While multimodality and multiliteracies has been a concept for 25 years (Kalantzis & Cope, 2023; The New London Group, 1996), research on and application of the concept within text complexity measures has been limited. Attempts to assess multiliteracies and multimodality (Jacobs, 2013; Schmerbeck & Lucht, 2017; Wyatt-Smith & Kimber,…

This dissertation aimed to explore the use of machine learning (ML) models in in-patient clinical settings. A literature review was conducted to identify existing guidelines and frameworks for such models, and an in-depth study was conducted on ML-based models to understand their behavior and implications on patient outcomes. A conceptual…

This dissertation used synthetic datasets, semi-synthetic datasets, and a real-world dataset from an educational intervention to compare the performance of 15 machine learning and multiple imputation methods to estimate the individual treatment effect (ITE). In addition, it examined the performance of five evaluation metrics that can be used to…

Student teachers (N = 22) in a New York State Graduate School of Education pre-service teacher preparation program reported feeling ineffective in using classroom management (CM) skills and strategies. Using an Improvement Science approach and Bandura's work on self-efficacy, this mixed methods research project examined whether providing…

Facilitating productive mathematical discussions is considered a core practice of mathematics education. The complexity of this teaching practice presents the need for pedagogical tools to provide structure for preservice teachers (PST) developing their practice, yet little is known about "how" PSTs use these tools. This multiple case…

Computational thinking (CT) has been an increasing focus of research and practice since the seminal paper by Wing in 2006, especially in pre-college (K-12) education. Barr and Stephenson defined CT as a problem-solving methodology that can be automated, transferred, and applied across disciplines. With the challenges of fitting CT into already…

The area of interest considered for the study was the overall academic achievement in biology lecture and laboratory courses using Bloom's Taxonomy. The problem of the study is the lack of higher-order thinking skills leading to a learning gap in many universities and colleges. The purpose of the quantitative correlational study was to determine…

A person's literacy level impacts multitudinous aspects of their life. Determining and implementing effective procedures to address reading struggles continues to plague the education sector. The purpose of this qualitative descriptive study was to explore how teachers in the fourth grade describe how they select and implement reading intervention…

This applied dissertation was designed to provide access to current information for administrators, teachers, and staff in an elementary school that is relevant to technology and assessments. The purposes of this study were: (1) to examine how the decomposed determinant factors of the DTPB influence the teachers' intention to adopt…

This qualitative research investigated two preservice teachers' multimodal aesthetic reader responses to a wordless picture book in a literacy methods course. This study took up a sociocultural perspective that was informed by transactional reader response theory (Rosenblatt, 1978, 1986, 2013) and further supported by a pedagogy of…

Artificial intelligence (AI), utilizing machine learning techniques to 'learn' from data, as humans learn from experiences, has the promise to perform various cognitive tasks, such as learning, thinking, problem-solving, and decision-making, which usually demands human cognition. In recent decades, the remarkable advancements in AI have led to its…

This dissertation is aimed at articulating and empirically characterizing an expansive orientation to field-based socio-ecological systems learning that elevates participatory and ethically-engaged approaches to teaching and learning. Grounded in relational ways of knowing, this dissertation works to expand and transform normative educational…

In graduate evaluation education, research has shown that theory to practice is overshadowed by a focus on practical methods which results in evaluation education tension and a tenuous understanding of evaluation theory to practice when evaluators complete their graduate studies. Little is understood about evaluation theory to practice from…

This study seeks to better understand how and why teachers use technology in their work. Teachers were surveyed to explore to what extent they integrate technology and why they integrate it to the extent that they do. Faculty at three upper-level public schools in the Northeast were surveyed. Three teachers also volunteered for interviews, and one…

Reading skills are widely recognized as fundamental abilities, crucial not only for academic success but also for participation in social activities and navigating interpersonal challenges. In the early formation of reading abilities, mastery of sight words is instrumental in effectively enhancing reading proficiency, particularly for individuals…