Deep learning techniques are being unified for decision support in various applications. However, it remains challenging to train robust deep learning models, due to the inherent insufficient labeled data that is usually time-consuming and labor-intensive. Self-supervised learning is a feature representation learning paradigm to learn robust…

Previous research has shown the importance of regulating learning and collaboration in instructional design. Moreover, learners often struggle to regulate their learning and collaborate effectively, which can hinder knowledge acquisition and academic achievements. To address these challenges, the Understand, Plan, Monitor, and Reflect (UPMR)…

A quantitative predictive correlational study was conducted to find to what extent, if any, gender and adult student status, individually or in combination, moderates the predictive relationships between resilience and self-regulated strategies of Goal Setting (GS), Environment Structuring (ES), Task Strategies (TS), Time Management (TM), Help…

The online learning environment demands the ability to self-regulate, set up learning goals, monitor progress, and self-reflect on the learning process. Self-regulated learning (SRL) is an approach to learning where students actively have control over their behaviors. This student-centered, iterative process demands learners exhibit certain…

Search-as-learning research has emphasized the need to better support searchers when learning about complex topics online. Prior work in the learning sciences has shown that effective self-regulated learning (SRL), in which goals are a central function, is critical to improving learning outcomes. This dissertation investigates the influence of…

Current literature often focuses primarily on students when thinking of avenues to increase their academic achievement and/or social and emotional well-being, rather than increasing teacher professional capacity to directly impact students by developing their own social and emotional well-being. Therefore, there is a need to explore adult social…

This study explores how elementary gifted learners, through the use of fidget strategies, self-regulate levels of attention to increase focus and decrease inattentiveness in the gifted support and general education classrooms. Gifted learners may often be overlooked in areas such as self-regulation and explicitly taught strategies because they…

The purpose of this study was to explore the experiences of older adult students who learn in a community college academic environment. The rationale for the study stemmed from a lack of knowledge regarding this group's experiences. The research question asked in this study was the following: "How do older adult students in a community…

Elements of Social Emotional Learning (SEL) that create a connection with academic learning are based on one main principle: Effective, lasting academic learning and SEL are built on caring relationships and warm but challenging classroom and school environments. Although potential varies from student to student, each student deserves the…

Problem: Online learning is a form of distance education that occurs via the Internet (Adams, 2004; Carliner, 1999). The success of online learning depends on student-related factors such as acceptance, willingness, and motivation (Almaiah et al., 2019; Almaiah et al., 2020). When online learning systems are not utilized, students cannot realize…

Student demand for online learning is at an all-time high, making the identification of practical strategies for supporting student success in online learning more vital than ever. Positive emotion has been shown to promote self-regulated learning (SRL) and engagement, both evidenced predictors of student success. However, little is known about…

Evidence suggests females' mathematics skills and abilities are not as well developed as males resulting in females being underrepresented in science, technology, engineering, and mathematics (STEM) career fields. In addition, self-directed learning readiness (SDLR) plays a role in academic performance, giving those with greater SDLR and…

Building upon the work of Cooney (2021) and Finch (2016), this quantitative study sought to explore if there was a correlation between kindergarten through fifth-grade general education teachers' perceived level of social-emotional competence (SEC) and their implementation of social-emotional learning (SEL) through instructional practice within…

The purpose of this quantitative causal comparative study is to understand if there are significant differences in levels of intrinsic goal orientation, task value and effort regulation between online undergraduate and graduate students as well as students studying in education and business programs at a university based in Phoenix, Arizona. It is…

This dissertation investigated the learning required for individuals to onboard into self-managing organizations (SMOs). Using a qualitative case study approach, 15 participants from various SMOs were interviewed to gain insight into their experiences. In addition, data were collected from a document review and focus group. The study found that:…