Background: The growing necessity of providing better education, notably through the development of Adaptive Learning Systems (ALSs), leveraged the study of several psychological constructs to accurately characterize learners. A concept extensively studied in education is engagement, a multidimensional construct encompassing behavioral expression…

There is currently widespread interest in how to promote self-regulated learning (SRL) among young learners to prepare the stage for success in later years. Yet, there is little research that explores primary school students' perspectives and strategies which are known to directly influence their SRL engagement. We conducted semi-structured…

The unprecedented COVID-19 pandemic has changed many aspects of society, including education. While online learning aims to avoid the transmission of viruses, however, what causes the success or failure of online learning needs to be investigated. This study tries to answer the question by analyzing how self-regulated learning, digital literacy,…

The goal of this chapter is to propose a cyclical process of how teachers can use multimodal multichannel data of cognitive, affective, metacognitive, motivational, and social processes to assist with the understanding of their own and their students' self-regulated learning (SRL), and their subsequent instructional decision making. What…

Doctoral studies can be daunting unless candidates are able to implement effective self-directed strategies and motivational tools to ensure success, which is reflected in the high attrition rates of doctoral candidates globally. This paper explores the use of a learning management system (LMS) to support the completion of a PhD for a doctoral…

The aim of college education is not only to teach students professional knowledge and skills but also to develop their self-regulated learning (SRL) ability, which has great significance for their lifelong development. This study aims to investigate the roles played by professional identity, intrinsic motivation, and sense of school belonging in…

The purpose of this quantitative study was to determine the effectiveness of matching college students' personality types and learning preferences. The study gathered data from student personality types, college classroom environments, and learning preferences. Personality types were assessed through the Myers-Briggs Type Indicator personality…

During the COVID-19 pandemic, preexisting soil science laboratories were redesigned for self-guided learning (SGL). The SGL laboratories occurred on-campus during the fall 2020 semester in two introductory soil science courses at the University of Tennessee at Martin and Virginia Polytechnic Institute and State University. Students carried out the…

We have elaborate systems of formal instruction--schools, universities, and training institutes--all to facilitate learning within the walls. At the same time, there are ample opportunities for learning in the wild--in nature, libraries, and museums, online, in play and work, and through daily interaction with others. But the potential for…

For many learners in the United States, the education system has been dominated by compulsory education that largely ignores the learning that can happen when learners are able to follow their curiosity and explore without significant adult intervention. The research problem was that despite a wide body of literature on the benefits of…

Research and practice have recognized the importance of informal learning--a specific type of active learning--for higher education contexts. University students learn not only in formally organized courses, but also in a self-directed and intentional way from fellow students, through trial and error, and by reflection. However, there has been a…

Background: The growth of online higher education programs and the increasing numbers of students seeking remote learning experiences require educators to find new ways of meeting the changing learning needs of their students. One possible approach for facilitating success for online college students is fostering engagement in self-regulated…

Students struggle to regulate their learning during independent study sessions. In this study, we ask whether an online behavioral intervention helped introductory students decrease distraction while studying. The intervention consisted of exam 1 reflection, exam 2 planning, and exam 2 reflection exercises. During planning, students formed a goal,…

Purpose: Today's unpredictable and fast-changing work environment challenges researchers and organizations to rethink learning. In contrast to traditional learning designs, new learning frameworks such as agile learning are more learner centered, integrated into the workplace and socially shaped. The purpose of this study is to examine Working Out…

Self-directed learning (SDL) is necessary for successful learning in MOOCs. Motivation is one of the critical elements of SDL. This mixed-method study examined the design and delivery of MOOCs to motivate learners for SDL. The data collection methods included semi-structured interviews with 22 MOOC instructors, a document review of 22 MOOCs, and…