Personalized learning, which has the potential to raise student achievement, requires understanding the competencies of students. Visualizations can help provide this understanding. Jeon et al. (2021) presented a latent space model that creates interaction maps visualizing response patterns from item response data. My dissertation proposes…

When multiple clients are collaboratively learning and training a shared model, incentives problems can arise. The clients may have different learning objectives and application domains, or they may be competitors whose participation in the learning system could reduce their competitive advantage. While collaborative learning is a powerful…

Improving instructor and student satisfaction with training in a global semiconductor company was the focus of this dissertation in practice. This study followed the Performance Improvement/Human Performance Technology (HPT) model as the overarching framework (Van Tiem et al., 2012). Fifty students and four instructors participated in this…

In this three-article dissertation, I explore three aspects of the Next Education Workforce initiative (NEW), an education reform effort hailing from Arizona State University's Mary Lou Fulton Teachers College. Through the initiative, NEW seeks to change schools and schooling, breaking down the physical and metaphorical walls of the predominant…

Advances in data analytics and intelligent technologies are enabling smart learning environments that promote personalized learning. Personalized learning systems where learners engage with information in a manner tailored to their unique needs, goals, and abilities have garnered significant academic research attention. If students can achieve…

This Appreciative Inquiry (AI) study was conducted to create the framework for the Differentiated Support Model (DSM). The DSM is a framework of individualized support for first year teachers that can be applied in any school district alongside a mentoring program or without a mentoring program. The DSM was designed to be implemented by an…

Using a learning management system (LMS) to deliver robust content for K-12 students became an essential part of the discussion of technology's place in K-12 education when teachers were forced to teach online at the start of the COVID-19 pandemic. Teachers used an LMS to deliver content in various ways and as part of different instructional…

It is becoming increasingly necessary for every child to have experience with 21st century Computational Thinking (CT) skills including learning to program. Considerable efforts have been made within the last two decades including the development and widespread use of novice-friendly block-based programming environments such as Scratch and Snap!…

Blended learning is a teaching technique that utilizes face-to-face teaching and online or technology-based practice in which the learner has the ability to exert some level of control over the pace, place, path, or time of learning. Schools that employ this method of teaching often demonstrate larger gains than traditional face-to-face programs…

The increasing amount of available subjective text data in internet such as product reviews, movie critiques and social media comments provides golden opportunities for information retrieval researchers to extract useful information out of such datasets. Topic modeling and sentiment analysis are two widely researched fields that separately try to…

This study identified knowledge, motivation and organizational influences preventing the consistent implementation of differentiated instruction via Guided Reading in English classes at a Middle-eastern public primary school in Abu Dhabi. English medium teachers, most of whom hail from native English-speaking countries, were the target stakeholder…

Personalization, the idea that teaching can be tailored to each students' needs, has been a goal for the educational enterprise for at least 2,500 years (Regian, Shute, & Shute, 2013, p.2). Recently personalization has picked up speed with the advent of mobile computing, the Internet and increases in computer processing power. These changes…

In this qualitative case study the researcher examined educators' perceptions of an RTI/MTSS model of instruction and how staff perceptions relate to fidelity of implementation. The purpose of this research was to investigate educators' understanding of the critical components necessary to support implementation of RTI/MTSS framework. The…

There are two primary challenges for instructors in offering a high-quality course at large scale. The first is scaling educational experiences to such a large audience. The second major challenge encountered is that of enabling adaptivity of the educational experience. This thesis addresses both major challenges in the way of high-quality…

Community colleges have multiple missions and one of them is to provide open access services to those seeking to further their education. Community colleges provide remedial courses in math, reading, and writing because many of their students do not meet entrance requirements in these core subjects. However, the usual developmental education track…