspective; and iii) in educational contexts other than higher education. We seek to address these gaps and thus enhance…