Much of learning analytics research has focused on factors influencing model generalizability of predictive models for academic performance. The degree of model generalizability across courses may depend on aspects, such as the similarity of the course setup, course material, the student cohort, or the teacher. Which of these contextual factors…

This study investigates factors that stimulate better academic performance for female students in learning quantitative topics, such as those involving mathematical-related tasks. We explore the differences in self-regulated learning (e.g., sources of motivation and execution of learning strategies), learning behaviors, and learning achievement of…

Adult refugees often turn to informal learning opportunities, such as family literacy programs, to learn English. These programs often promote dominant, neoliberal ideologies and invoke a deficit lens that intends to fix newcomers. This chapter looks at the learning experiences of Kurdish refugees who participated in a family literacy program in…

We examine the effectiveness of a planning prompt intervention to reduce procrastination on online homework for college students. The intervention asked students to indicate their intention to earn small amounts of extra credit for completing assignments earlier and form a plan to realize their intentions. Students' learning behavior is measured…

How can instructors help students adopt effective learning strategies? In this study, students in a large introductory psychology class completed a "learning how to learn" assignment in which they read one of four randomly assigned empirical articles about the utility of a learning strategy (i.e., distributed practice, rereading,…

When transitioning to higher education, students need to develop the skills to become self-regulated learners capable of setting their own learning goals and planning and monitoring their learning. Self-regulated learning and academic performance have been shown to positively correlate with effective time management and study skills. There are…

In this paper, we introduce 'Concept Questions,' a weekly writing assignment that has been incorporated into multiple upper-level engineering courses at a single university with the intent of enhancing students' conceptual understanding of the course content. To explore the influence of this activity on students in these courses, we compared…

A concern in engineering education is students adopting a 'recognise and reproduce' approach to problem solving. In this study, an assignment was conceived and analysed through Legitimation Code Theory -- which allows for visualisation of students' thinking, and to illuminate how students construct knowledge in open-ended problem solving. The…

Learning computer programming is a challenging task for most beginners. Demotivation and learned helplessness are pretty common. A novel instructional technique that leverages the value-expectancy motivational model of student learning was conceptualized by the author to counter the lack of motivation in the introductory class. The result was a…

Research Findings: This study explored the moderating effect of child competence in independent learning in relations between the amount of learning assignment, length of online learning, and parent satisfaction with children's online learning during COVID-19 imposed class suspension. The data came from an online survey conducted in Hong Kong in…