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…

The way distance learners learn influences the manner in which they succeed in the different programmes of study. This study sought to gather views of selected open and distance learners on how they engaged in learning. The study was located in the interpretivist research paradigm and followed a qualitative research approach of which a case study…

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…

While textbooks serve as a primary source of content material and problem-solving practice for undergraduates in engineering, studies that investigate how engineering students prepare assignments based on textbook problems are limited. To examine how engineering students complete textbook-based assignments outside of class, this exploratory…

This research seeks to develop a critical reflection that frames, characterizes and evaluates the homework as a teaching strategy in the curricular area of "Environment Study" in the Portuguese primary education. For that, we considered three dimensions: the type of methodology used; the number of homework assignments; the duration of…

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…

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…

Student procrastination, as the voluntary delay of intended work despite expecting to be worse off for the delay, is an important factor with potentially negative consequences in student well-being and learning. In online educational settings such as Massive Open Online Courses (MOOCs), the effect of procrastination is considered to be even more…

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…

The large-scale and granular interaction data collected in online learning platforms such as massive open online courses (MOOCs) provide unique opportunities to better understand individuals' learning processes and could facilitate the design of personalized and more effective support mechanisms for learners. In this paper, we present two…

This paper describes a half semester long curricular and instructional design project focusing on the design and implementation of a collaborative strategy into a fully online graduate class in adult education. The purposeful group assignment and team building strategy, collectively called the collaborative strategy, represents an instructional…

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…

The present work examines the accuracy of self-reports of study time for college students. In a 10-week Mechanical Engineering course, 99 college students accessed their textbook, homework solutions, graded work, and lecture slides via custom software that recorded objective measures of reading time. In addition, the students provided subjective…