Self-regulated learning (SRL) is critical in online learning, and profiling learners' SRL patterns is needed to provide personalized support. However, little research has examined how each learner performs the cyclical phases of SRL based on trace data. To fill the gap, this study attempts to derive SRL profiles encompassing all cyclical phases of…

Although self-regulated learning (SRL) plays an important role in supporting online learning performance, the lack of student self-regulation skills poses a persistent problem to many educators. Recommender systems have the potential to promote SRL by delivering personalized feedback and tailoring learning strategies to meet individual learners'…

In today's rapidly changing and technology-driven world, the ability to think creatively is essential for individuals and organizations. To date, technology-based training has become a new trend for learning and training in the 21st century; however, little empirical research has been conducted to enhance creativity through online training. In the…

Lifelong learning is emerging as a key priority for promoting equity and sustainability in societies. Self-regulated learning (SRL) is a fundamental requirement for achieving successful lifelong learning, and digitization is increasingly influential in this regard. This mixed-methods study explores the degree to which adaptive learning technology…

Self-regulated learning (SRL) is a prerequisite for successful learning. However, studies have reported that many students struggle with self-regulation in online learning, indicating the need to provide students with additional support for SRL. This study adopted a design-based research methodology to iteratively design, implement, and evaluate…

Self-directed learning (SDL) has become essential in promoting autonomy and critical thinking within mathematics education. Given the increasing emphasis on SDL, a bibliometric analysis is necessary to map the field's development, key themes, and influential contributions. This study utilizes Scopus data from 1981 to 2024, encompassing 32…

Research on academic performance in online education proliferated in the last decade; however, our current understanding of the relationship between self-regulated learning and academic performance in online learning environments remains scattered. This meta-analysis provides a holistic view of the relationship between learners' use of…

The importance of goal clarity in college students' online self-directed learning cannot be overstated. Using micro-survey data from 1018 Chinese college students, this paper empirically investigates how goal clarity affects college students' perceived effectiveness of online self-directed learning using an ordered logit model. Subsequently, this…

Background: Online learning has become more prevalent over the past three decades, especially during the COVID-19 pandemic. Educators and scholars have increasingly emphasized the significance of self-directed learning (SDL) on successful learning outcomes in online learning environments. Objectives: The purpose of this study was to synthesize the…

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…

Digital literacy is a media-based learning that combines education and technology with the hope that students can make the most of it. This requires learning skills, one of which is the ability to take the initiative to be responsible for learning materials, often called self-directed learning. The purpose of this study was to describe the effect…

Self-directed educator professional learning is commonplace, and such activities increasingly span multiple digital spaces and formats, and blur boundaries between online and offline. In this exploratory research, we analyze the case of the #CharlasEducativas, a dynamic professional learning ecosystem that began in 2020 and is based in Spain. We…

Due to the continuous evolution of society's health needs, medical students must acquire Self-Directed Learning (SDL) skills. Researchers have increasingly focused on finding suitable designs for teaching students self-directed learning (SDL) skills. This study aimed to compare the effectiveness of disciplinary and interdisciplinary design methods…

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…

At the onset of the COVID-19 pandemic, The Citadel transitioned from a face-to-face to an emergency online modality. We conducted a study to track changes in self-directed learning readiness (SDLR) among engineering students during the Spring 2020 semester, including trends based on demographic, performance, and cognitive load factors. SDLR was…