The rapid growth of edge computing, 5G, and IoT technologies has led to a significant increase in distributed data, creating both opportunities and challenges for machine learning. Federated learning has emerged as a promising approach to enable collaborative model training across decentralized devices while not sharing user data. However,…

While enrollment has been declining across higher education over the last decade, online education is one sector consistently enjoying enrollment gains, making its success indispensable to many institutions. Transactional distance theory has been used to study the experiences of online students and faculty and asserts that dialogue reduces the…

Various approaches have been introduced and tested to try to help struggling high school students catch up on their reading achievement. The current research study investigated how to support high school students with reading difficulties in increasing their reading abilities, engagement, and perception of their school as a supportive and…

There has been a move towards integrating educational technology into K-12 mathematics classrooms. This emphasis has been partly driven by policy, increases in technology resources available, and a need to engage students in their mathematical learning. Most studies on technology integration in mathematics education are focused on teachers'…

This dissertation is about designing learning environments that foreground students' epistemic agency as they "do science" in a science classroom. I build on the prior work that combines two important strands in learning sciences - agent-based modeling of complex systems and constructionism to design learning environments. I call such…

This mixed-methods study explored American College Test (ACT) composite scores and Tennessee Value-Added Assessment System (TVAAS) growth scores in connection with a student's race, socioeconomic status, and gender as well as perceived factors that promote or inhibit success on the ACT. Quantitative data were collected from existing TVAAS data for…

The purpose of this Action Research study was to investigate and improve the implementation and utilization of technology in online learning environments for the subject of at a post-secondary institution located in Boston, MA. Participants and data collected in Cycle 1 consisted of interviewing students, faculty, and administrators who engaged in…

Credit recovery programs utilize an asynchronous online learning platform that is designed for students who are repeating a course they failed in a traditional classroom setting. Although there is a limited body of literature on credit recovery programs, credit recovery is increasingly being used in districts across the country to meet the needs…

There are many different teaching technologies for neurotypical students, but students with autism spectrum disorders (ASD) may require online education media and Computer Based Interventions (CBIs) to thrive. For the purposes of this study CBIs are defined as a set of assistive interventions and technologies that are large and diverse based…

As a result of the COVID-19 epidemic, public school educators encountered several difficulties acquiring and integrating curriculum online. The problem addressed in this study was the negative effect online curriculum implementation had on student achievement as a result of the COVID-19 pandemic. The purpose of this qualitative, exploratory case…

This dissertation consists of five chapters. The first chapter serves to introduce the Modern Learning Environment (MLE) by discussing the challenges of designing and measuring student performance in these novel environments. Chapter two of the dissertation reviews the current research base of studying self-regulated learning in the modern…

Teachers in a new school setting tend to display lower teacher efficacy, which negatively affects teaching performance and student learning. The purpose of this qualitative case study was to examine the perceptions of teacher efficacy in pre-service teachers and explore key factors influencing the perceptions as a result of pre-service training.…

There is a strong push from within mathematics education reform to incorporate representations in math classrooms (Behr, Harel, Post, & Lesh, 1993; Kieren, 1993; NCTM, 2000). However, questions regarding what representations should be used (for a given topic) and how representations should be used (such that students gain a deep understanding of…

At present, a majority of one-to-one student laptop programs exist in schools that serve affluent communities, which denies low socioeconomic students the learning benefits of ubiquitous access to technology. Using a "Studying Up-Studying Down" paradigm, this multi-site case study collected mixed method data from program participants at five…

The purpose of this study was to determine the effects of interactive multimedia simulations and virtual dissection software on depth of learning among students participating in biology and chemistry laboratory courses. By understanding more about how simulation and virtual dissection software changes depth of learning, educators will have the…