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…

The number of online courses that have been developed by faculty continues to increase in higher education. The purpose of this mixed-methods research study is to investigate the effects of online courses developed using the Quality Matters (QM) framework on self-regulated learning behaviors for students enrolled in online courses. The research…

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…

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 problem in this project study is that too many student-athletes earn less than a 2.39 grade point average at the study university. The purpose of the project study was to evaluate the self-regulated learning (SRL) skills of student-athletes to determine if there was a statistical difference in skills used among academically challenged and…

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…

Leveraging Pekrun's (2006) control-value theory and Festinger's (1954) social comparison theory, I explored college students' experiences with academic social comparisons (real or perceived) specifically as they relate to achievement emotions (i.e., anxiety, pride) and self-regulated learning strategies (i.e., time and study environment, effort…

Online learning has been widely adopted in higher education to reach students who typically would not have a chance to complete accredited courses (Kentnor, 2015). Massive open online courses (MOOC), which is a type of online learning, makes it easier for people to take university courses with internet access and a fraction of cost compared to…

As student veterans and service members (SVSM) continue to pursue post-secondary education, the body of literature contains multiple studies of transition and acculturation, but little empirical assessment of programs and services to support SVSM and address factors of student success, including academic achievement, engagement in educationally…

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…

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 evaluated the efficacy and effectiveness of a first-year freshman seminar course designed to improve self-regulated learning skills and bolster academic success. First-year seminars (FYS) are designed to help at-risk students (as indexed by their admissions criteria) gain the learning and motivational skills they need to succeed…

The purpose of this quantitative study was to identify if there are changes to self-regulated learning (SRL) tenets in undergraduate learners who were seeking a hard science degree and had completed a soft science course as part of their general education degree requirement. Students seeking a traditional college degree are required to take…