Self-direction has become an important skill in the 21st century. To cultivate learners with a high level of self-direction, it is necessary to diagnose their self-directed learning (SDL) ability. This study diagnosed and predicted learners' SDL ability based on their actual SDL behaviours. The study was performed in a self-directed 3D design…

This study investigated the seamless mobile learning practices of UK government workers at various life stages, to understand how context impacted decisions about how, when and where learning was undertaken. Following Hedegaard, the context was understood as involving settings embedded within institutions. Drawing on analysis of data from public…

Advances in computational language models increasingly enable adaptive support for self-regulated learning (SRL) in digital learning environments (DLEs; eg, via automated feedback). However, the accuracy of those models is a common concern for educational stakeholders (eg, policymakers, researchers, teachers and learners themselves). We compared…

It is well-established that being a self-regulated learner is beneficial academically, motivationally and is considered essential for productive life-long learning. Despite this, there is limited evidence examining how different measures of self-regulation for learning (SRL) relate to task performance for young students learning in digital…

Intelligent tutoring systems (ITSs) incorporate pedagogical agents (PAs) to scaffold learners' self-regulated learning (SRL) via prompts and feedback to promote learners' monitoring and regulation of their cognitive, affective, metacognitive and motivational processes to achieve their (sub)goals. This study examines PAs' effectiveness in…

Individual interest and self-regulation are two pillars of self-directed learning. Despite empirical evidence on the interaction between the two with respect to academic achievement, few studies have explored how individual interest and self-regulation might interact and relate to self-directed informal learning. This study surveyed 322 university…

This study investigated the role and process of self-directed reflective assessment (SDRA) enhanced by learning analytics to support pre-service teachers' (PTs') collective empowerment in a knowledge-building (KB) classroom. The participants were 43 second-year PTs from a compulsory course taught by a teacher who had 2 years' teaching experience.…

With the swift pivot to online learning, teachers and students have been forced to adopt a new way of teaching and learning, which has required students to become more self-directed in their learning. In addition, teachers are faced with the challenge of preparing students for the workforce and lifelong learning. One emerging approach for…

Web-based scientific inquiry learning is characterized as providing an autonomy-supportive environment for students to solve scientific problems. However, as a complementary approach for improving students' learning, structure-supportive strategies in a web-based learning environment deserve further exploration. Whilst both teachers and platforms…

Despite social media's ubiquity in modern life, research on some topics related to educators' use of social media for professional purposes remains underdeveloped, such as how use may change over time. This study explores educators' self-directed learning through social media by comparing change and continuity in how users contribute, interact and…

Capturing evidence for dynamic changes in self-regulated learning (SRL) behaviours resulting from interventions is challenging for researchers. In the current study, we identified students who were likely to do poorly in a biology course and those who were likely to do well. Then, we randomly assigned a portion of the students predicted to perform…

The present study assessed the effectiveness of the ECRIMO educational application designed to build first-grade level spelling skills. We tested whether using the app to teach spelling would be as effective as providing the same training using traditional paper exercises. The effect of integrating gamification into mobile learning apps, which has…

The main aim of the present study is to assess whether the open learner model (OLM) is capable of promoting students' active thinking by enhancing their self-regulation in online higher education learning environments. To this aim, we systematically reviewed the literature of the last three decades and found 67 articles, of which only a sample of…

Can a new instructional approach influence lifelong learning and the development of competent lifelong learners? Blended and online learning provides a platform for learning that introduces technological affordance to enable learning. We seek to find an intersection between blended and online learning and lifelong learning through an instructional…

In recent years, several studies have reported the potential of employing digital games in EFL (English as Foreign Language) courses to promote students' learning motivation. However, scholars have pointed out that students generally lack self-learning ability, which is the key to the success of learning a foreign language. Therefore, it is…